# Best Embedded Business Intelligence Software - Page 4 *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 (3,667 reviews) | Multi-source dashboard embedding inside Salesforce workflows | "[Clear data means quick decisions.](https://www.g2.com/survey_responses/tableau-review-13124621)" | | 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 (597 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 (438 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 (402 reviews) | Code-first notebooks with publishable self-serve apps | "[All-in-One Collaborative Workspace for SQL, Python, and Interactive Dashboards](https://www.g2.com/survey_responses/hex-review-13125920)" | | 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 | [Domo](https://www.g2.com/products/domo/reviews) | 4.3/5.0 (1,025 reviews) | Multi-source data embedding with no-code ETL | "[Domo Turns Disconnected Reports Into a Game-Changing Sales Scorecard](https://www.g2.com/survey_responses/domo-review-13128007)" | | 9 | [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)" | | 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 | "[Brilliant Data Storytelling and Robust Dashboards with Yellowfin BI](https://www.g2.com/survey_responses/yellowfin-bi-review-12827644)" | ## 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 20, 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** ### GoodData.AI 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. [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=2026-07-21T03%3A57%3A13Z&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=610&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%3Fpage%3D4%26tab%3Dhighest_rated%25253Futm_source%25253DUltimateGuidetoEmbed&secure%5Btoken%5D=f7708aff95cce04376f7ac66cea41e7b88c376174dce57ac23106747109a59ae&secure%5Burl%5D=https%3A%2F%2Fwww.gooddata.ai%2Fplatform%2Fembedded-analytics%2F%3Futm_medium%3Dpaid%26utm_source%3Dg2.com%26utm_campaign%3Dg2_clicks_embedded_bi_062026&secure%5Burl_type%5D=custom_url) --- ## What Are the Top-Rated Embedded Business Intelligence Software Products in 2026? ### 1. [Entrinsik Informer](https://www.g2.com/products/entrinsik-informer/reviews) Founded in 1984, Entrinsik is an established, global software company based in Raleigh, North Carolina. Over 3,000 organizations in many industries around the world use Entrinsik software every day. Our state of the art solutions improve efficiency, productivity, and streamline daily operations Informer 5 is a robust, extensible data discovery and analytics platform that simplifies the process of accessing, cleansing, blending, and analyzing on-prem and cloud data. Aggregate disparate data using a single web-based platform to create a cohesive, curated, governed data hub for self-service data analysis. Explore, visualize and analyze relevant data on the fly. Securely publish Reports and collaborate with colleagues. Generate Dashboards that consolidate critical performance metrics. Informer is used extensively within various industries including Higher Education, Insurance, Manufacturing & Distribution, Healthcare, Public Safety, Not-for-Profit, Government, CRM, and many others. Informer Embedded is the perfect choice for software applications looking to provide purposeful, self-service analytics within or complementing their solution. Integration is quick and seamless with our heavily experienced and results-driven in-house team. You can choose your integration path with options from inlined content to external, connected but separate full applications. All options are entirely customizable and white-labeled to match the look and feel of your brand flawlessly so that you can provide critical insights without having to sacrifice your software’s identity. Contact us at informersales@entrinsik.com, 888-703-0016 for access to the Informer Sandbox to get a feel for the platform on your own or to schedule a one-on-one conversation or demo. Let us help you uncover insights in your data. **Average Rating:** 4.7/5.0 **Total Reviews:** 10 **How Do G2 Users Rate Entrinsik Informer?** - **Has the product been a good partner in doing business?:** 10.0/10 (Category avg: 8.9/10) - **Steps to Answer:** 8.0/10 (Category avg: 8.3/10) - **Reports Interface:** 7.5/10 (Category avg: 8.7/10) - **Calculated Fields:** 6.9/10 (Category avg: 8.5/10) **Who Is the Company Behind Entrