# Best Embedded Business Intelligence Software *By [Bijou Barry](https://research.g2.com/insights/author/bijou-barry)* Embedded business intelligence software provides analytics capabilities within the context of a business application. Software developers can use embedded business intelligence tools to quickly incorporate self-service analytics capabilities into business applications. Additionally, some [business intelligence platforms](https://www.g2.com/categories/business-intelligence-platforms) and [self-service business intelligence software](https://www.g2.com/categories/self-service-business-intelligence) provide the ability to embed dashboards into applications used internally by employees, to allow for easier and more convenient analysis. The tools differ in terms of the degree of embeddability and the extent to which end users can customize the analytics and dashboards. Embedded BI products provide developers with a software development kit for adding analytics functionality to a given application, making it easy to house the analytics inside a proprietary product. While these tools may be sold to enterprise companies to be deployed in internal systems, they are by and large sold to other software companies. Embedded analytics are intended to be used by the average business user within an application, therefore they commonly offer self-service analysis functionality. However, if the product cannot be used as a standalone self-service business intelligence tool in addition to its embedding capability, it only qualifies for the Embedded Business Intelligence category. To qualify for inclusion in the Embedded Business Intelligence category, a product must: - Be able to be sold as an OEM product to other software development companies to be embedded within their application - Be used by developers to embed analytics capabilities inside a business application - Consume data from any source - Allow users to transform data into a useful and relatable model embedded within a business application - Create reports and visualizations with business utility embedded within a business application ## Top Embedded Business Intelligence Software at a Glance | # | Product | Rating | Best For | What Users Say | |---|---------|--------|----------|----------------| | 1 | [Tableau](https://www.g2.com/products/tableau/reviews) | 4.4/5.0 (3,657 reviews) | Multi-source dashboard embedding inside Salesforce workflows | "[Intuitive, Powerful Dashboards Made Easy with Tableau](https://www.g2.com/survey_responses/tableau-review-12975131)" | | 2 | [Amazon QuickSight](https://www.g2.com/products/amazon-quicksight/reviews) | 4.3/5.0 (675 reviews) | Pay-per-session embedded analytics on AWS pipelines | "[Fast, Serverless BI with Seamless AWS Integration](https://www.g2.com/survey_responses/amazon-quicksight-review-11692248)" | | 3 | [GoodData.AI](https://www.g2.com/products/gooddata-ai/reviews) | 4.3/5.0 (599 reviews) | White-labeled multi-tenant embedded analytics delivery | "[Embedded Dashboards and Consistent Metrics That Cut Support Tickets](https://www.g2.com/survey_responses/gooddata-ai-review-13032302)" | | 4 | [IBM Cognos Analytics](https://www.g2.com/products/ibm-cognos-analytics/reviews) | 4.1/5.0 (437 reviews) | Governed pixel-perfect reporting inside IBM enterprise ecosystems | "[Powerful Reporting, Less Modern Interface](https://www.g2.com/survey_responses/ibm-cognos-analytics-review-13048146)" | | 5 | [Hex](https://www.g2.com/products/hex-tech-hex/reviews) | 4.5/5.0 (401 reviews) | Code-first notebooks with publishable self-serve apps | "[Effortless Data Analysis with Powerful AI](https://www.g2.com/survey_responses/hex-review-12262172)" | | 6 | [Sigma](https://www.g2.com/products/sigma-computing-sigma/reviews) | 4.4/5.0 (544 reviews) | Snowflake-native embedded analytics with writeback | "[Easiest BI Tool: Live Snowflake Data in a Spreadsheet-Like Experience](https://www.g2.com/survey_responses/sigma-review-12573150)" | | 7 | [Jaspersoft](https://www.g2.com/products/jaspersoft/reviews) | 4.1/5.0 (207 reviews) | Pixel-perfect embedded reporting with scheduled delivery | "[The best reporting tool to get the detailed analysis of a software (Analytics Tool)](https://www.g2.com/survey_responses/jaspersoft-review-11425328)" | | 8 | [Google Chart Tools](https://www.g2.com/products/google-chart-tools/reviews) | 4.2/5.0 (499 reviews) | Google-native embedded charting for web applications | "[Seamless Integration and Easy Creation of Complex Charts](https://www.g2.com/survey_responses/google-chart-tools-review-12661987)" | | 9 | [Domo](https://www.g2.com/products/domo/reviews) | 4.3/5.0 (1,016 reviews) | Multi-source data embedding with no-code ETL | "[Domo Makes Real-Time Dashboards Effortless with Intuitive ETL and Mobile Metrics](https://www.g2.com/survey_responses/domo-review-13032278)" | | 10 | [Yellowfin BI](https://www.g2.com/products/yellowfin-bi/reviews) | 4.4/5.0 (418 reviews) | White-labeled multi-tenant analytics embedding for ISVs | "[Yellowfin BI Excels at Data Storytelling, Collaboration, and AI-Assisted Insights](https://www.g2.com/survey_responses/yellowfin-bi-review-12809222)" | ## G2 Grid® for Embedded Business Intelligence Software ![G2 Grid® for Embedded Business Intelligence Software plotting products by satisfaction and market presence](https://www.g2.com/categories/embedded-business-intelligence/grids.png?focus%5B%5D=1213&focus%5B%5D=20158&focus%5B%5D=610&focus%5B%5D=612&focus%5B%5D=162504&focus%5B%5D=104521&focus%5B%5D=998&focus%5B%5D=604) Highlighted products: Tableau, Amazon QuickSight, GoodData.AI, IBM Cognos Analytics, Hex, Sigma, Jaspersoft, and Domo. Underlying data: [Grid® JSON](https://www.g2.com/categories/embedded-business-intelligence/grids.json?focus%5B%5D=tableau&focus%5B%5D=amazon-quicksight&focus%5B%5D=gooddata-ai&focus%5B%5D=ibm-cognos-analytics&focus%5B%5D=hex-tech-hex&focus%5B%5D=sigma-computing-sigma&focus%5B%5D=jaspersoft&focus%5B%5D=domo) ## How Many Embedded Business Intelligence Software Products Does G2 Track? **Total Products under this Category:** 149 ### Category Stats (Jul 2026) - **Average Rating**: 4.43/5 The average rating of products in this category, based on all submitted ratings - **Top Trending Product**: Flexmonster Pivot Table & Charts Component (+1.74%) - Among all products in this category, Flexmonster Pivot Table & Charts Component recorded the largest rating increase compared to last month *Last updated: July 15, 2026* ## How Does G2 Rank Embedded Business Intelligence Software Products? **Why You Can Trust G2's Software Rankings:** - 30 Analysts and Data Experts - 18,100+ Authentic Reviews - 149+ Products - Unbiased Rankings G2's software rankings are built on verified user reviews, rigorous moderation, and a consistent research methodology maintained by a team of analysts and data experts. Each product is measured using the same transparent criteria, with no paid placement or vendor influence. While reviews reflect real user experiences, which can be subjective, they offer valuable insight into how software performs in the hands of professionals. Together, these inputs power the G2 Score, a standardized way to compare tools within every category. ## Which Embedded Business Intelligence Software Is Best for Your Use Case? - **Leader:** [Tableau](https://www.g2.com/products/tableau/reviews) - **Highest Performer:** [Reveal](https://www.g2.com/products/reveal-2022-05-24/reviews) - **Easiest to Use:** [GoodData.AI](https://www.g2.com/products/gooddata-ai/reviews) - **Top Trending:** [Hex](https://www.g2.com/products/hex-tech-hex/reviews) - **Best Free Software:** [Looker](https://www.g2.com/products/looker/reviews) --- **Sponsored** ### Zoho Analytics Zoho Analytics is a GenAI-powered self-service BI and analytics platform that helps businesses collect, prepare, analyze, and present insights from their data, all within minutes. Integrate with 500+ native data sources, like files, feeds, local and cloud databases, cloud storage, and popular business apps. Clean, transform, enrich, and catalog data with our agentic AI-powered, self-service data preparation and management capabilities. Create and manage complex ETL data pipelines using our visual pipeline builder, process stream data for real-time analytics, and set up a strong metrics layer for quality analysis and management. Zoho Analytics comes with 100+ domain-specific prebuilt reports and dashboards, pre-trained NLQ models, intelligently modeled and blended data across business applications, and lots more. Use our intuitive drag-and-drop visualization builder to build insightful and interactive reports and dashboards using a wide variety of visual components, like charts, widgets, pivot tables, tabular views and more. Generate customized reports and dashboards using simple, natural language with our AI-powered conversational agent, Zia. Ask Zia goes beyond basic reporting; it enables users to perform diagnostic analytics, forecast key metrics, and receive intelligent insights and recommendations. Users can assign tasks and trigger actions just by conversing with our agentic AI, Zia, streamlining their workflows and empowering data-driven decisions. Seamlessly embed Ask Zia into your custom or business applications to deliver contextual insights and actions. Enrich your analysis with automated insights by using our NLG-powered narration engine, Zia Insights. With diagnostic analytics for smarter decision-making, Zia Insights takes automated insights to the next level by bubbling up key drivers for particular business tasks. Enumerate complex business scenarios with what-if analyses, forecast KPIs, uncover trends and patterns with advanced analytical capabilities. Leverage cognitive analysis for keyword extraction and sentiment analysis, and more. Evaluate the best ML models with no-code assistance or develop custom models and functions using Python Code Studio. Zoho Analytics comes with pre-packed ML models (AutoML) that allow you to evaluate and pick the best model for your use case. Alternatively custom models and functions using Python Code Studio Embed our full-fledged analytics platform into other software applications. Craft and present immersive data stories through slideshows or purpose-built analytics portals. Collaborate securely through contextual comment threads and real-time messaging. Zoho Analytics has a robust set of APIs that enables elaborate customization and highly extensible low-code and no-code integration with any technology stack. It also offers a high degree of deployment flexibility (private, public, multi-cloud, and on-premises) and platform extensibility (professional services, partner support, and marketplace). Zoho Analytics is modern and scalable, and it can readily match growing data volumes and usage. Its time-tested and accredited enterprise-grade security features and governance framework ensure continuous data management and stewardship. On top of everything else, the TCO for Zoho Analytics—including licensing, implementation, customization, training, and support—is the lowest in our market. [Visit website](https://www.g2.com/external_clickthroughs/record?secure%5Bad_program%5D=ppc&secure%5Bad_slot%5D=category_product_list&secure%5Bcategory_id%5D=622&secure%5Bchosen_at%5D=2026-07-15T19%3A33%3A42Z&secure%5Bdisplayable_resource_id%5D=622&secure%5Bdisplayable_resource_type%5D=Category&secure%5Bmedium%5D=sponsored&secure%5Bplacement_reason%5D=page_category&secure%5Bplacement_resource_ids%5D%5B%5D=622&secure%5Bprioritized%5D=false&secure%5Bproduct_id%5D=3431&secure%5Bresource_id%5D=622&secure%5Bresource_type%5D=Category&secure%5Bsource_type%5D=category_page&secure%5Bsource_url%5D=https%3A%2F%2Fwww.g2.com%2Fcategories%2Fembedded-business-intelligence%3Fopen_modal_url%3D%252Fproducts%252Foracle-analytics-cloud%252Fwishlists%253Fhost_path%253D%25252Fcategories%25252Fembedded-business-intelligence%2526source%253Dcategory&secure%5Btoken%5D=5e487ce7050e0b3fc7e056f98c0d11fe913f9ba9703b450d625eca8f9a5be7c4&secure%5Burl%5D=https%3A%2F%2Fwww.zoho.com%2Fanalytics%2Fembedded-analytics.html%3Futm_source%3DG2%26utm_medium%3Dcpc%26utm_campaign%3DEmbedded_BI&secure%5Burl_type%5D=custom_url) --- ## What Are the Top-Rated Embedded Business Intelligence Software Products in 2026? ### 1. [Tableau](https://www.g2.com/products/tableau/reviews) Tableau is the world’s leading AI-powered analytics platform. Whether you are a business user or an analyst, Tableau turns trusted data into actionable insights. With our flexible, interoperable platform, you can: Turn data into action at scale with human and agent collaboration. Tableau Next delivers agentic AI for faster data-insight-action workflows. It surfaces insights, provides proactive recommendations, and helps you take action in the flow of work. Scale data-driven insights with complete operational confidence. Tableau Cloud enables fully managed analytics at scale. It accelerates your time to value and gives you access to the latest AI-powered innovations. Deploy visual, self-service analytics with unmatched control and flexibility. Tableau Server meets your organization's governance and security needs. It provides enterprise-grade, self-service analytics on-premise or in your private cloud. **Average Rating:** 4.4/5.0 **Total Reviews:** 3,657 **How Do G2 Users Rate Tableau?** - **Has the product been a good partner in doing business?:** 8.6/10 (Category avg: 8.9/10) - **Steps to Answer:** 8.3/10 (Category avg: 8.3/10) - **Reports Interface:** 8.7/10 (Category avg: 8.7/10) - **Calculated Fields:** 8.5/10 (Category avg: 8.5/10) **Who Is the Company Behind Tableau?** - **Seller:** [Salesforce](https://www.g2.com/sellers/salesforce) - **Company Website:** https://www.salesforce.com/ - **Year Founded:** 1999 - **HQ Location:** San Francisco, CA - **Twitter:** @salesforce (579,511 Twitter followers) - **LinkedIn® Page:** https://www.linkedin.com/company/3185/ (83,223 employees on LinkedIn®) **Who Uses This Product?** - **Who Uses This:** Data Analyst, Business Analyst - **Top Industries:** Information Technology and Services, Computer Software - **Company Size:** 41% Enterprise, 36% Mid-Market #### What Are Tableau's Pros and Cons? **Pros:** - Ease of Use (612 reviews) - Data Visualization (544 reviews) - Visualization (412 reviews) - Features (340 reviews) - Intuitive (309 reviews) **Cons:** - Learning Curve (275 reviews) - Learning Difficulty (234 reviews) - Expensive (217 reviews) - Slow Performance (151 reviews) - Difficulty (135 reviews) ### What Do G2 Reviewers Say About Tableau? *AI-generated summary from verified user reviews* **Pros:** - Users find Tableau's **ease of use** exceptional, enabling quick data visualization and integration with various sources effortlessly. - Users value Tableau for its **simplicity in creating visuals** , enabling quick insights from complex data sources. - Users appreciate the **intuitive visualization capabilities** of Tableau, enhancing insights and decision-making through interactive dashboards. - Users value Tableau for its **ease of use and diverse features** , enabling efficient data visualization and analysis. - Users find Tableau's **intuitive interface** empowering, enabling easy creation of interactive dashboards and insightful visualizations. **Cons:** - Users find the **learning curve steep** , struggling with onboarding and integration, especially compared to other tools like Power BI. - Users find **learning Tableau challenging** , particularly with collaborations, calculations, and transitioning from simpler tools. - Users find Tableau to be **expensive** , and the value compared to alternatives is often unclear. - Users find that Tableau has **slow performance** with large datasets and lengthy data refresh processes, causing frustration. - Users find the **onboarding process complex** , making it challenging to navigate and utilize Tableau effectively. #### What Are Recent G2 Reviews of Tableau? **"[Intuitive, Powerful Dashboards Made Easy with Tableau](https://www.g2.com/survey_responses/tableau-review-12975131)"** **Rating:** 4.5/5.0 stars *— Animeshkumar N.* [Read full review](https://www.g2.com/survey_responses/tableau-review-12975131) --- **"[High-Quality reporting for Cloud Infrastructure Insights](https://www.g2.com/survey_responses/tableau-review-13066124)"** **Rating:** 4.5/5.0 stars *— Deepti N.* [Read full review](https://www.g2.com/survey_responses/tableau-review-13066124) --- #### What Are G2 Users Discussing About Tableau? - [How are business intelligence professionals using Tableau's latest visualization tools to interpret complex data sets?](https://www.g2.com/discussions/how-are-business-intelligence-professionals-using-tableau-s-latest-visualization-tools-to-interpret-complex-data-sets) - 2 comments - [What is Salesforce CRM Analytics (formerly Tableau CRM) used for?](https://www.g2.com/discussions/what-is-salesforce-crm-analytics-formerly-tableau-crm-used-for) - [Do I need Tableau Desktop if I have Tableau Server?](https://www.g2.com/discussions/tableau-do-i-need-tableau-desktop-if-i-have-tableau-server) - 2 comments - [Do I need Tableau Desktop if I have Tableau Server?](https://www.g2.com/discussions/do-i-need-tableau-desktop-if-i-have-tableau-server) - 2 comments - [What's New in Tableau Server?](https://www.g2.com/discussions/what-s-new-in-tableau-server) - 1 comment ### 2. [Amazon QuickSight](https://www.g2.com/products/amazon-quicksight/reviews) Amazon QuickSight is a cloud-based unified business intelligence (BI) service at hyperscale. With QuickSight, all users can meet varying analytic needs from the same source of truth through modern interactive dashboards, paginated reports, natural language queries and embedded analytics. With Amazon Q in QuickSight, business analysts and business users can use natural language to build, discover, and share meaningful insights in seconds, turning insights into impact faster. Over 100,000 customers use Amazon QuickSight. Learn more at https://quicksight.aws **Average Rating:** 4.3/5.0 **Total Reviews:** 675 **How Do G2 Users Rate Amazon QuickSight?** - **Has the product been a good partner in doing business?:** 8.3/10 (Category avg: 8.9/10) - **Steps to Answer:** 8.0/10 (Category avg: 8.3/10) - **Reports Interface:** 8.2/10 (Category avg: 8.7/10) - **Calculated Fields:** 8.0/10 (Category avg: 8.5/10) **Who Is the Company Behind Amazon QuickSight?** - **Seller:** [Amazon Web Services (AWS)](https://www.g2.com/sellers/amazon-web-services-aws-3e93cc28-2e9b-4961-b258-c6ce0feec7dd) - **Year Founded:** 2006 - **HQ Location:** Seattle, WA - **Twitter:** @awscloud (2,232,483 Twitter followers) - **LinkedIn® Page:** https://www.linkedin.com/company/amazon-web-services/ (147,094 employees on LinkedIn®) - **Ownership:** NASDAQ: AMZN **Who Uses This Product?** - **Who Uses This:** Data Analyst, Software Engineer - **Top Industries:** Computer Software, Information Technology and Services - **Company Size:** 40% Small-Business, 37% Mid-Market #### What Are Amazon QuickSight's Pros and Cons? **Pros:** - Integrations (69 reviews) - Ease of Use (62 reviews) - Easy Integrations (57 reviews) - Data Visualization (41 reviews) - Dashboard Management (39 reviews) **Cons:** - Limited Customization (62 reviews) - Learning Curve (36 reviews) - Limited Visualization (26 reviews) - Missing Features (20 reviews) - Poor Interface Design (20 reviews) ### What Do G2 Reviewers Say About Amazon QuickSight? *AI-generated summary from verified user reviews* **Pros:** - Users appreciate the **seamless integrations** with AWS services, enhancing dashboard development and overall user experience. - Users find Amazon QuickSight to be highly **user-friendly** , especially with its seamless integration within the AWS ecosystem. - Users appreciate the **easy integrations** of Amazon QuickSight, enabling seamless connectivity with AWS services for data analysis. - Users highly value the **interactive dashboards and data visualization tools** of Amazon QuickSight for real-time insights. - Users appreciate the **interactive dashboard management** of Amazon QuickSight, enhancing data visualization and real-time insights effortlessly. **Cons:** - Users face **limited customization** options in Amazon QuickSight, which hinders tailored dashboard experiences and integrations. - Users find the **learning curve challenging** , requiring prior AWS knowledge to effectively use QuickSight's features. - Users note the **limited visualization options** in QuickSight, hindering the creation of tailored and interactive dashboards. - Users find **missing features** in Amazon QuickSight, especially when compared to tools like Power BI and Tableau. - Users find the **poor interface design** of Amazon QuickSight hampers usability and limits customization options for deeper analysis. #### What Are Recent G2 Reviews of Amazon QuickSight? **"[Fast, Serverless BI with Seamless AWS Integration](https://www.g2.com/survey_responses/amazon-quicksight-review-11692248)"** **Rating:** 4.5/5.0 stars *— Jawher S.* [Read full review](https://www.g2.com/survey_responses/amazon-quicksight-review-11692248) --- **"[Turns Raw Data into Interactive Dashboards for Better Trend Monitoring](https://www.g2.com/survey_responses/amazon-quicksight-review-12740199)"** **Rating:** 4.0/5.0 stars *— Aviral G.* [Read full review](https://www.g2.com/survey_responses/amazon-quicksight-review-12740199) --- #### What Are G2 Users Discussing About Amazon QuickSight? - [What is Amazon QuickSight used for?](https://www.g2.com/discussions/what-is-amazon-quicksight-used-for) - 2 comments, 1 upvote - [What is new in QuickSight?](https://www.g2.com/discussions/what-is-new-in-quicksight) - 1 comment, 1 upvote - [Is AWS QuickSight free?](https://www.g2.com/discussions/is-aws-quicksight-free) - 2 comments, 1 upvote - [How does AWS QuickSight work?](https://www.g2.com/discussions/how-does-aws-quicksight-work) - 2 comments, 1 upvote - [What is Amazon QuickSight?](https://www.g2.com/discussions/what-is-amazon-quicksight) - 2 comments, 1 upvote ### 3. [GoodData.AI](https://www.g2.com/products/gooddata-ai/reviews) GoodData is the full-stack, AI-native decision intelligence platform that helps businesses turn data into actionable, enterprise-grade insights. Designed for governed, scalable analytics, GoodData enables organizations to build, operationalize, and embed decisions, workflows, and AI agents directly within products and business workflows. The platform combines Analytics as Code, a governed semantic and metrics layer, APIs, SDKs, and open AI interoperability to help teams create composable analytics and AI experiences across products, workflows, and customer environments. From embedded analytics and dashboards to assistants, AI workflows, and interoperable agents, GoodData gives teams the foundation to move from insight to action with governance, performance, and deployment flexibility built in. Today, GoodData serves over 140,000 companies and 3.2 million users worldwide. **Average Rating:** 4.3/5.0 **Total Reviews:** 599 **How Do G2 Users Rate GoodData.AI?** - **Has the product been a good partner in doing business?:** 8.4/10 (Category avg: 8.9/10) - **Steps to Answer:** 8.3/10 (Category avg: 8.3/10) - **Reports Interface:** 8.6/10 (Category avg: 8.7/10) - **Calculated Fields:** 8.2/10 (Category avg: 8.5/10) **Who Is the Company Behind GoodData.AI?** - **Seller:** [GoodData.AI](https://www.g2.com/sellers/gooddata-ai) - **Company Website:** https://www.gooddata.ai/ - **Year Founded:** 2007 - **HQ Location:** San Francisco, CA - **Twitter:** @gooddata (1 Twitter followers) - **LinkedIn® Page:** https://www.linkedin.com/company/202760/ (281 employees on LinkedIn®) **Who Uses This Product?** - **Who Uses This:** Data Analyst, Product Manager - **Top Industries:** Computer Software, Consumer Services - **Company Size:** 44% Mid-Market, 40% Small-Business #### What Are GoodData.AI's Pros and Cons? **Pros:** - Ease of Use (51 reviews) - Data Visualization (34 reviews) - Integrations (33 reviews) - Intuitive (29 reviews) - Easy Integrations (27 reviews) **Cons:** - Learning Curve (27 reviews) - Missing Features (19 reviews) - Learning Difficulty (18 reviews) - Complexity (12 reviews) - Limited Customization (12 reviews) ### What Do G2 Reviewers Say About GoodData.AI? *AI-generated summary from verified user reviews* **Pros:** - Users highlight the **ease of use** of GoodData.AI, enabling quick report creation and effective metric management. - Users value the **clean and customizable dashboards** of GoodData.AI, enhancing data presentation for all users. - Users appreciate the **seamless integration** of GoodData.AI, enabling efficient data management and rapid deployment. - Users find GoodData.AI to be **intuitive and easy to use** , enabling quick access to insights and reports. - Users value the **easy integrations** of GoodData.AI, streamlining data analysis and enhancing overall productivity. **Cons:** - Users experience a **steep learning curve** with GoodData, making customization and basic functions challenging and time-consuming. - Users find the **missing features** in GoodData.AI, particularly in documentation and Insight management, frustrating. - Users find the **learning difficulty** challenging, especially with MAQL language and complex data models in GoodData.AI. - Users find the **complexity** of GoodData.AI challenging, impacting setup, decision-making speed, and learning for new users. - Users find the **limited customization** options in GoodData.AI hinder their ability to effectively manage data and reports. #### What Are Recent G2 Reviews of GoodData.AI? **"[Mosaic & Semantic Layer Unite Our Data, Plus Helpful AI Dashboard Suggestions](https://www.g2.com/survey_responses/gooddata-ai-review-12912613)"** **Rating:** 5.0/5.0 stars *— Jeff P.* [Read full review](https://www.g2.com/survey_responses/gooddata-ai-review-12912613) --- **"[Embedded Dashboards and Consistent Metrics That Cut Support Tickets](https://www.g2.com/survey_responses/gooddata-ai-review-13032302)"** **Rating:** 5.0/5.0 stars *— Yash G.* [Read full review](https://www.g2.com/survey_responses/gooddata-ai-review-13032302) --- ### 4. [IBM Cognos Analytics](https://www.g2.com/products/ibm-cognos-analytics/reviews) IBM Cognos Analytics is a business intelligence and analytics solution that uses agentic AI to help teams transform trusted data into actionable insights, build governed analytical applications, and make better decisions. Teams can explore data, monitor KPIs, analyze performance, forecast trends, and share insights across the business. The solution is built for business leaders, analysts, report authors, IT teams, and data governance teams that need governed reporting, self-service analytics, data modeling, and flexible deployment options. Common use cases include enterprise reporting, operational reporting, financial reporting, dashboarding, performance management, forecasting, and governed self-service analytics. It supports both centralized BI teams and distributed users who need consistent access to trusted analytics. Key capabilities: 1. Create governed reports and dashboards: Build, schedule, distribute, and manage reports, dashboards, and visualizations for teams, executives, and stakeholders. Support routine reporting, business reviews, and purpose-built analytical applications with consistent information. 2. Explore data with control: Use self-service analytics, certified data models, governed metrics, access controls, and auditability to keep reporting consistent across teams and departments. 3. Analyze and forecast faster: Use natural-language assistance, automated insights, and forecasting to help users understand data faster in supported versions and deployments. 4. Put Reporting Agents to work: Use agentic AI capabilities in supported versions and deployments to find reports, summarize results, share insights, and create or refine reports using natural language. 5. Deploy where the business needs it: Run Cognos Analytics in on-premises, IBM-hosted, hybrid, or certified container environments to align with infrastructure, security, and governance requirements. Cognos Analytics helps organizations reduce repetitive reporting work, improve consistency across metrics and dashboards, and make governed data analytics easier to access across the business. **Average Rating:** 4.1/5.0 **Total Reviews:** 437 **How Do G2 Users Rate IBM Cognos Analytics?** - **Has the product been a good partner in doing business?:** 7.8/10 (Category avg: 8.9/10) - **Steps to Answer:** 7.6/10 (Category avg: 8.3/10) - **Reports Interface:** 8.0/10 (Category avg: 8.7/10) - **Calculated Fields:** 8.1/10 (Category avg: 8.5/10) **Who Is the Company Behind IBM Cognos Analytics?** - **Seller:** [IBM](https://www.g2.com/sellers/ibm) - **Company Website:** https://www.ibm.com - **Year Founded:** 1911 - **HQ Location:** Armonk, New York, United States - **Twitter:** @IBMSecurity (74,660 Twitter followers) - **LinkedIn® Page:** https://www.linkedin.com/company/1009/ (328,202 employees on LinkedIn®) **Who Uses This Product?** - **Who Uses This:** Software Engineer, Analyst - **Top Industries:** Information Technology and Services, Financial Services - **Company Size:** 58% Enterprise, 26% Mid-Market #### What Are IBM Cognos Analytics's Pros and Cons? **Pros:** - Ease of Use (20 reviews) - Report Generation (11 reviews) - Dashboard Management (9 reviews) - Analytics (8 reviews) - Dashboard Customization (8 reviews) **Cons:** - Learning Curve (9 reviews) - Complexity (5 reviews) - Complex Usage (5 reviews) - Learning Difficulty (5 reviews) - Report Issues (5 reviews) ### What Do G2 Reviewers Say About IBM Cognos Analytics? *AI-generated summary from verified user reviews* **Pros:** - Users appreciate the **ease of use** of IBM Cognos Analytics, facilitating quick data analysis and insightful visualizations. - Users appreciate the **powerful report generation** capabilities of IBM Cognos Analytics, enabling complex data analysis with ease. - Users appreciate the **ease of dashboard creation** with Cognos Analytics, enabling novice users to create complex reports quickly. - Users appreciate the **user-friendly analytics** capabilities of IBM Cognos Analytics, enabling quick insights through customizable visualizations. - Users appreciate the **customizable dashboard** features of IBM Cognos Analytics, facilitating clear visuals from complex data sources. **Cons:** - Users find the **learning curve steep** , requiring substantial time and training to effectively utilize IBM Cognos Analytics. - Users find the **complexity** of IBM Cognos Analytics challenging, requiring extensive training to build effective reports. - Users find the **complex usage** of IBM Cognos Analytics challenging, especially when dealing with integrations and report creation. - Users find it **difficult to learn and use** IBM Cognos Analytics, especially in locating reports and building them effectively. - Users find it **difficult to locate historical reports** in IBM Cognos Analytics, particularly novices struggling with the reporting module. #### What Are Recent G2 Reviews of IBM Cognos Analytics? **"[Powerful Reporting, Less Modern Interface](https://www.g2.com/survey_responses/ibm-cognos-analytics-review-13048146)"** **Rating:** 4.0/5.0 stars *— Nunna H.* [Read full review](https://www.g2.com/survey_responses/ibm-cognos-analytics-review-13048146) --- **"[Powerful, Scalable Analytics with Interactive Dashboards and Strong Governance](https://www.g2.com/survey_responses/ibm-cognos-analytics-review-12770018)"** **Rating:** 4.0/5.0 stars *— Arkajit D.* [Read full review](https://www.g2.com/survey_responses/ibm-cognos-analytics-review-12770018) --- #### What Are G2 Users Discussing About IBM Cognos Analytics? - [What is IBM Cognos Analytics with Watson used for?](https://www.g2.com/discussions/what-is-ibm-cognos-analytics-with-watson-used-for) - 1 comment ### 5. [Hex](https://www.g2.com/products/hex-tech-hex/reviews) Hex is the world’s favorite AI Analytics platform. With Hex, anyone can explore data using natural language, with or without code, all on trusted context, in one AI-powered platform. Get started now \> https://app.hex.tech/signup?source=g2 Get a demo \> https://hex.tech/request-a-demo/?source=g2 **Average Rating:** 4.5/5.0 **Total Reviews:** 401 **How Do G2 Users Rate Hex?** - **Has the product been a good partner in doing business?:** 9.1/10 (Category avg: 8.9/10) - **Steps to Answer:** 7.6/10 (Category avg: 8.3/10) - **Reports Interface:** 8.3/10 (Category avg: 8.7/10) - **Calculated Fields:** 7.7/10 (Category avg: 8.5/10) **Who Is the Company Behind Hex?** - **Seller:** [Hex Tech](https://www.g2.com/sellers/hex-tech) - **Company Website:** https://hex.tech/ - **Year Founded:** 2019 - **HQ Location:** San Francisco, US - **Twitter:** @_hex_tech (6,982 Twitter followers) - **LinkedIn® Page:** https://www.linkedin.com/company/hex-technologies/ (249 employees on LinkedIn®) **Who Uses This Product?** - **Who Uses This:** Data Analyst, Data Scientist - **Top Industries:** Computer Software, Information Technology and Services - **Company Size:** 53% Mid-Market, 22% Small-Business #### What Are Hex's Pros and Cons? **Pros:** - Ease of Use (114 reviews) - SQL Queries (73 reviews) - Data Management (69 reviews) - SQL Querying (66 reviews) - Data Analysis (55 reviews) **Cons:** - Limited Features (43 reviews) - Missing Features (39 reviews) - Lacking Features (35 reviews) - Slow Performance (28 reviews) - Data Management Issues (27 reviews) ### What Do G2 Reviewers Say About Hex? *AI-generated summary from verified user reviews* **Pros:** - Users enjoy the **user-friendly ease of use** of Hex, making integration and setup smooth and efficient. - Users appreciate the **seamless integration of SQL and Python** in Hex, enhancing their analytical experience significantly. - Users appreciate the **seamless data integration** and intuitive tools of Hex, enhancing collaboration and analysis efficiency. - Users appreciate the **seamless integration of SQL and Python** in Hex, enhancing their analytical experience efficiently. - Users appreciate the **seamless data analysis capabilities** of Hex, combining ease of use with powerful tools for collaboration. **Cons:** - Users express concerns about Hex's **limited features** , finding them insufficient compared to more robust BI tools. - Users note the **missing features** in Hex, such as saved query results and improved data visualization options. - Users feel that Hex's **lack of essential features** hinders its dashboarding capabilities and overall effectiveness. - Users experience **slow performance** in Hex, especially in virtual machines, impacting usability and functionality. - Users face **data management issues** with Hex, including unreliable notebook runs and GPU integration challenges affecting productivity. #### What Are Recent G2 Reviews of Hex? **"[Amazing AI and SQL Autocomplete That Speeds Up My Work](https://www.g2.com/survey_responses/hex-review-12687305)"** **Rating:** 4.0/5.0 stars *— Paco R.* [Read full review](https://www.g2.com/survey_responses/hex-review-12687305) --- **"[Effortless Data Analysis with Powerful AI](https://www.g2.com/survey_responses/hex-review-12262172)"** **Rating:** 5.0/5.0 stars *— Hunter P.* [Read full review](https://www.g2.com/survey_responses/hex-review-12262172) --- #### What Are G2 Users Discussing About Hex? - [What is Hex Technologies used for?](https://www.g2.com/discussions/what-is-hex-technologies-used-for) ### 6. [Sigma](https://www.g2.com/products/sigma-computing-sigma/reviews) Sigma is the AI runtime layer for analytics, agents, and apps built on live warehouse data. It is a cloud analytics and business intelligence platform that helps business and technical teams explore live data, build reports and applications, and deploy AI agents directly on a cloud data warehouse, using a familiar spreadsheet interface alongside SQL, Python, and AI. - Analytics: Use Sigma for classic business intelligence workloads like pixel-perfect reporting, embedded analytics, and self-service access to data in an Excel-like interface. Build with AI, spreadsheet functions, SQL, or Python. - Agents: Deploy AI agents that act on live data and run multi-step workflows. Build them with natural language and your choice of enterprise LLM or warehouse AI. - Apps: Build AI Apps for operational work like planning and forecasting, scenario modeling, and approval routing, with writeback and governance automatically configured. Every artifact in Sigma inherits the security, permissions, and row-level access already set in the cloud data warehouse. Because governance is enforced at the source, anything a team builds is IT-approved from the start. Sigma solves a persistent tradeoff in enterprise data work. Business teams typically wait on a central data team to build reports and tools, while ad hoc AI and app-building tools produce work that sits outside IT's control. Sigma removes that tradeoff by keeping analysis, reporting, applications, and agents on live warehouse data under one set of permissions, so non-technical users build what they need while IT keeps a single, auditable system of control. Founded in 2014, Sigma is a privately held company headquartered in San Francisco, with offices in New York, London, and Sydney. More than 2,000 companies trust Sigma, including DoorDash, Blackstone, JPMorgan Chase, and Figma. Sigma is the business intelligence partner of the year for both Snowflake (2023-2026) and Databricks (2025-2026). **Average Rating:** 4.4/5.0 **Total Reviews:** 544 **How Do G2 Users Rate Sigma?** - **Has the product been a good partner in doing business?:** 9.1/10 (Category avg: 8.9/10) - **Steps to Answer:** 8.4/10 (Category avg: 8.3/10) - **Reports Interface:** 8.6/10 (Category avg: 8.7/10) - **Calculated Fields:** 8.7/10 (Category avg: 8.5/10) **Who Is the Company Behind Sigma?** - **Seller:** [Sigma Computing](https://www.g2.com/sellers/sigma-computing) - **Company Website:** https://www.sigmacomputing.com/ - **Year Founded:** 2014 - **HQ Location:** San Francisco, California - **Twitter:** @sigmacomputing (1,556 Twitter followers) - **LinkedIn® Page:** https://www.linkedin.com/company/7801411/ (1,415 employees on LinkedIn®) **Who Uses This Product?** - **Who Uses This:** Data Analyst, Customer Success Manager - **Top Industries:** Information Technology and Services, Computer Software - **Company Size:** 58% Mid-Market, 21% Enterprise #### What Are Sigma's Pros and Cons? **Pros:** - Ease of Use (68 reviews) - User Interface (28 reviews) - Customer Support (25 reviews) - Data Handling (25 reviews) - Data Visualization (24 reviews) **Cons:** - Slow Loading (23 reviews) - Slow Performance (22 reviews) - Limited Customization (19 reviews) - Learning Curve (17 reviews) - Missing Features (12 reviews) ### What Do G2 Reviewers Say About Sigma? *AI-generated summary from verified user reviews* **Pros:** - Users appreciate the **ease of use** of Sigma, finding it intuitive and simple to learn and navigate. - Users highlight the **user-friendly interface** of Sigma, appreciating easy dashboard creation and clear metric visuals. - Users appreciate the **responsive customer support** of Sigma, facilitating quick resolutions for any issues encountered. - Users find Sigma's **data handling capabilities** greatly simplify processing and visualization, enhancing team productivity significantly. - Users love how Sigma provides **clear, interactive visuals** for complex datasets, enhancing trend spotting and collaboration. **Cons:** - Users experience **slow loading times** with Sigma, often leading to inefficiencies and frustration during usage. - Users are frustrated with the **slow performance** of Sigma, especially when handling complex tasks or large datasets. - Users find **limited customization** in Sigma's charts and visualizations, hindering flexibility compared to other BI tools. - Users find the **learning curve steep** , facing challenges in building dashboards and utilizing features effectively. - Users find Sigma lacking in **missing features** , desiring more visualization options and custom integrations for improved functionality. #### What Are Recent G2 Reviews of Sigma? **"[Easiest BI Tool: Live Snowflake Data in a Spreadsheet-Like Experience](https://www.g2.com/survey_responses/sigma-review-12573150)"** **Rating:** 4.0/5.0 stars *— Keerthan P.* [Read full review](https://www.g2.com/survey_responses/sigma-review-12573150) --- **"[Sigma unlocks data value for our organization](https://www.g2.com/survey_responses/sigma-review-10895340)"** **Rating:** 5.0/5.0 stars *— Austin M.* [Read full review](https://www.g2.com/survey_responses/sigma-review-10895340) --- #### What Are G2 Users Discussing About Sigma? - [What is Sigma used for?](https://www.g2.com/discussions/what-is-sigma-used-for) - 1 comment ### 7. [Jaspersoft](https://www.g2.com/products/jaspersoft/reviews) Jaspersoft is a reporting and embedded analytics solution that enables flexibility, increases productivity, and gives your business the power to seamlessly integrate data into your applications exactly how you want. Their robust reporting engine allows users to create "pixel-perfect" reports in multiple formats (PDF, Excel, HTML) for scalable distribution. It also can empower business users with ad-hoc reporting capabilities, enabling custom reports and visualizations without extensive technical knowledge. Deployable across on-premises, private, or hybrid cloud environments, and compatible with major providers like AWS, Azure, and Google Cloud, Jaspersoft helps businesses make data-driven decisions. Having a ready-to-use, customizable platform for business intelligence helps reduce the burden on development teams and allows users to easily create, manage, and deliver actionable insights directly within the applications they rely on. **Average Rating:** 4.1/5.0 **Total Reviews:** 207 **How Do G2 Users Rate Jaspersoft?** - **Has the product been a good partner in doing business?:** 8.5/10 (Category avg: 8.9/10) - **Steps to Answer:** 7.7/10 (Category avg: 8.3/10) - **Reports Interface:** 8.1/10 (Category avg: 8.7/10) - **Calculated Fields:** 8.1/10 (Category avg: 8.5/10) **Who Is the Company Behind Jaspersoft?** - **Seller:** [Actian Corporation](https://www.g2.com/sellers/actian-corporation) - **Company Website:** https://www.actian.com - **Year Founded:** 1980 - **HQ Location:** Palo Alto, CA - **Twitter:** @ActianCorp (2,864 Twitter followers) - **LinkedIn® Page:** https://www.linkedin.com/company/2340954/ (541 employees on LinkedIn®) **Who Uses This Product?** - **Who Uses This:** Software Engineer, Senior Software Engineer - **Top Industries:** Information Technology and Services, Computer Software - **Company Size:** 49% Mid-Market, 31% Enterprise #### What Are Jaspersoft's Pros and Cons? **Pros:** - Report Generation (38 reviews) - Ease of Use (32 reviews) - Customization (17 reviews) - Performance (17 reviews) - Dashboard Customization (14 reviews) **Cons:** - Poor UI (12 reviews) - Slow Performance (12 reviews) - Large Data Handling (10 reviews) - Learning Curve (10 reviews) - Poor Interface Design (9 reviews) ### What Do G2 Reviewers Say About Jaspersoft? *AI-generated summary from verified user reviews* **Pros:** - Users value Jaspersoft's **flexible and robust report generation** capabilities, enhancing efficiency and user experience after upgrades. - Users appreciate the **ease of use** of Jaspersoft, enjoying seamless integration and straightforward report scheduling. - Users value the **extensive customization options** in Jaspersoft, enhancing flexibility and personalized reporting capabilities. - Users commend Jaspersoft for its **reliable performance** , enabling efficient data-driven decision-making across various organizational sizes. - Users value the **dashboard customization** in Jaspersoft, enhancing their experience with tailored reporting and analytics presentations. **Cons:** - Users often struggle with the **poor UI** of Jaspersoft, finding it outdated and unintuitive for newcomers. - Users experience **slow performance** with large datasets, facing delays in report generation and difficulties in query optimization. - Users experience significant **slowdowns with large datasets** , making report generation and usability challenging if not optimized. - Users struggle with the **steep learning curve** of Jaspersoft, finding it difficult for newcomers to navigate effectively. - Users struggle with the **poor interface design** of Jaspersoft, finding it unintuitive and difficult for report building. #### What Are Recent G2 Reviews of Jaspersoft? **"[The best reporting tool to get the detailed analysis of a software (Analytics Tool)](https://www.g2.com/survey_responses/jaspersoft-review-11425328)"** **Rating:** 5.0/5.0 stars *— JISHNU K.* [Read full review](https://www.g2.com/survey_responses/jaspersoft-review-11425328) --- **"[Flexible Reporting with Export Limitations](https://www.g2.com/survey_responses/jaspersoft-review-11428195)"** **Rating:** 4.0/5.0 stars *— Verified User in Computer Software* [Read full review](https://www.g2.com/survey_responses/jaspersoft-review-11428195) --- #### What Are G2 Users Discussing About Jaspersoft? - [What is TIBCO Jaspersoft used for?](https://www.g2.com/discussions/what-is-tibco-jaspersoft-used-for) - 1 comment - [How do you use Tibco Jaspersoft Studio?](https://www.g2.com/discussions/how-do-you-use-tibco-jaspersoft-studio) - [Is Tibco jaspersoft free?](https://www.g2.com/discussions/is-tibco-jaspersoft-free) - [What is jaspersoft used for?](https://www.g2.com/discussions/what-is-jaspersoft-used-for) - 1 comment - [What is Tibco Jaspersoft?](https://www.g2.com/discussions/what-is-tibco-jaspersoft) - 1 comment ### 8. [Google Chart Tools](https://www.g2.com/products/google-chart-tools/reviews) Interactive Charts and Data Tools. **Average Rating:** 4.2/5.0 **Total Reviews:** 499 **How Do G2 Users Rate Google Chart Tools?** - **Has the product been a good partner in doing business?:** 8.1/10 (Category avg: 8.9/10) - **Steps to Answer:** 7.9/10 (Category avg: 8.3/10) - **Reports Interface:** 8.3/10 (Category avg: 8.7/10) - **Calculated Fields:** 8.2/10 (Category avg: 8.5/10) **Who Is the Company Behind Google Chart Tools?** - **Seller:** [Google](https://www.g2.com/sellers/google) - **Year Founded:** 1998 - **HQ Location:** Mountain View, CA - **Twitter:** @google (31,899,995 Twitter followers) - **LinkedIn® Page:** https://www.linkedin.com/company/1441/ (341,888 employees on LinkedIn®) - **Ownership:** NASDAQ:GOOG **Who Uses This Product?** - **Who Uses This:** Research Assistant, Manager - **Top Industries:** Higher Education, Education Management - **Company Size:** 44% Small-Business, 29% Enterprise #### What Are Google Chart Tools's Pros and Cons? **Pros:** - Data Visualization (1 reviews) - Ease of Use (1 reviews) - Integrations (1 reviews) - Interactivity (1 reviews) **Cons:** - Limited Customization (1 reviews) - Limited Features (1 reviews) - Update Issues (1 reviews) ### What Do G2 Reviewers Say About Google Chart Tools? *AI-generated summary from verified user reviews* **Pros:** - Users appreciate the **effortless data transformation** into interactive charts with Google Chart Tools, enhancing their visualization experience. - Users appreciate the **ease of use** of Google Chart Tools, effortlessly creating interactive charts with minimal coding. - Users value the **smooth integration** of Google Chart Tools with Google Sheets and other products for effortless chart creation. - Users appreciate the **effortless interactivity** of Google Chart Tools, making data visualization simple and engaging. **Cons:** - Users find the **limited customization options** of Google Chart Tools disappointing for advanced charting needs. - Users find the **limited customization options** of Google Chart Tools disappointing, especially for advanced data visualization needs. - Users are frustrated by the **lack of updates** in Google Chart Tools, limiting functionality and chart variety. #### What Are Recent G2 Reviews of Google Chart Tools? **"[Effortless Data Visualization and Seamless Google Integration](https://www.g2.com/survey_responses/google-chart-tools-review-12195067)"** **Rating:** 5.0/5.0 stars *— Tiwari S.* [Read full review](https://www.g2.com/survey_responses/google-chart-tools-review-12195067) --- **"[Seamless Integration and Easy Creation of Complex Charts](https://www.g2.com/survey_responses/google-chart-tools-review-12661987)"** **Rating:** 5.0/5.0 stars *— Millen M.* [Read full review](https://www.g2.com/survey_responses/google-chart-tools-review-12661987) --- #### What Are G2 Users Discussing About Google Chart Tools? - [What is Google Chart Tools used for?](https://www.g2.com/discussions/what-is-google-chart-tools-used-for) - 2 comments, 1 upvote - [What Google program makes graphs?](https://www.g2.com/discussions/what-google-program-makes-graphs) - [Is Google Chart open source?](https://www.g2.com/discussions/is-google-chart-open-source) - [How do I use Google charts?](https://www.g2.com/discussions/how-do-i-use-google-charts) - [Are Google charts free?](https://www.g2.com/discussions/are-google-charts-free) ### 9. [Domo](https://www.g2.com/products/domo/reviews) Domo's AI and Data Products Platform empowers organizations to turn data into actionable insights and solutions. It allows users to seamlessly connect diverse data sources, prepare data for use, and generate dynamic reports and visualizations—all within a single interface. With built-in AI and automation capabilities, teams can easily build and use AI agents, streamline workflows, and create tailored solutions. **Average Rating:** 4.3/5.0 **Total Reviews:** 1,016 **How Do G2 Users Rate Domo?** - **Has the product been a good partner in doing business?:** 8.8/10 (Category avg: 8.9/10) - **Steps to Answer:** 7.9/10 (Category avg: 8.3/10) - **Reports Interface:** 8.5/10 (Category avg: 8.7/10) - **Calculated Fields:** 8.3/10 (Category avg: 8.5/10) **Who Is the Company Behind Domo?** - **Seller:** [Domo](https://www.g2.com/sellers/domo) - **Company Website:** https://www.domo.com - **Year Founded:** 2010 - **HQ Location:** American Fork, UT - **Twitter:** @Domotalk (63,513 Twitter followers) - **LinkedIn® Page:** https://www.linkedin.com/company/25237/ (1,299 employees on LinkedIn®) **Who Uses This Product?** - **Who Uses This:** Data Analyst, Business Analyst - **Top Industries:** Computer Software, Marketing and Advertising - **Company Size:** 49% Mid-Market, 29% Enterprise #### What Are Domo's Pros and Cons? **Pros:** - Ease of Use (247 reviews) - Data Visualization (116 reviews) - Intuitive (95 reviews) - Easy Integrations (92 reviews) - Integrations (88 reviews) **Cons:** - Learning Curve (66 reviews) - Missing Features (59 reviews) - Data Management Issues (55 reviews) - Expensive (44 reviews) - Complexity (43 reviews) ### What Do G2 Reviewers Say About Domo? *AI-generated summary from verified user reviews* **Pros:** - Users praise the **ease of use** of Domo, making data management accessible for everyone, even the less tech-savvy. - Users value the **flexible dashboards** of Domo, which simplify data visualization and enhance decision-making efficiency. - Users highlight the **intuitive design** of Domo, making data management accessible for everyone, even non-tech-savvy users. - Users love the **easy integrations** of Domo, which streamline data management and enhance collaboration across platforms. - Users value Domo's **seamless integration** with diverse data sources, enhancing data management and decision-making efficiency. **Cons:** - Users find the **learning curve steep** , needing extra effort to manage updates and navigate functionalities effectively. - Users express concern over **missing features** like flexible pivot charts and unclear pricing models, impacting usability. - Users face **data management issues** with Domo, citing unreliable connectors and difficulties in report generation and licensing. - Users express frustration with Domo's **expensive pricing hikes** , particularly sudden increases that strain long-term customer relationships. - Users find Domo's **complexity** challenging, with rigid data structures and cumbersome processes hindering efficiency and adaptability. #### What Are Recent G2 Reviews of Domo? **"[Effortless Live Dashboards and Data Blending with Domo](https://www.g2.com/survey_responses/domo-review-13093007)"** **Rating:** 5.0/5.0 stars *— Karthik M.* [Read full review](https://www.g2.com/survey_responses/domo-review-13093007) --- **"[Domo Makes Real-Time Dashboards Effortless with Intuitive ETL and Mobile Metrics](https://www.g2.com/survey_responses/domo-review-13032278)"** **Rating:** 5.0/5.0 stars *— Karthik S.* [Read full review](https://www.g2.com/survey_responses/domo-review-13032278) --- #### What Are G2 Users Discussing About Domo? - [What is Domo used for?](https://www.g2.com/discussions/what-is-domo-used-for) - 1 comment - [How much does Domo cost?](https://www.g2.com/discussions/how-much-does-domo-cost) - [What is Domo data?](https://www.g2.com/discussions/what-is-domo-data) - [Is Domo any good?](https://www.g2.com/discussions/is-domo-any-good) - [What does Domo software do?](https://www.g2.com/discussions/what-does-domo-software-do) ### 10. [Yellowfin BI](https://www.g2.com/products/yellowfin-bi/reviews) Yellowfin is the only analytics suite that successfully combines action based dashboards with industry-leading automated analysis and data storytelling. By delivering the best analytical experience, Yellowfin provides your users with unique ways to engage with and act on their data, and addresses the needs of data analysts, business users, customers and developers who want to build, deploy or use amazing analytical experiences. Analytics for software companies Integrate and embed analytics with a difference into your app, your way \* Replace legacy or home grown reporting tools \* Embed a modern self-service analytics suite \* Deliver an exceptional customer experience Analytics for enterprise Get more value from your data in new and innovative ways \* Migrate from spreadsheets to a modern analytics platform \* Replace legacy BI applications \* Embed analytics into operational workflows Analytical Application Builders Leverage your domain expertise to create data products that delight \* Create unique data driven applications \* Close the loop on analytics \* Deliver insights as a service **Average Rating:** 4.4/5.0 **Total Reviews:** 418 **How Do G2 Users Rate Yellowfin BI?** - **Has the product been a good partner in doing business?:** 8.9/10 (Category avg: 8.9/10) - **Steps to Answer:** 8.0/10 (Category avg: 8.3/10) - **Reports Interface:** 8.6/10 (Category avg: 8.7/10) - **Calculated Fields:** 8.2/10 (Category avg: 8.5/10) **Who Is the Company Behind Yellowfin BI?** - **Seller:** [Yellowfin](https://www.g2.com/sellers/yellowfin) - **Year Founded:** 2003 - **HQ Location:** Austin, Texas - **Twitter:** @YellowfinBI (5,783 Twitter followers) - **LinkedIn® Page:** https://www.linkedin.com/company/358856/ (65 employees on LinkedIn®) **Who Uses This Product?** - **Who Uses This:** General Manager, Business Analyst - **Top Industries:** Computer Software, Information Technology and Services - **Company Size:** 46% Small-Business, 35% Mid-Market #### What Are Yellowfin BI's Pros and Cons? **Pros:** - Ease of Use (69 reviews) - Data Visualization (34 reviews) - Intuitive (27 reviews) - User Interface (26 reviews) - Dashboard Customization (24 reviews) **Cons:** - Learning Curve (33 reviews) - Large Data Handling (26 reviews) - Slow Performance (23 reviews) - Performance Issues (19 reviews) - Limited Customization (17 reviews) ### What Do G2 Reviewers Say About Yellowfin BI? *AI-generated summary from verified user reviews* **Pros:** - Users value the **user-friendly interface** of Yellowfin BI, making reporting and dashboard creation seamless and efficient. - Users appreciate the **user-friendly data visualization** in Yellowfin BI, enabling them to create reports effortlessly. - Users commend Yellowfin BI for its **intuitive interface** , enabling effortless setup and engaging data storytelling. - Users appreciate the **user-friendly interface** of Yellowfin BI, enabling seamless data exploration and collaboration for all skill levels. - Users appreciate the **easy and quick dashboard customization** of Yellowfin BI, enabling efficient data storytelling and visualizations. **Cons:** - Users often face a **steep learning curve** with Yellowfin BI, particularly for advanced features and customizations. - Users experience **performance issues with large data handling** , particularly during filter refresh and managing complex reports. - Users note that **slow performance** with large datasets hampers the efficiency of Yellowfin BI in complex environments. - Users experience **performance issues** with Yellowfin BI, particularly with slow dashboard load times and complex setup processes. - Users find **limited customization** in Yellowfin BI, restricting advanced analytics and creative visual presentations. #### What Are Recent G2 Reviews of Yellowfin BI? **"[Brilliant Data Storytelling and Robust Dashboards with Yellowfin BI](https://www.g2.com/survey_responses/yellowfin-bi-review-12827644)"** **Rating:** 4.5/5.0 stars *— Luciana S.* [Read full review](https://www.g2.com/survey_responses/yellowfin-bi-review-12827644) --- **"[Yellowfin BI Excels at Data Storytelling, Collaboration, and AI-Assisted Insights](https://www.g2.com/survey_responses/yellowfin-bi-review-12809222)"** **Rating:** 4.5/5.0 stars *— Rinalon E.* [Read full review](https://www.g2.com/survey_responses/yellowfin-bi-review-12809222) --- #### What Are G2 Users Discussing About Yellowfin BI? - [What is Yellowfin BI used for?](https://www.g2.com/discussions/what-is-yellowfin-bi-used-for) - [What should I look for in a BI tool?](https://www.g2.com/discussions/what-should-i-look-for-in-a-bi-tool) - [What is the best BI software?](https://www.g2.com/discussions/what-is-the-best-bi-software) - 1 comment - [What are the benefits of business intelligence?](https://www.g2.com/discussions/what-are-the-benefits-of-business-intelligence) - [What are the features of Business Intelligence?](https://www.g2.com/discussions/what-are-the-features-of-business-intelligence) ### 11. [Looker](https://www.g2.com/products/looker/reviews) Looker, Google Cloud’s business intelligence platform, enables you to chat with your data. Organizations turn to Looker for self-service and governed BI, to build custom applications with trusted metrics, or to bring Looker modeling to their existing environment. The result is improved data engineering efficiency and true business transformation. **Average Rating:** 4.4/5.0 **Total Reviews:** 1,587 **How Do G2 Users Rate Looker?** - **Has the product been a good partner in doing business?:** 8.9/10 (Category avg: 8.9/10) - **Steps to Answer:** 8.2/10 (Category avg: 8.3/10) - **Reports Interface:** 8.6/10 (Category avg: 8.7/10) - **Calculated Fields:** 8.4/10 (Category avg: 8.5/10) **Who Is the Company Behind Looker?** - **Seller:** [Google](https://www.g2.com/sellers/google) - **Year Founded:** 1998 - **HQ Location:** Mountain View, CA - **Twitter:** @google (31,899,995 Twitter followers) - **LinkedIn® Page:** https://www.linkedin.com/company/1441/ (341,888 employees on LinkedIn®) - **Ownership:** NASDAQ:GOOG **Who Uses This Product?** - **Who Uses This:** Data Analyst, Data Engineer - **Top Industries:** Computer Software, Information Technology and Services - **Company Size:** 60% Mid-Market, 20% Enterprise #### What Are Looker's Pros and Cons? **Pros:** - Ease of Use (108 reviews) - Insights (64 reviews) - Easy Integrations (57 reviews) - Integrations (54 reviews) - Analytics (51 reviews) **Cons:** - Learning Curve (52 reviews) - Learning Difficulty (38 reviews) - Slow Loading (29 reviews) - Slow Performance (29 reviews) - Complexity (27 reviews) ### What Do G2 Reviewers Say About Looker? *AI-generated summary from verified user reviews* **Pros:** - Users love the **ease of use** of Looker, making it accessible for anyone, regardless of technical skill level. - Users value Looker's **real-time reporting and robust modeling layer** , enhancing data-driven decision-making and flexibility in visualization. - Users value the **easy integrations** with multiple data sources, enhancing their data analysis and dashboard creation experience. - Users value the **seamless integration** with various platforms, enhancing functionality and data insights in Looker. - Users appreciate the **dynamic and real-time reporting** capabilities of Looker, enhancing their digital ads performance analysis. **Cons:** - Users find the **steep learning curve** of Looker challenging, especially for those lacking technical expertise. - Users find **learning Looker challenging** , particularly with LookML, limiting accessibility for those without technical expertise. - Users experience **slow loading times** with Looker, especially when handling large datasets, impacting usability significantly. - Users frequently experience **slow performance** with Looker, particularly during complex data transformations and dashboard loading. - Users find Looker **complex and difficult to learn** , particularly due to its steep learning curve and interface challenges. #### What Are Recent G2 Reviews of Looker? **"[Transforms Data, But Challenging for Beginners](https://www.g2.com/survey_responses/looker-review-12784757)"** **Rating:** 5.0/5.0 stars *— Rahul S.* [Read full review](https://www.g2.com/survey_responses/looker-review-12784757) --- **"[Powerful once it's set up properly, that's once is doing a lot of work in that sentence](https://www.g2.com/survey_responses/looker-review-12863840)"** **Rating:** 4.5/5.0 stars *— Anurag S.* [Read full review](https://www.g2.com/survey_responses/looker-review-12863840) --- #### What Are G2 Users Discussing About Looker? - [What is Looker used for?](https://www.g2.com/discussions/what-is-looker-used-for) - 1 comment - [Why is looker so powerful?](https://www.g2.com/discussions/why-is-looker-so-powerful) - [Is looker an ETL tool?](https://www.g2.com/discussions/is-looker-an-etl-tool) - 4 comments - [What is Looker software?](https://www.g2.com/discussions/what-is-looker-software) ### 12. [Oracle Analytics Cloud](https://www.g2.com/products/oracle-analytics-cloud/reviews) Oracle Analytics Cloud is a comprehensive cloud analytics platform that empowers you to fundamentally change how you analyze and act on information. Empower leaders, analysts, and IT to access data from wherever they are, even using mobile devices. Oracle Analytics Cloud helps organizations discover unique insights faster with machine learning. With augmented analytics, combine data from across your organization with third-party data and automate important and time-consuming tasks such as data preparation, visualization, forecasting, and reporting. **Average Rating:** 4.1/5.0 **Total Reviews:** 293 **How Do G2 Users Rate Oracle Analytics Cloud?** - **Has the product been a good partner in doing business?:** 7.8/10 (Category avg: 8.9/10) - **Steps to Answer:** 7.9/10 (Category avg: 8.3/10) - **Reports Interface:** 8.4/10 (Category avg: 8.7/10) - **Calculated Fields:** 8.2/10 (Category avg: 8.5/10) **Who Is the Company Behind Oracle Analytics Cloud?** - **Seller:** [Oracle](https://www.g2.com/sellers/oracle) - **Year Founded:** 1977 - **HQ Location:** Austin, TX - **Twitter:** @Oracle (827,997 Twitter followers) - **LinkedIn® Page:** https://www.linkedin.com/company/1028/ (208,078 employees on LinkedIn®) - **Ownership:** NYSE:ORCL **Who Uses This Product?** - **Top Industries:** Information Technology and Services, Financial Services - **Company Size:** 61% Enterprise, 27% Mid-Market #### What Are Oracle Analytics Cloud's Pros and Cons? **Pros:** - Analytics (3 reviews) - Data Visualization (3 reviews) - Ease of Use (3 reviews) - Flexibility (2 reviews) - Integrations (2 reviews) **Cons:** - Learning Curve (4 reviews) - Complexity (2 reviews) - Complex Usage (2 reviews) - Limited Customization (2 reviews) - Bugs (1 reviews) ### What Do G2 Reviewers Say About Oracle Analytics Cloud? *AI-generated summary from verified user reviews* **Pros:** - Users value the **seamless integration** and powerful analytics capabilities of Oracle Analytics Cloud for efficient data management. - Users value the **strong data visualization** capabilities of Oracle Analytics Cloud, enabling effortless and engaging analytics for all levels. - Users appreciate the **intuitive and accessible interface** of Oracle Analytics Cloud, simplifying data exploration for all skill levels. - Users value the **flexibility** of Oracle Analytics Cloud, enabling faster analysis with minimal technical effort across various integrations. - Users appreciate the **seamless integrations** of Oracle Analytics Cloud, enhancing data management and collaboration across departments. **Cons:** - Users find the **high learning curve** of Oracle Analytics Cloud challenging, especially during initial setup and configuration. - Users find the **complexity** of Oracle Analytics Cloud particularly challenging, especially during initial setup and configuration. - Users find the **complex usage** of Oracle Analytics Cloud challenging, particularly during initial setup and configuration. - Users find **limited customization** in Oracle Analytics Cloud, affecting the ability to meet specific organizational needs. - Users express concerns about **infrequent software updates** , leading to potential security vulnerabilities within Oracle Analytics Cloud. #### What Are Recent G2 Reviews of Oracle Analytics Cloud? **"[Transform complex data into actionable insights!](https://www.g2.com/survey_responses/oracle-analytics-cloud-review-12093722)"** **Rating:** 4.0/5.0 stars *— Gaurav G.* [Read full review](https://www.g2.com/survey_responses/oracle-analytics-cloud-review-12093722) --- **"[Fast Navigation, Customizable Oracle Analytics Cloud, and Strong Automation](https://www.g2.com/survey_responses/oracle-analytics-cloud-review-5176664)"** **Rating:** 4.0/5.0 stars *— Shawn A.* [Read full review](https://www.g2.com/survey_responses/oracle-analytics-cloud-review-5176664) --- #### What Are G2 Users Discussing About Oracle Analytics Cloud? - [What is Oracle Analytics Cloud used for?](https://www.g2.com/discussions/what-is-oracle-analytics-cloud-used-for) - [How do I import an RPD into Oracle Analytics Cloud?](https://www.g2.com/discussions/how-do-i-import-an-rpd-into-oracle-analytics-cloud) - [What comes out of the box with Oracle Analytics for applications?](https://www.g2.com/discussions/what-comes-out-of-the-box-with-oracle-analytics-for-applications) - [What's New in Oracle Analytics Cloud?](https://www.g2.com/discussions/what-s-new-in-oracle-analytics-cloud) - [What is Oracle Analytics Cloud?](https://www.g2.com/discussions/oracle-analytics-cloud-what-is-oracle-analytics-cloud) ### 13. [Strategy One (formerly MicroStrategy ONE)](https://www.g2.com/products/strategy-one-formerly-microstrategy-one/reviews) 🚀 Strategy One – the AI+BI Platform for Enterprise Analytics at Scale What is Strategy One? Strategy One is the enterprise AI + BI platform that powers data-driven decision-making at scale. Built for complex enterprises, it unifies business intelligence, advanced analytics, and governed data modeling into a single, open platform. With native AI-powered workflows, pixel-perfect dashboards, modern self-service tools, and seamless integrations with Excel, Power BI, and Tableau, Strategy One delivers trusted insights wherever decisions are made. Why Strategy One? Unlike fragmented BI stacks or limited legacy tools, Strategy One provides an end-to-end platform with one trusted semantic core. Business users get governed self-service. Analysts get powerful modeling tools. Executives get real-time answers they can trust. And IT retains full control over data access, definitions, and lineage. Whether you’re creating executive dashboards, deploying embedded analytics, scaling AI copilots, or consolidating BI tools—Strategy One meets the moment with: ✅ Cloud-native architecture ✅ Open integrations with 200+ data sources ✅ Enterprise-grade security and governance ✅ Industry-leading performance and scale ✅ Built-in support for AI copilots, agents, and models Strategy One is trusted by global enterprises in banking, retail, healthcare, and government to turn data into decisions—fast, securely, and at scale. **Average Rating:** 4.2/5.0 **Total Reviews:** 529 **How Do G2 Users Rate Strategy One (formerly MicroStrategy ONE)?** - **Has the product been a good partner in doing business?:** 7.7/10 (Category avg: 8.9/10) - **Steps to Answer:** 7.5/10 (Category avg: 8.3/10) - **Reports Interface:** 8.2/10 (Category avg: 8.7/10) - **Calculated Fields:** 8.0/10 (Category avg: 8.5/10) **Who Is the Company Behind Strategy One (formerly MicroStrategy ONE)?** - **Seller:** [Strategy (formerly MicroStrategy)](https://www.g2.com/sellers/strategy-formerly-microstrategy) - **Company Website:** https://www.strategy.com/software - **Year Founded:** 1989 - **HQ Location:** Tysons Corner, VA - **Twitter:** @MicroStrategy (303,456 Twitter followers) - **LinkedIn® Page:** https://www.linkedin.com/company/strategy/ (3,457 employees on LinkedIn®) **Who Uses This Product?** - **Who Uses This:** Manager, Business Intelligence Developer - **Top Industries:** Retail, Financial Services - **Company Size:** 62% Enterprise, 29% Mid-Market #### What Are Strategy One (formerly MicroStrategy ONE)'s Pros and Cons? **Pros:** - Ease of Use (7 reviews) - Innovation (7 reviews) - Easy Setup (6 reviews) - Customization (4 reviews) - Dashboard Customization (4 reviews) **Cons:** - Learning Difficulty (5 reviews) - Learning Curve (4 reviews) - Missing Features (4 reviews) - Complex Usage (3 reviews) - Access Restrictions (2 reviews) ### What Do G2 Reviewers Say About Strategy One (formerly MicroStrategy ONE)? *AI-generated summary from verified user reviews* **Pros:** - Users value the **ease of use** in Strategy One, particularly for automation and flexible dashboard setup. - Users value the **ongoing innovation** of Strategy One, consistently delivering enhancements that surpass expectations in BI capabilities. - Users commend the **easy setup** process of Strategy One, making initial configuration straightforward and efficient. - Users appreciate the **customization capabilities** of Strategy One, enhancing report building and user-friendly interface. - Users value the **flexible dashboard customization** of Strategy One, enabling easy data exploration and report generation. **Cons:** - Users find the **learning difficulty** overwhelming due to a steep curve and insufficient software-focused training at conferences. - Users express that there is a **steeper learning curve** , making it more challenging than other similar products. - Users are frustrated by the **missing features** , particularly the lack of easy Copilot integration and slow service. - Users find the **complex usage** of Strategy One overwhelming, citing a steep learning curve and integration difficulties. - Users find **access restrictions** problematic, requiring enterprise versions and limiting customization and whitelabeling options. #### What Are Recent G2 Reviews of Strategy One (formerly MicroStrategy ONE)? **"[Scalable, Enterprise-Ready BI with Strong Governance and Reliable Performance](https://www.g2.com/survey_responses/strategy-one-formerly-microstrategy-one-review-12406962)"** **Rating:** 5.0/5.0 stars *— Carlos G.* [Read full review](https://www.g2.com/survey_responses/strategy-one-formerly-microstrategy-one-review-12406962) --- **"[Empowers Data Accessibility, with Minor Transition Hiccups](https://www.g2.com/survey_responses/strategy-one-formerly-microstrategy-one-review-12417688)"** **Rating:** 4.0/5.0 stars *— Van V. T.* [Read full review](https://www.g2.com/survey_responses/strategy-one-formerly-microstrategy-one-review-12417688) --- #### What Are G2 Users Discussing About Strategy One (formerly MicroStrategy ONE)? - [What is MicroStrategy used for?](https://www.g2.com/discussions/what-is-microstrategy-used-for) - [What is the difference between tableau and MicroStrategy?](https://www.g2.com/discussions/what-is-the-difference-between-tableau-and-microstrategy) - [How much does MicroStrategy cost?](https://www.g2.com/discussions/how-much-does-microstrategy-cost) - 1 comment - [Why is MicroStrategy used?](https://www.g2.com/discussions/why-is-microstrategy-used) - [What is MicroStrategy software?](https://www.g2.com/discussions/what-is-microstrategy-software) ### 14. [Sisense](https://www.g2.com/products/sisense/reviews) Sisense is an API-first analytics platform that modernizes businesses by seamlessly integrating in-context analytics within applications, leading to action-oriented insights that enhance decision intelligence. **Average Rating:** 4.2/5.0 **Total Reviews:** 986 **How Do G2 Users Rate Sisense?** - **Has the product been a good partner in doing business?:** 8.7/10 (Category avg: 8.9/10) - **Steps to Answer:** 7.7/10 (Category avg: 8.3/10) - **Reports Interface:** 8.3/10 (Category avg: 8.7/10) - **Calculated Fields:** 8.0/10 (Category avg: 8.5/10) **Who Is the Company Behind Sisense?** - **Seller:** [Sisense, Inc.](https://www.g2.com/sellers/sisense-inc) - **Company Website:** https://www.sisense.com - **Year Founded:** 2004 - **HQ Location:** New York - **Twitter:** @Sisense (6,543 Twitter followers) - **LinkedIn® Page:** https://www.linkedin.com/company/148828/ (546 employees on LinkedIn®) **Who Uses This Product?** - **Who Uses This:** Data Analyst, Product Manager - **Top Industries:** Information Technology and Services, Computer Software - **Company Size:** 57% Mid-Market, 24% Small-Business #### What Are Sisense's Pros and Cons? **Pros:** - Ease of Use (81 reviews) - Data Visualization (50 reviews) - Integrations (45 reviews) - Customer Support (40 reviews) - Dashboard Customization (38 reviews) **Cons:** - Learning Curve (37 reviews) - Missing Features (27 reviews) - Bugs (21 reviews) - Dashboard Issues (20 reviews) - Limited Customization (18 reviews) ### What Do G2 Reviewers Say About Sisense? *AI-generated summary from verified user reviews* **Pros:** - Users appreciate the **ease of use** of Sisense, finding it simple to create interactive dashboards from complex data. - Users value Sisense for its **easy dashboard creation and in-depth data exploration** , enhancing overall data visualization effectiveness. - Users value the **seamless integrations** of Sisense, allowing easy access and management of data across multiple platforms. - Users praise the **amazing customer support** from Sisense, highlighting their responsiveness and effective assistance during usage. - Users value the **dashboard customization** in Sisense, enabling tailored data visualizations and deeper insights effortlessly. **Cons:** - Users face a steep **learning curve** with Sisense, making setup and navigation challenging for less experienced individuals. - Users find **missing features** in Sisense, like limited query capabilities and insufficient data visualization options, frustrating. - Users find Sisense **buggy and unreliable** , especially with scripts and support during updates, leading to operational risks. - Users face **dashboard issues** due to tedious set-up and a need for advanced technical skills, impacting usability. - Users find **dashboard customization limited** , lacking guidelines and requiring advanced knowledge for effective use of Sisense. #### What Are Recent G2 Reviews of Sisense? **"[Customizable Dashboards, but Data Freshness Challenges](https://www.g2.com/survey_responses/sisense-review-8849455)"** **Rating:** 4.5/5.0 stars *— Chris P.* [Read full review](https://www.g2.com/survey_responses/sisense-review-8849455) --- **"[Powerful BI Tool with Flexible Customization](https://www.g2.com/survey_responses/sisense-review-8044935)"** **Rating:** 5.0/5.0 stars *— Verified User in Information Technology and Services* [Read full review](https://www.g2.com/survey_responses/sisense-review-8044935) --- #### What Are G2 Users Discussing About Sisense? - [What is Sisense used for?](https://www.g2.com/discussions/sisense-what-is-sisense-used-for) - 1 comment - [What is Sisense Healthcare Analytics used for?](https://www.g2.com/discussions/what-is-sisense-healthcare-analytics-used-for) - [What does Sisense cost?](https://www.g2.com/discussions/what-does-sisense-cost) - [Who uses Sisense?](https://www.g2.com/discussions/who-uses-sisense) - 1 comment - [What is Sisense used for?](https://www.g2.com/discussions/what-is-sisense-used-for) - 2 comments ### 15. [ThoughtSpot](https://www.g2.com/products/thoughtspot/reviews) ThoughtSpot is the Agentic Analytics Platform company for the enterprise. With natural language and AI, ThoughtSpot empowers everyone in an organization to ask data questions, get answers, and take action. Code-first for data teams and code-free for business users, ThoughtSpot is intuitive enough for anyone to use, yet built to handle large, complex cloud data at scale. Customers like Coca-Cola, Hilton Worldwide, and Capital One are unlocking the full potential of their data with ThoughtSpot. **Average Rating:** 4.4/5.0 **Total Reviews:** 327 **How Do G2 Users Rate ThoughtSpot?** - **Has the product been a good partner in doing business?:** 8.9/10 (Category avg: 8.9/10) - **Steps to Answer:** 8.6/10 (Category avg: 8.3/10) - **Reports Interface:** 8.7/10 (Category avg: 8.7/10) - **Calculated Fields:** 8.2/10 (Category avg: 8.5/10) **Who Is the Company Behind ThoughtSpot?** - **Seller:** [ThoughtSpot](https://www.g2.com/sellers/thoughtspot) - **Company Website:** https://www.thoughtspot.com - **Year Founded:** 2012 - **HQ Location:** Mountain View, CA - **Twitter:** @thoughtspot (10,975 Twitter followers) - **LinkedIn® Page:** https://www.linkedin.com/company/2647843/ (1,738 employees on LinkedIn®) **Who Uses This Product?** - **Who Uses This:** Data Analyst - **Top Industries:** Information Technology and Services, Computer Software - **Company Size:** 44% Enterprise, 42% Mid-Market #### What Are ThoughtSpot's Pros and Cons? **Pros:** - Ease of Use (68 reviews) - Insights (45 reviews) - Analytics (34 reviews) - Intuitive (24 reviews) - Data Visualization (23 reviews) **Cons:** - Learning Curve (24 reviews) - Missing Features (15 reviews) - Complexity (9 reviews) - Learning Difficulty (9 reviews) - Limited Customization (8 reviews) ### What Do G2 Reviewers Say About ThoughtSpot? *AI-generated summary from verified user reviews* **Pros:** - Users appreciate the **ease of use** of ThoughtSpot, enjoying smooth data access and intuitive search capabilities. - Users appreciate the **user-friendly interface** of ThoughtSpot, making data handling and reporting effortless for everyone. - Users appreciate the **intuitive and accessible analytics** of ThoughtSpot, enabling effortless data exploration and visualization. - Users appreciate the **intuitive interface** of ThoughtSpot, making data analytics accessible and easy for everyone. - Users value the **effective data visualization** of ThoughtSpot, enhancing analysis and supporting informed business decisions effortlessly. **Cons:** - Users experience a **steep learning curve** with ThoughtSpot, finding it challenging for those new to business intelligence tools. - Users find that ThoughtSpot has **missing features** , with key data and UI customization options still lacking. - Users struggle with the **complexity** of ThoughtSpot, finding it non-intuitive and difficult for advanced analytics. - Users struggle with **learning difficulties** in ThoughtSpot, finding it non-intuitive and requiring IT support for effective use. - Users find the **limited customization options** of ThoughtSpot frustrating, hindering their ability to tailor the experience. #### What Are Recent G2 Reviews of ThoughtSpot? **"[Easy-to-Navigate Search with Powerful Filters and Helpful AI Query Tweaks](https://www.g2.com/survey_responses/thoughtspot-review-13035404)"** **Rating:** 4.0/5.0 stars *— Verified User in Leisure, Travel & Tourism* [Read full review](https://www.g2.com/survey_responses/thoughtspot-review-13035404) --- **"[ThoughtSpot is one of the best tools on the market](https://www.g2.com/survey_responses/thoughtspot-review-12910262)"** **Rating:** 4.0/5.0 stars *— Murugan M.* [Read full review](https://www.g2.com/survey_responses/thoughtspot-review-12910262) --- #### What Are G2 Users Discussing About ThoughtSpot? - [What is ThoughtSpot used for?](https://www.g2.com/discussions/thoughtspot-what-is-thoughtspot-used-for) - [What does ThoughtSpot do?](https://www.g2.com/discussions/what-does-thoughtspot-do) - 1 comment - [Is ThoughtSpot a public company?](https://www.g2.com/discussions/is-thoughtspot-a-public-company) - [What is ThoughtSpot used for?](https://www.g2.com/discussions/what-is-thoughtspot-used-for) - [What is ThoughtSpot software?](https://www.g2.com/discussions/what-is-thoughtspot-software) ### 16. [Microsoft Power BI Embedded](https://www.g2.com/products/microsoft-power-bi-embedded/reviews) Power BI Embedded provides a simple and straightforward way to bring visual analytics into your app instead of building it yourself. It simplifies Power BI capabilities by helping you quickly add stunning visuals, reports, and dashboards. Similar to apps built on Microsoft Azure use services like Machine Learning and IoT. By enabling easy-to-navigate data exploration in your solutions, allow your customers to make quick, informed decisions in context. The Power BI product suite allows you to author, publish, share, and embed visual interactive reports and dashboards. Use Power BI Desktop to create and distribute content - for free. To monitor key data and share dashboards and reports, use the Power BI web service. To view and interact with your data on any mobile device, get the Power BI Mobile app on the AppStore, Google Play or the Microsoft Store. **Average Rating:** 4.4/5.0 **Total Reviews:** 106 **How Do G2 Users Rate Microsoft Power BI Embedded?** - **Has the product been a good partner in doing business?:** 8.2/10 (Category avg: 8.9/10) - **Steps to Answer:** 8.4/10 (Category avg: 8.3/10) - **Reports Interface:** 9.1/10 (Category avg: 8.7/10) - **Calculated Fields:** 8.9/10 (Category avg: 8.5/10) **Who Is the Company Behind Microsoft Power BI Embedded?** - **Seller:** [Microsoft](https://www.g2.com/sellers/microsoft) - **Year Founded:** 1975 - **HQ Location:** Redmond, Washington - **Twitter:** @microsoft (13,091,739 Twitter followers) - **LinkedIn® Page:** https://www.linkedin.com/company/microsoft/ (231,632 employees on LinkedIn®) - **Ownership:** MSFT **Who Uses This Product?** - **Top Industries:** Information Technology and Services, Computer Software - **Company Size:** 41% Mid-Market, 37% Enterprise #### What Are Microsoft Power BI Embedded's Pros and Cons? **Pros:** - Ease of Use (2 reviews) - Business Improvement (1 reviews) - Dashboard Customization (1 reviews) - Data Visualization (1 reviews) - Ease of Creation (1 reviews) **Cons:** - Learning Curve (2 reviews) - Learning Difficulty (2 reviews) - Formatting Issues (1 reviews) - Initial Difficulty (1 reviews) ### What Do G2 Reviewers Say About Microsoft Power BI Embedded? *AI-generated summary from verified user reviews* **Pros:** - Users find Microsoft Power BI Embedded very **easy to use** , appreciating its simplicity and accessibility for data visualization. - Users find that Microsoft Power BI Embedded provides **valuable insights** that boost sales and enable quick decision-making. - Users enjoy the **dashboard customization** in Power BI Embedded, allowing reports to be embedded seamlessly across various applications. - Users appreciate the **data visualization capabilities** of Power BI Embedded, enhancing their ability to organize and analyze information effectively. - Users find **ease of creation** in Power BI Embedded, as it simplifies complex tasks and enhances creativity. **Cons:** - Users find the **learning curve steep** for Microsoft Power BI Embedded, particularly with complex concepts and limited formatting options. - Users find the **learning difficulty** of Microsoft Power BI Embedded challenging, particularly with complex concepts and limited formatting options. - Users find **formatting issues** in Power BI Embedded, with limited options making visual customization challenging. - Users find the **initial difficulty** challenging, especially without a technical background, making setup time-consuming. #### What Are Recent G2 Reviews of Microsoft Power BI Embedded? **"[Power your Reports with PowerBI](https://www.g2.com/survey_responses/microsoft-power-bi-embedded-review-11822034)"** **Rating:** 4.0/5.0 stars *— Mani B.* [Read full review](https://www.g2.com/survey_responses/microsoft-power-bi-embedded-review-11822034) --- **"[Flexible, Centralized Reporting with Microsoft Power BI Embedded](https://www.g2.com/survey_responses/microsoft-power-bi-embedded-review-12836934)"** **Rating:** 5.0/5.0 stars *— Margarita C.* [Read full review](https://www.g2.com/survey_responses/microsoft-power-bi-embedded-review-12836934) --- #### What Are G2 Users Discussing About Microsoft Power BI Embedded? - [What are the new features in Power BI?](https://www.g2.com/discussions/microsoft-power-bi-embedded-what-are-the-new-features-in-power-bi) - [What is the difference between Power BI and Power BI embedded?](https://www.g2.com/discussions/what-is-the-difference-between-power-bi-and-power-bi-embedded) - 1 comment - [What is embedded Power BI?](https://www.g2.com/discussions/what-is-embedded-power-bi) - [What are the features of Power BI?](https://www.g2.com/discussions/what-are-the-features-of-power-bi) ### 17. [Reveal](https://www.g2.com/products/reveal-2022-05-24/reviews) Reveal is a True SDK embedded analytics and business intelligence (BI) platform designed to be integrated natively into existing applications. Unlike iFrame-based or bolt-on BI tools, Reveal is purpose-built for embedding — delivering full analytical functionality inside any app with complete control over UX, branding, and architecture, and no separate licensing, infrastructure overhead, or complex setup. What Reveal does: Reveal enables software teams to add robust analytics and interactive dashboards to their products through a True SDK — meaning analytics run as a native part of your application, not an embedded webpage. End users get a self-service BI experience — including drag-and-drop dashboard creation, conversational AI analytics, data blending, drill-down, predictive analysis, dashboard linking, calculated fields, statistical functions, and interactive chart filtering — all within the host application. Platform and technology support: Reveal integrates with virtually any tech stack via native SDKs for: - Back-end frameworks: .NET Core, Java, Node.js - Front-end frameworks: React, Angular, Vue.js, Blazor, Web Components, jQuery, MVC - Java frameworks: Spring, Tomcat, Apache - Cloud providers: All major providers fully supported - Deployment options: Cloud, private cloud, on-premises, and air-gapped environments - Server operating systems: Windows, Linux, macOS Who it's for: Product and engineering teams building SaaS applications, enterprise software, or internal tools who need to embed analytics natively — without iFrames, redirects, or forcing users into a separate BI platform. **Average Rating:** 4.6/5.0 **Total Reviews:** 59 **How Do G2 Users Rate Reveal?** - **Has the product been a good partner in doing business?:** 9.6/10 (Category avg: 8.9/10) - **Steps to Answer:** 8.7/10 (Category avg: 8.3/10) - **Reports Interface:** 9.3/10 (Category avg: 8.7/10) - **Calculated Fields:** 8.9/10 (Category avg: 8.5/10) **Who Is the Company Behind Reveal?** - **Seller:** [Infragistics](https://www.g2.com/sellers/infragistics) - **Company Website:** https://www.infragistics.com/ - **Year Founded:** 1989 - **HQ Location:** Cranbury, NJ - **Twitter:** @infragistics (36,861 Twitter followers) - **LinkedIn® Page:** https://www.linkedin.com/company/16069/ (188 employees on LinkedIn®) **Who Uses This Product?** - **Top Industries:** Computer Software, Information Technology and Services - **Company Size:** 53% Small-Business, 27% Mid-Market #### What Are Reveal's Pros and Cons? **Pros:** - Analytics (7 reviews) - Pricing (3 reviews) - Business Improvement (2 reviews) - Embedding Features (2 reviews) - Performance (2 reviews) **Cons:** - Difficult Setup (2 reviews) - Initial Difficulty (2 reviews) - Learning Curve (2 reviews) - Software Bugs (2 reviews) - Customization Difficulty (1 reviews) ### What Do G2 Reviewers Say About Reveal? *AI-generated summary from verified user reviews* **Pros:** - Users love Reveal's **white-label analytics** , allowing seamless integration and empowering non-tech users to create dashboards effortlessly. - Users value the **flat-rate pricing** of Reveal, appreciating consistent costs even with significant usage increases. - Users commend Reveal for its **enhanced brand control** , seamlessly integrating analytics and boosting adoption rates. - Users appreciate the **seamless embedding features** of Reveal, ensuring efficiency in highly regulated environments without connectivity issues. - Users commend the **exceptional performance** of Reveal, particularly its seamless handling of large data sets without lag. **Cons:** - Users find the **difficult setup** of Reveal requires extensive resources and expertise for proper integration. - Users find the **initial difficulty** in learning the SDK challenging, requiring extensive testing beyond basic setups. - Users find the **learning curve steep** , requiring significant effort to customize the Reveal SDK effectively. - Users report **software bugs** in new features, preferring more thorough testing before release despite quick fixes. - Users report **customization difficulty** , noting the SDK requires testing setups for a tailored experience beyond defaults. #### What Are Recent G2 Reviews of Reveal? **"[Seamless integration that saves money and time](https://www.g2.com/survey_responses/reveal-review-11758309)"** **Rating:** 5.0/5.0 stars *— Tatiana R.* [Read full review](https://www.g2.com/survey_responses/reveal-review-11758309) --- **"[Seamless On-Premise Solution That Puts You in Control](https://www.g2.com/survey_responses/reveal-review-12109831)"** **Rating:** 4.0/5.0 stars *— Christopher W.* [Read full review](https://www.g2.com/survey_responses/reveal-review-12109831) --- ### 18. [Intellicus](https://www.g2.com/products/intellicus/reviews) Intellicus helps organizations put their data to work and helps business leaders gain actionable insights. Driven by AI, auto ML and sophisticated machine learning models, Intellicus helps CXOs use data to accelerate their growth. Intellicus Technologies tailor solutions based on your needs, instead of retrofitting them to ‘customizable’ one-size-fits-all solutions. Intellicus offers end-to-end data integration through ETL, integrating sophisticated databases, ERP solutions, legacy systems, telephony, ACDs till flat file systems into a data warehouse that becomes the single source of truth. Intellicus’ self-serve reporting, OLAP capabilities and interactive analytics dashboards allow users to drill down & drill up, zoom out or slice-and-dice data to create a 360-degree view of the business. Auto-ML based what-if predictions deliver power and agility to small and large enterprises so that they can make business critical decisions based on science. Ready to take the next step in your digital transformation? Write to marketing@intellicus.com today **Average Rating:** 4.6/5.0 **Total Reviews:** 119 **How Do G2 Users Rate Intellicus?** - **Has the product been a good partner in doing business?:** 8.9/10 (Category avg: 8.9/10) - **Steps to Answer:** 8.3/10 (Category avg: 8.3/10) - **Reports Interface:** 8.7/10 (Category avg: 8.7/10) - **Calculated Fields:** 8.3/10 (Category avg: 8.5/10) **Who Is the Company Behind Intellicus?** - **Seller:** [Intellicus Technologies](https://www.g2.com/sellers/intellicus-technologies) - **Company Website:** https://www.intellicus.com - **Year Founded:** 2004 - **HQ Location:** Los Gatos, CA - **Twitter:** @Intellicus (277 Twitter followers) - **LinkedIn® Page:** https://www.linkedin.com/company/intellicus-technologies (241 employees on LinkedIn®) **Who Uses This Product?** - **Top Industries:** Information Technology and Services, Computer Software - **Company Size:** 59% Mid-Market, 23% Enterprise #### What Are Intellicus's Pros and Cons? **Pros:** - Reporting (20 reviews) - Ease of Use (19 reviews) - Data Analysis (17 reviews) - Dashboard Customization (14 reviews) - User Interface (14 reviews) **Cons:** - Difficult Learning (17 reviews) - Learning Curve (17 reviews) - Complex Usability (16 reviews) - Learning Difficulty (10 reviews) - Complexity (9 reviews) ### What Do G2 Reviewers Say About Intellicus? *AI-generated summary from verified user reviews* **Pros:** - Users benefit from **real-time dashboards** in Intellicus, enhancing performance tracking and streamlining report generation. - Users value the **ease of use** of Intellicus, enhancing their experience with seamless data handling and reporting. - Users find Intellicus offers **insightful data analysis** with advanced analytics and user-friendly dashboards for effective decision-making. - Users appreciate the **effective dashboard customization** in Intellicus, enhancing speed and detail in performance metrics. - Users value the **intuitive user interface** of Intellicus, facilitating easy dashboard creation and report customization. **Cons:** - Users find Intellicus requires **difficult learning** curves and comprehensive training, especially for those without coding backgrounds. - Users find Intellicus' interface to be **overwhelming at first** , especially those without a coding background. - Users often find the **complex usability** of Intellicus challenging, especially when configuring advanced workflows or scripting. - Users find the **learning difficulty** challenging, especially those with non-coding backgrounds who require more time to adapt. - Users find the **setup complexity** of Intellicus challenging, requiring database knowledge and expertise for advanced features. #### What Are Recent G2 Reviews of Intellicus? **"[A Powerful BI & Reporting Platform](https://www.g2.com/survey_responses/intellicus-review-7654115)"** **Rating:** 5.0/5.0 stars *— Jaswanth S.* [Read full review](https://www.g2.com/survey_responses/intellicus-review-7654115) --- **"[Excellent for Data Engineering and Visualization](https://www.g2.com/survey_responses/intellicus-review-11985902)"** **Rating:** 5.0/5.0 stars *— Abhishek D.* [Read full review](https://www.g2.com/survey_responses/intellicus-review-11985902) --- #### What Are G2 Users Discussing About Intellicus? - [What is Intellicus used for?](https://www.g2.com/discussions/what-is-intellicus-used-for) - 1 comment, 1 upvote ### 19. [Bold BI](https://www.g2.com/products/bold-bi/reviews) Bold BI® by Syncfusion® is a modern, flexible analytics platform that empowers everyone—from business users to developers—to turn raw data into meaningful insights, fast. Whether you're embedding analytics into your application or building dashboards from scratch, Bold BI makes it easy to deliver powerful, interactive data experiences without compromising on performance or security. With an intuitive no-code, drag-and-drop interface, even non-technical users can create stunning dashboards in minutes. Meanwhile, developers enjoy deep customization through robust APIs, SDKs, and white-labeling options, making it simple to integrate analytics seamlessly into any application. With support for 130+ data sources, including Microsoft SQL Server, Azure SQL Data Warehouse, Oracle, REST APIs, Bold Datahub, and more, Bold BI offers unmatched data flexibility and connectivity. Designed for secure, scalable deployments, the platform’s multi-tenant architecture and enterprise-grade security features single sign-on (SSO) via OAuth2 and OpenID and role-based access control to ensure data protection and simplified user management. Real-time dashboard sharing, scheduled alerts, and export options make collaboration effortless, helping teams stay aligned and make faster, data-driven decisions. Backed by Syncfusion, Bold BI offers end-to-end expert support, ideal for organizations looking to scale their analytics. Customers benefit from 24/5 assistance through free scheduled support calls, live chat, and email—from onboarding to full implementation. NOTE: Older reviews may reference the historical product name, "Syncfusion Dashboard Platform." **Average Rating:** 4.4/5.0 **Total Reviews:** 88 **How Do G2 Users Rate Bold BI?** - **Has the product been a good partner in doing business?:** 8.9/10 (Category avg: 8.9/10) - **Steps to Answer:** 7.9/10 (Category avg: 8.3/10) - **Reports Interface:** 8.4/10 (Category avg: 8.7/10) - **Calculated Fields:** 8.3/10 (Category avg: 8.5/10) **Who Is the Company Behind Bold BI?** - **Seller:** [Syncfusion](https://www.g2.com/sellers/syncfusion) - **Company Website:** https://www.syncfusion.com - **Year Founded:** 2001 - **HQ Location:** Morrisville, North Carolina - **Twitter:** @Syncfusion (11,907 Twitter followers) - **LinkedIn® Page:** https://www.linkedin.com/company/123064/ (2,658 employees on LinkedIn®) **Who Uses This Product?** - **Top Industries:** Computer Software, Information Technology and Services - **Company Size:** 51% Small-Business, 32% Mid-Market #### What Are Bold BI's Pros and Cons? **Pros:** - Customer Support (17 reviews) - Ease of Use (16 reviews) - Integrations (12 reviews) - Dashboard Customization (8 reviews) - Embedding Features (8 reviews) **Cons:** - Bugs (8 reviews) - Learning Curve (7 reviews) - Difficult Setup (6 reviews) - Software Bugs (5 reviews) - Dashboard Issues (4 reviews) ### What Do G2 Reviewers Say About Bold BI? *AI-generated summary from verified user reviews* **Pros:** - Users commend the **unmatched support** from Bold BI, highlighting prompt resolution and expert guidance throughout their experience. - Users find Bold BI's **ease of use** exceptional, making analytics accessible for both technical and non-technical teams. - Users value the **easy integrations** of Bold BI, enabling seamless connections with numerous data sources for robust analytics. - Users value the **customizable dashboards** in Bold BI, enhancing usability and integration for analytics across applications. - Users value the **seamless embedding capabilities** of Bold BI, enhancing analytics within various applications and portals. **Cons:** - Users often experience **bugs and issues** with Bold BI, especially after updates, impacting functionality and usability. - Users find the **learning curve steep** , requiring technical knowledge and resources for effective setup and use. - Users face a **difficult setup** process for Bold BI, requiring time and tutorials to navigate initial configurations. - Users report numerous **software bugs** with Bold BI, particularly affecting Docker and Kubernetes compatibility after updates. - Users face **dashboard issues** such as setup complexity and performance lags with intricate configurations in Bold BI. #### What Are Recent G2 Reviews of Bold BI? **"[Simple, Powerful, and Works Well](https://www.g2.com/survey_responses/bold-bi-review-10818671)"** **Rating:** 5.0/5.0 stars *— muhdin m.* [Read full review](https://www.g2.com/survey_responses/bold-bi-review-10818671) --- **"[Powerful, Flexible Analytics Platform with Intuitive Design and Excellent Support](https://www.g2.com/survey_responses/bold-bi-review-12016141)"** **Rating:** 5.0/5.0 stars *— Mohamed zulfadli A.* [Read full review](https://www.g2.com/survey_responses/bold-bi-review-12016141) --- #### What Are G2 Users Discussing About Bold BI? - [What is Bold BI used for?](https://www.g2.com/discussions/what-is-bold-bi-used-for) - [What are Microsoft BI tools?](https://www.g2.com/discussions/what-are-microsoft-bi-tools) - [What are examples of BI tools?](https://www.g2.com/discussions/bold-bi-what-are-examples-of-bi-tools) - [What is the most popular BI tool?](https://www.g2.com/discussions/what-is-the-most-popular-bi-tool) - [What is bold bi?](https://www.g2.com/discussions/what-is-bold-bi) ### 20. [Qlik Sense](https://www.g2.com/products/qlik-sense/reviews) Qlik Sense empowers people to make better data-driven decisions and take action. The solution provides augmented analytics for every business need from visualization and dashboards to natural language analytics, custom and embedded analytics, reporting and alerting. Our unique associative technology enhances human intuition with AI-powered insights, offering unmatched capabilities for combining data and exploring information. It indexes the associations in your data, and exposes related and unrelated values as you click, revealing hidden insights that would be missed by query-based tools. And it performs calculations as fast as you can think. Qlik Sense helps users move from passive to active analytics for real-time collaboration and action. And you get robust data integration, application automation and the convenience of SaaS with hybrid multi-cloud capabilities. See why we’ve been named a Gartner Magic Quadrant Leader for Analytics and BI platforms for 11 years in a row. Visit us at [https://www.qlik.com/us/](- https://www.qlik.com/us/products/qlik-sense?utm_medium=referral&utm_source=G2&utm_team=DIG&utm_term=QlikSense&utm_mpt_id=CKMP5D) **Average Rating:** 4.4/5.0 **Total Reviews:** 763 **How Do G2 Users Rate Qlik Sense?** - **Has the product been a good partner in doing business?:** 8.5/10 (Category avg: 8.9/10) - **Steps to Answer:** 8.3/10 (Category avg: 8.3/10) - **Reports Interface:** 8.3/10 (Category avg: 8.7/10) - **Calculated Fields:** 8.4/10 (Category avg: 8.5/10) **Who Is the Company Behind Qlik Sense?** - **Seller:** [Qlik](https://www.g2.com/sellers/qlik) - **Year Founded:** 1993 - **HQ Location:** Radnor, PA - **Twitter:** @qlik (64,130 Twitter followers) - **LinkedIn® Page:** https://www.linkedin.com/company/10162/ (4,551 employees on LinkedIn®) - **Phone:** 1 (888) 994-9854 **Who Uses This Product?** - **Who Uses This:** Consultant, Analyst - **Top Industries:** Information Technology and Services, Computer Software - **Company Size:** 41% Enterprise, 41% Mid-Market #### What Are Qlik Sense's Pros and Cons? **Pros:** - Ease of Use (55 reviews) - Data Visualization (31 reviews) - Analytics (28 reviews) - Insights Discovery (24 reviews) - Features (22 reviews) **Cons:** - Limited Features (17 reviews) - Missing Features (16 reviews) - Expensive (14 reviews) - Data Management (13 reviews) - Learning Curve (13 reviews) ### What Do G2 Reviewers Say About Qlik Sense? *AI-generated summary from verified user reviews* **Pros:** - Users value the **ease of use** in Qlik Sense, enjoying its simplicity for data integration and reporting. - Users highlight the **robust data visualization capabilities** of Qlik Sense that enhance insights and user experience. - Users value the **quick creation and deployment of analytics applications** in Qlik Sense, enhancing their reporting capabilities. - Users appreciate the **robust data visualization capabilities** of Qlik Sense, enhancing their ability to gain insights effectively. - Users value the **versatility and ease of use** of Qlik Sense, enabling effective data representation and insights. **Cons:** - Users find the **limited features** of Qlik Sense restrict their ability to create new visualizations effectively. - Users find the **missing features** in Qlik Sense, such as personal object additions and static report creation disappointing. - Users find Qlik Sense **very expensive** , limiting its accessibility despite its data visualization capabilities. - Users highlight the need for improved **data management** in Qlik Sense, particularly for automation and organization. - Users find the **learning curve steep** , with challenging functions and a need for better training opportunities. #### What Are Recent G2 Reviews of Qlik Sense? **"[Visually Stunning, Excel-Like Ease on Web](https://www.g2.com/survey_responses/qlik-sense-review-12727600)"** **Rating:** 4.0/5.0 stars *— Adnan J.* [Read full review](https://www.g2.com/survey_responses/qlik-sense-review-12727600) --- **"[Intuitive Data Exploration and Dashboards with Qlik Sense’s Associative Model](https://www.g2.com/survey_responses/qlik-sense-review-12963425)"** **Rating:** 4.5/5.0 stars *— Suman K.* [Read full review](https://www.g2.com/survey_responses/qlik-sense-review-12963425) --- #### What Are G2 Users Discussing About Qlik Sense? - [What is Qlik Sense used for?](https://www.g2.com/discussions/what-is-qlik-sense-used-for) - [What is QlikView used for?](https://www.g2.com/discussions/what-is-qlikview-used-for) - [What is the difference between QlikView and qlik sense?](https://www.g2.com/discussions/what-is-the-difference-between-qlikview-and-qlik-sense) - 1 comment - [Is qlik sense good?](https://www.g2.com/discussions/is-qlik-sense-good) - 1 comment - [What can qlik sense do?](https://www.g2.com/discussions/what-can-qlik-sense-do) - 1 comment ### 21. [Luzmo](https://www.g2.com/products/luzmo/reviews) Luzmo helps businesses embed data products hassle-free, empowering their users with fast, confident decisions in record time. **Average Rating:** 4.6/5.0 **Total Reviews:** 70 **How Do G2 Users Rate Luzmo?** - **Has the product been a good partner in doing business?:** 9.4/10 (Category avg: 8.9/10) - **Steps to Answer:** 8.2/10 (Category avg: 8.3/10) - **Reports Interface:** 8.8/10 (Category avg: 8.7/10) - **Calculated Fields:** 8.1/10 (Category avg: 8.5/10) **Who Is the Company Behind Luzmo?** - **Seller:** [Luzmo NV](https://www.g2.com/sellers/luzmo-nv) - **Year Founded:** 2015 - **HQ Location:** Brooklyn, US - **Twitter:** @luzmo_official (895 Twitter followers) - **LinkedIn® Page:** https://www.linkedin.com/company/10198259/ (50 employees on LinkedIn®) **Who Uses This Product?** - **Who Uses This:** CEO - **Top Industries:** Computer Software, Information Technology and Services - **Company Size:** 59% Small-Business, 32% Mid-Market #### What Are Luzmo's Pros and Cons? **Pros:** - Ease of Use (7 reviews) - Embedding Features (5 reviews) - Customization (4 reviews) - Insights (4 reviews) - Setup Ease (4 reviews) **Cons:** - Complexity (2 reviews) - Limited Options (2 reviews) - Performance Issues (2 reviews) - Table Limitations (2 reviews) - Bugs (1 reviews) ### What Do G2 Reviewers Say About Luzmo? *AI-generated summary from verified user reviews* **Pros:** - Users commend Luzmo for its **ease of use** , allowing fast dashboard creation and quick adoption by team members. - Users value Luzmo's **embedded analytics** that enhance user experience and accelerate time-to-market for SaaS applications. - Users value the **customization and embed features** of Luzmo, enabling tailored B2B applications with ease and efficiency. - Users highlight the **intuitive interface and quick onboarding** of Luzmo, enabling rapid adoption and effective data insights. - Users value the **easy setup** of Luzmo, enabling rapid deployment and efficient onboarding for analytics tools. **Cons:** - Users find **complexity in setup** and performance, especially with larger datasets and dashboard editing limitations in Luzmo. - Users express frustration with **limited options** for complex queries and lack of chart functionality in Luzmo. - Users encounter **performance issues** with Luzmo that affect efficiency, particularly with large datasets and dashboard editing. - Users note the **table limitations** in Luzmo hinder complex queries and affect overall data handling effectiveness. - Users report **performance and sync issues** with Luzmo, especially with larger datasets impacting overall usability. #### What Are Recent G2 Reviews of Luzmo? **"[Fast, Beautiful Dashboards and Effortless Embedding](https://www.g2.com/survey_responses/luzmo-review-11991075)"** **Rating:** 4.5/5.0 stars *— Shanti B.* [Read full review](https://www.g2.com/survey_responses/luzmo-review-11991075) --- **"[Powerful Embedded BI with Proactive Support Addressing Performance at Scale](https://www.g2.com/survey_responses/luzmo-review-12246440)"** **Rating:** 4.5/5.0 stars *— Verified User in Logistics and Supply Chain* [Read full review](https://www.g2.com/survey_responses/luzmo-review-12246440) --- #### What Are G2 Users Discussing About Luzmo? - [What is Cumul.io used for?](https://www.g2.com/discussions/what-is-cumul-io-used-for) ### 22. [Zoho Analytics](https://www.g2.com/products/zoho-analytics/reviews) Zoho Analytics is a GenAI-powered self-service BI and analytics platform that helps businesses collect, prepare, analyze, and present insights from their data, all within minutes. Integrate with 500+ native data sources, like files, feeds, local and cloud databases, cloud storage, and popular business apps. Clean, transform, enrich, and catalog data with our agentic AI-powered, self-service data preparation and management capabilities. Create and manage complex ETL data pipelines using our visual pipeline builder, process stream data for real-time analytics, and set up a strong metrics layer for quality analysis and management. Zoho Analytics comes with 100+ domain-specific prebuilt reports and dashboards, pre-trained NLQ models, intelligently modeled and blended data across business applications, and lots more. Use our intuitive drag-and-drop visualization builder to build insightful and interactive reports and dashboards using a wide variety of visual components, like charts, widgets, pivot tables, tabular views and more. Generate customized reports and dashboards using simple, natural language with our AI-powered conversational agent, Zia. Ask Zia goes beyond basic reporting; it enables users to perform diagnostic analytics, forecast key metrics, and receive intelligent insights and recommendations. Users can assign tasks and trigger actions just by conversing with our agentic AI, Zia, streamlining their workflows and empowering data-driven decisions. Seamlessly embed Ask Zia into your custom or business applications to deliver contextual insights and actions. Enrich your analysis with automated insights by using our NLG-powered narration engine, Zia Insights. With diagnostic analytics for smarter decision-making, Zia Insights takes automated insights to the next level by bubbling up key drivers for particular business tasks. Enumerate complex business scenarios with what-if analyses, forecast KPIs, uncover trends and patterns with advanced analytical capabilities. Leverage cognitive analysis for keyword extraction and sentiment analysis, and more. Evaluate the best ML models with no-code assistance or develop custom models and functions using Python Code Studio. Zoho Analytics comes with pre-packed ML models (AutoML) that allow you to evaluate and pick the best model for your use case. Alternatively custom models and functions using Python Code Studio Embed our full-fledged analytics platform into other software applications. Craft and present immersive data stories through slideshows or purpose-built analytics portals. Collaborate securely through contextual comment threads and real-time messaging. Zoho Analytics has a robust set of APIs that enables elaborate customization and highly extensible low-code and no-code integration with any technology stack. It also offers a high degree of deployment flexibility (private, public, multi-cloud, and on-premises) and platform extensibility (professional services, partner support, and marketplace). Zoho Analytics is modern and scalable, and it can readily match growing data volumes and usage. Its time-tested and accredited enterprise-grade security features and governance framework ensure continuous data management and stewardship. On top of everything else, the TCO for Zoho Analytics—including licensing, implementation, customization, training, and support—is the lowest in our market. **Average Rating:** 4.2/5.0 **Total Reviews:** 281 **How Do G2 Users Rate Zoho Analytics?** - **Has the product been a good partner in doing business?:** 8.5/10 (Category avg: 8.9/10) - **Steps to Answer:** 8.0/10 (Category avg: 8.3/10) - **Reports Interface:** 8.1/10 (Category avg: 8.7/10) - **Calculated Fields:** 8.3/10 (Category avg: 8.5/10) **Who Is the Company Behind Zoho Analytics?** - **Seller:** [Zoho](https://www.g2.com/sellers/zoho-b00ca9d5-bca8-41b5-a8ad-275480841704) - **Year Founded:** 1996 - **HQ Location:** Austin, TX - **Twitter:** @Zoho (137,880 Twitter followers) - **LinkedIn® Page:** https://www.linkedin.com/company/38373/ (30,766 employees on LinkedIn®) - **Phone:** +1 (888) 900-9646 **Who Uses This Product?** - **Who Uses This:** Director, Business Analyst - **Top Industries:** Information Technology and Services, Computer Software - **Company Size:** 50% Small-Business, 43% Mid-Market #### What Are Zoho Analytics's Pros and Cons? **Pros:** - Ease of Use (39 reviews) - Analytics (34 reviews) - Integrations (28 reviews) - Dashboard Usability (22 reviews) - Data Visualization (22 reviews) **Cons:** - Learning Curve (22 reviews) - Limited Customization (14 reviews) - Data Integration (10 reviews) - Integration Issues (10 reviews) - Missing Features (10 reviews) ### What Do G2 Reviewers Say About Zoho Analytics? *AI-generated summary from verified user reviews* **Pros:** - Users appreciate the **user-friendly interface** of Zoho Analytics, making navigation and customization effortless for everyone. - Users love the **seamless data integration** capabilities of Zoho Analytics, enabling comprehensive analysis from multiple sources effortlessly. - Users appreciate the **extensive integrations** of Zoho Analytics, seamlessly connecting with various data sources and enhancing usability. - Users value the **user-friendly dashboards** in Zoho Analytics, enabling easy customization and effective data tracking. - Users praise the **data visualization capabilities** of Zoho Analytics, enabling insightful analysis through intuitive dashboards and charts. **Cons:** - Users experience a **steep learning curve** with Zoho Analytics, especially for complex reports and advanced features. - Users find the **limited customization** options in Zoho Analytics restricts their ability to tailor reports effectively. - Users highlight the **limited data integration capabilities** of Zoho Analytics, impacting overall usability and functionality. - Users face **integration issues** with Zoho Analytics, limiting connections to external data sources and affecting overall usability. - Users find the **missing features** in Zoho Analytics limit its functionality and ease of use, especially for beginners. #### What Are Recent G2 Reviews of Zoho Analytics? **"[A Powerful, Data-Driven Dashboard Tool with Easy Multi-App Integration](https://www.g2.com/survey_responses/zoho-analytics-review-12870240)"** **Rating:** 5.0/5.0 stars *— Arpit S.* [Read full review](https://www.g2.com/survey_responses/zoho-analytics-review-12870240) --- **"[Excellent Reporting with Zoho Analytics and Zoho Books Sync](https://www.g2.com/survey_responses/zoho-analytics-review-12722454)"** **Rating:** 5.0/5.0 stars *— Abhinandan J.* [Read full review](https://www.g2.com/survey_responses/zoho-analytics-review-12722454) --- #### What Are G2 Users Discussing About Zoho Analytics? - [What is Zoho Analytics used for?](https://www.g2.com/discussions/what-is-zoho-analytics-used-for) - 2 comments - [What is the use of Zoho?](https://www.g2.com/discussions/what-is-the-use-of-zoho) - 1 comment - [Is Zoho Analytics free?](https://www.g2.com/discussions/is-zoho-analytics-free) - 1 comment - [How does Zoho Analytics work?](https://www.g2.com/discussions/how-does-zoho-analytics-work) - [What are the features of Zoho?](https://www.g2.com/discussions/zoho-analytics-what-are-the-features-of-zoho) - 1 comment ### 23. [datapine](https://www.g2.com/products/rib-software-datapine/reviews) datapine is a business intelligence & dashboarding platform that is focused on self-service, but also offers advanced analytics features such as predictive analytics or intelligent data alerts based on artificial intelligence and machine learning. With a few clicks, datapine integrates dozens of data sources such as databases, flat files, marketing analytics, social media data, CRM, and ERP data as well as helpdesk data. Thanks to an intuitive user interface, users of all skill levels can visualize and make sense of complex data by asking important questions and receiving answers immediately. The core of the product are dynamic, interactive business dashboards, that help to share insights within the organization effectively. datapine enables managers to data scientists to explore, visualize, analyze and report data in one central analytics platform and empowers modern, KPI driven businesses to grow further. datapine is a RIB Software GmbH solution. **Average Rating:** 4.6/5.0 **Total Reviews:** 26 **How Do G2 Users Rate datapine?** - **Has the product been a good partner in doing business?:** 8.8/10 (Category avg: 8.9/10) - **Steps to Answer:** 10.0/10 (Category avg: 8.3/10) - **Reports Interface:** 10.0/10 (Category avg: 8.7/10) - **Calculated Fields:** 10.0/10 (Category avg: 8.5/10) **Who Is the Company Behind datapine?** - **Seller:** [RIB Software](https://www.g2.com/sellers/rib-software) - **Year Founded:** 1961 - **HQ Location:** Stuttgart, DE - **Twitter:** @RIB_Global (1,214 Twitter followers) - **LinkedIn® Page:** https://www.linkedin.com/company/rib-software/ (1,556 employees on LinkedIn®) - **Ownership:** ETR:RIB **Who Uses This Product?** - **Company Size:** 50% Mid-Market, 42% Small-Business #### What Are Recent G2 Reviews of datapine? **"[All in one BI tool with powerful features](https://www.g2.com/survey_responses/datapine-review-5112205)"** **Rating:** 5.0/5.0 stars *— Verified User in Retail* [Read full review](https://www.g2.com/survey_responses/datapine-review-5112205) --- **"[Great predictive analytics features for budgeting](https://www.g2.com/survey_responses/datapine-review-7521266)"** **Rating:** 5.0/5.0 stars *— Verified User in Consumer Services* [Read full review](https://www.g2.com/survey_responses/datapine-review-7521266) --- ### 24. [Toucan](https://www.g2.com/products/toucan/reviews) Toucan is an AI-embedded analytics platform designed to assist independent software vendors (ISVs) and SaaS companies in integrating advanced analytics features directly into their products, eliminating the need for building these capabilities from the ground up. This platform is tailored specifically for customer-facing applications, meaning that the end users are the clients of these companies rather than internal analysts. By enabling product and operations teams to configure and deploy analytics features independently, Toucan streamlines the development process and reduces reliance on data engineering resources. The target audience for Toucan primarily includes ISVs and SaaS companies across various industries, such as fintech, HR tech, and marketing technology. These organizations often seek to enhance their product offerings with sophisticated analytics capabilities that provide value to their users. With Toucan, product teams can quickly implement features that allow end users to interact with data in meaningful ways. This is particularly beneficial for companies looking to differentiate themselves in competitive markets by offering robust analytics without the lengthy development cycles typically associated with such features. Toucan's key capabilities include conversational AI analytics, which empowers end users to pose questions in natural language and receive instant data visualizations. This feature is anchored in a governed semantic layer, ensuring that the insights provided are consistent and reliable. Additionally, the platform offers automatic dashboard generation through AI, allowing users to customize layouts, colors, and metrics without requiring technical expertise. The white-label, multi-tenant embedding options ensure that analytics seamlessly integrate into existing products, creating a native experience for users. Security and compliance are paramount in today's data-driven landscape, and Toucan addresses these concerns with row-level security and granular permissions. This ensures that each end user only accesses their specific data, making it suitable for regulated industries where data privacy is critical. Furthermore, Toucan supports connections to modern data infrastructures, such as PostgreSQL, MySQL, and AWS Redshift, and offers both SaaS and self-hosted deployment options to meet various organizational needs. The platform's no-code builder is a standout feature, enabling product and operations teams to create, edit, and publish dashboards without any coding knowledge. This capability significantly reduces dashboard development time—by up to two-thirds compared to traditional in-house builds—allowing ISVs to launch reporting modules in days instead of months. By embedding analytics as a premium feature, organizations can also create new revenue streams, enhancing their overall product value while minimizing additional development overhead. With over 350 clients already leveraging its capabilities, Toucan is positioned as a powerful solution for companies looking to enhance their analytics offerings. **Average Rating:** 4.7/5.0 **Total Reviews:** 179 **How Do G2 Users Rate Toucan?** - **Has the product been a good partner in doing business?:** 9.4/10 (Category avg: 8.9/10) - **Steps to Answer:** 8.5/10 (Category avg: 8.3/10) - **Reports Interface:** 8.7/10 (Category avg: 8.7/10) - **Calculated Fields:** 8.5/10 (Category avg: 8.5/10) **Who Is the Company Behind Toucan?** - **Seller:** [Toucan Toco](https://www.g2.com/sellers/toucan-toco) - **Year Founded:** 2015 - **HQ Location:** Boston, Massachusetts - **Twitter:** @Toucan_Toco (2,402 Twitter followers) - **LinkedIn® Page:** https://www.linkedin.com/company/3661933/ (76 employees on LinkedIn®) **Who Uses This Product?** - **Who Uses This:** Data Analyst - **Top Industries:** Computer Software, Banking - **Company Size:** 43% Small-Business, 30% Mid-Market #### What Are Toucan's Pros and Cons? **Pros:** - Ease of Use (8 reviews) - Easy Integrations (8 reviews) - Data Visualization (7 reviews) - Integrations (7 reviews) - Insights (6 reviews) **Cons:** - Complexity (2 reviews) - Complex Usage (2 reviews) - Learning Curve (2 reviews) - Limited Customization (2 reviews) - Bugs (1 reviews) ### What Do G2 Reviewers Say About Toucan? *AI-generated summary from verified user reviews* **Pros:** - Users appreciate the **ease of use** of Toucan, facilitating quick setup and seamless data visualization. - Users appreciate the **easy integrations** of Toucan, enabling seamless connections with various data sources for powerful insights. - Users love the **intuitive interface** of Toucan for effortlessly creating and interacting with data visualizations. - Users admire the **flexible integrations** of Toucan, enabling seamless connections to diverse data sources and devices. - Users appreciate the **no-code dashboard creation** and seamless integration with other tools that enhance data visualization. **Cons:** - Users find the **complex UI** of Toucan challenging, especially when trying to navigate and use it independently. - Users find the **complex usage** of Toucan challenging, especially when navigating the interface as new users. - New users face a **steep learning curve** with Toucan due to its complex interface and necessary technical skills. - Users note the **limited customization** options in Toucan, which hinder presentation flexibility but encourage clearer data visualization. - Users often face **bugs** with Toucan, leading to increased maintenance costs and some learning challenges. #### What Are Recent G2 Reviews of Toucan? **"[An Amazing Tool For Embedded Business Intelligence](https://www.g2.com/survey_responses/toucan-review-12302095)"** **Rating:** 4.5/5.0 stars *— Felice C.* [Read full review](https://www.g2.com/survey_responses/toucan-review-12302095) --- **"[The game-changer to turn our data into actionable insights](https://www.g2.com/survey_responses/toucan-review-10931373)"** **Rating:** 5.0/5.0 stars *— Robin C.* [Read full review](https://www.g2.com/survey_responses/toucan-review-10931373) --- #### What Are G2 Users Discussing About Toucan? - [What is Toucan used for?](https://www.g2.com/discussions/what-is-toucan-used-for) ### 25. [Bold Reports](https://www.g2.com/products/bold-reports/reviews) Bold Reports® by Syncfusion® is a modern self-service and embedded reporting solution that empowers organizations to design, manage, and deliver pixel-perfect, paginated reports with ease. It supports both RDL and RDLC formats, offering full compatibility and flexibility for enterprise reporting needs. With support for embedding in over 10 application platforms, including JavaScript, Angular, React, Blazor, and ASP.NET Core, Bold Reports seamlessly integrates into any tech stack. Bold Reports serves a wide range of users—from individual developers and small teams to large enterprises and government organizations—offering scalable solutions with export options that include PDF, Excel, Word, PowerPoint, and HTML. With an intuitive, WYSIWYG, drag-and-drop Report Designer, users of all skill levels can create interactive, rich reports using a wide array of 40+ report items: charts, tables, matrices, gauges, maps, barcodes, sparklines, and more. It supports over 30 data connectors, including SQL databases, Excel files, REST APIs, cloud services, and the Bold Data Hub for centralized data management. Backed by the end-to-end expert support of Syncfusion®, Bold Reports is ideal for organizations looking to scale their reporting with speed and intelligence. Customers benefit from 24/5 assistance from onboarding to full implementation through free, scheduled support calls, live chat, and email. Note: Older reviews may reference the product’s previous name, “Syncfusion® Report Platform.” **Average Rating:** 4.1/5.0 **Total Reviews:** 56 **How Do G2 Users Rate Bold Reports?** - **Has the product been a good partner in doing business?:** 8.6/10 (Category avg: 8.9/10) - **Steps to Answer:** 7.5/10 (Category avg: 8.3/10) - **Reports Interface:** 8.3/10 (Category avg: 8.7/10) - **Calculated Fields:** 8.1/10 (Category avg: 8.5/10) **Who Is the Company Behind Bold Reports?** - **Seller:** [Syncfusion](https://www.g2.com/sellers/syncfusion) - **Company Website:** https://www.syncfusion.com - **Year Founded:** 2001 - **HQ Location:** Morrisville, North Carolina - **Twitter:** @Syncfusion (11,907 Twitter followers) - **LinkedIn® Page:** https://www.linkedin.com/company/123064/ (2,658 employees on LinkedIn®) **Who Uses This Product?** - **Top Industries:** Computer Software, Information Technology and Services - **Company Size:** 56% Small-Business, 33% Mid-Market #### What Are Bold Reports's Pros and Cons? **Pros:** - Ease of Use (10 reviews) - Customer Support (9 reviews) - Easy Integrations (9 reviews) - Report Generation (8 reviews) - Integrations (7 reviews) **Cons:** - Learning Difficulty (6 reviews) - Slow Performance (6 reviews) - Report Issues (5 reviews) - Bugs (3 reviews) - Complex Usage (3 reviews) ### What Do G2 Reviewers Say About Bold Reports? *AI-generated summary from verified user reviews* **Pros:** - Users find Bold Reports extremely **easy to use** , appreciating its intuitive design and seamless integration capabilities. - Users commend the **excellent customer support** of Bold Reports, noting prompt responses and effective issue resolution. - Users value the **easy integrations** of Bold Reports, enhancing flexibility and efficiency across various applications. - Users value the **comprehensive report generation capabilities** of Bold Reports, enhancing their application development and reporting flexibility. - Users love the **seamless integration** of Bold Reports, enhancing flexibility and simplifying report creation across applications. **Cons:** - Users experience a **learning difficulty** with Bold Reports due to confusing interfaces and complex setup processes. - Users find the **slow performance** of Bold Reports frustrating, especially when handling large reports without proper tuning. - Users face challenges with **reporting issues** , including difficulties in saving designs and locating implementation documentation. - Users experience **bugs and glitches** in Bold Reports, impacting functionality and support quality during critical times. - Users find the **complex usage** of Bold Reports frustrating, particularly during setup and navigating its features. #### What Are Recent G2 Reviews of Bold Reports? **"[Fast, Flexible & Fantastic Value!](https://www.g2.com/survey_responses/bold-reports-review-12761102)"** **Rating:** 5.0/5.0 stars *— Matthew R.* [Read full review](https://www.g2.com/survey_responses/bold-reports-review-12761102) --- **"[Impressive UI Simplifies Report Creation](https://www.g2.com/survey_responses/bold-reports-review-12616614)"** **Rating:** 5.0/5.0 stars *— Ronald N.* [Read full review](https://www.g2.com/survey_responses/bold-reports-review-12616614) --- #### What Are G2 Users Discussing About Bold Reports? - [What is Bold Reports used for?](https://www.g2.com/discussions/what-is-bold-reports-used-for) - 1 comment ## What Is Embedded Business Intelligence Software? [Business Intelligence Software](https://www.g2.com/categories/business-intelligence) ## What Software Categories Are Similar to Embedded Business Intelligence Software? - [Data Visualization Tools](https://www.g2.com/categories/data-visualization-tools) - [Predictive Analytics Software](https://www.g2.com/categories/predictive-analytics) - [Analytics Platforms](https://www.g2.com/categories/analytics-platforms) --- ## How Do You Choose the Right Embedded Business Intelligence Software? ### What You Should Know About Embedded Business Intelligence Software ### What is Embedded Business Intelligence Software? Embedded business intelligence (BI) software, also known as embedded analysis software, gives users self-service analytics capabilities within business applications. Software developers use embedded business intelligence tools to build analytics into business applications, giving users access to analytics without relying on third party BI consultants or customer support. The software in this category makes it easy to house analytics inside a specific application. Additionally, some embedded business intelligence platforms provide businesses with embedded dashboards; this allows employees easy access to relevant analysis. While these tools may be sold to enterprise companies for internal systems such as [HR](https://www.g2.com/categories/hr) or [ERP systems](https://www.g2.com/categories/erp-systems), they are usually sold to other software companies who integrate them in existing software to give the software embedded business intelligence capabilities. Key Benefits of Embedded Business Intelligence Software - Empower users to access data during daily workflow without exiting their current application - Allow users to [transform data](https://www.g2.com/categories/embedded-business-intelligence/f/data-transformation) into a useful and relatable model embedded within a business application - [Create reports](https://www.g2.com/categories/embedded-business-intelligence/f/reports-interface), dashboards, and visualizations ### Why Use Embedded Business Intelligence Software? Business applications produce vast amounts of data which can be very useful for end users. Traditionally, business users that wanted to extract and analyze data would use business intelligence platforms; they would need to extract the data from the application and upload it to the platform. Embedded business intelligence is an alternative approach where users can access analytics from within the user interface of the given application. Embedded business intelligence provide users with interactive visual dashboards and reporting functionality within the actual business application. - Engaged users — Incorporating embedded business intelligence into applications results in higher productivity for end users, since they can access data and analytics within the application they are using. - Improved efficiency — Companies are seeing a decline in ad hoc analytics requests when embedded business intelligence is deployed. - Better applications — Users spend more time using applications when they are enhanced with embedded business intelligence, this leads to enhanced productivity and better deployment of the applications. ### Who Uses Embedded Business Intelligence Software? Analytics is no longer out of reach for the everyday employee. Thanks to self-service analytics and embedded business intelligence, data analysis is open to many, and insights can be drawn from data by anyone with basic software capabilities. However, there are still specific positions that utilize this software more than others. - Software developers — Developers that want to create the next generation of products and services can use embedded business intelligence to build analytics capabilities into their applications, including custom reports and dashboards. - Business users — Analytics can be at the business user’s fingertips, allowing them to understand the data. The user-friendly designs of this software are especially helpful for users at smaller companies where this type of analysis is a small facet of a user’s job. - Business analysts — These tools give business analysts the ability to create custom dashboards and reports that serve a variety of stakeholders. These platforms empower analysts to stay up to date on their rapidly changing markets. - Data engineers — With embedded business intelligence, data engineers can focus on pulling data from disparate sources, furthering their ability to build analytics apps, widgets, and dashboards for business users. ### Kinds of Embedded Business Intelligence Software There are two areas where embedded business intelligence software are typically used, externally and internally. In both cases, analytics capabilities are built into business applications, the only difference is the end user. - External embedding — Embeds analytics into customer-facing applications to make them more useful, allowing users to understand the data they are viewing or creating. An example of external embedding would be a mobile app development company that builds a portal for clients to access analytics related to their mobile applications. - Internal embedding — Integrates reports and dashboards into tools a business’s employees use, allowing them to garner insights into their data from a wide range of sources and formats. An example of internal embedding would be a company’s IT department that develops and manages applications used by internal stakeholders and partners to understand internal company data, such as sales and marketing metrics. ### Embedded Business Intelligence Software Features Embedded business intelligence software tend to have a wide range of features, including visualization and reporting and data modeling. The following features are found in most embedded business intelligence software. - Integratable — When embedded business intelligence capabilities are integrated in a business application, users can access dashboards, visualizations, and reports. - White labeling — Embedded business intelligence software give developers the ability to white label and seamlessly integrate analytics to match the look and feel of of any given application. - Visualizations and reporting — Users can create reports and other user-friendly visualizations to better illustrate data and gain a competitive advantage. - [Data modeling](https://www.g2.com/categories/embedded-business-intelligence/f/data-modeling) — Support self-service data modeling, blending, and [discovery processes](https://www.g2.com/categories/embedded-business-intelligence/f/data-discovery). These advanced analytics capabilities allows the user to get a high-level view of the data and understand it well. Other features of embedded business intelligence software: [Automodeling](https://www.g2.com/categories/embedded-business-intelligence/f/automodeling), [Collaboration & Workflow](https://www.g2.com/categories/embedded-business-intelligence/f/collaboration-workflow), and [Search Capabilities](https://www.g2.com/categories/embedded-business-intelligence/f/search). ### Trends Related to Embedded Business Intelligence Software Data and data analytics are no confined to IT departments and data experts. The rise in self-service analytics platforms coupled with artificial intelligence (AI) has led to an advance in embedded business intelligence. Features of these products allow users to query data using [natural language processing (NLP) software](https://www.g2.com/categories/natural-language-processing-nlp) and platforms that allow users to dig into their data using AI and [machine learning software](https://www.g2.com/categories/machine-learning). Conversational interface — Users can uncover deeper answers to questions about data using intuitive language such as “how were sales this week" or “who was the highest-performing employee this month." Intuitive methods of querying data means a larger user base that can access and make sense of complex analytics. AI-powered insights — End users can discover hidden insights with the power of machine learning. This technology can make sense of data for users and help them understand what they are seeing. ### Potential Issues with Embedded Business Intelligence Software Where the product lives — There are a few considerations to make when buying embedded business intelligence software. It may require lots of work by a skilled development team or vendor support staff to embed the business intelligence tool, especially if the data is particularly messy. Some data might not be compatible with different products. Additionally, embedded software still offers self-service qualities that vary in levels of difficulty. Plan for adoption — At the start, analytics tools may not seem valuable to all employees; end users might struggle to adopt the solutions. Therefore, it’s important for companies to have a plan to encourage and promote user adoption. Time to market — As with any software implementation, it’s important to think about how long it will take to implement. It’s important to consider related software that a company might need, such as [data integration software](https://www.g2.com/categories/data-integration). Data security — Don’t make data security an afterthought. Companies must consider security options to ensure the correct users see the correct data. It must also have security options that allow administrators to assign verified users different levels of access to the platform. ### Software and Services Related to Embedded Business Intelligence Software The following solutions can be used in conjunction with the products in this category to make the most comprehensive reports possible. [Application development software](https://www.g2.com/categories/application-development) — Embedded business intelligence tools differ from development tools in terms of how easy they integrate within different applications. Developers typically use some sort of [application development software](https://www.g2.com/categories/application-development), such as [mobile development software](https://www.g2.com/categories/mobile-development) or [rapid application development (RAD) software](https://www.g2.com/categories/rapid-application-development-rad), to leverage templated infrastructure. [Business intelligence platforms](https://www.g2.com/categories/business-intelligence) — Embedded business intelligence is not always the right solution for a business problem. Sometimes, it makes more sense to start by using a stand-alone analytics platform. Many of these platforms are self-service, which means they are user-friendly and helps anyone who wants to better understand data. [Database software](https://www.g2.com/categories/database-software) — There are a plethora of solutions for storing, organizing, and sharing large amounts of data to later be accessed and analyzed by analytics tools. Products in this parent category include everything from [big data software](https://www.g2.com/categories/big-data) to traditional table-based [relational databases software](https://www.g2.com/categories/relational-databases). Each business has a unique set of metrics tied to their operation, products, and clientele. Businesses should research and implement database solutions to find the one that makes the most sense for their data types and analytical needs. When considering an embedded business intelligence solution, users should investigate which databases can integrate with their tool and make the most logical product choice for their particular situation. These analytics products don’t serve much purpose without the ability to pull data from an existing company database. [Sales analytics software](https://www.g2.com/categories/sales-analytics) — When seeking to refine and optimize sales efforts, companies might require more focused insights than those offered with standard embedded business intelligence technology. Sales analytics software identifies strengths, weaknesses, and other detailed analysis of sales departments and individual salespeople. Improving sales processes helps bolster a business from all angles while contributing to a business intelligence strategy.Some companies might consider [marketing analytics software](https://www.g2.com/categories/marketing-analytics) for a big picture perspective of overall marketing efforts. _Researched and written by _[_Matthew Miller_](https://research.g2.com/insights/author/matthew-miller)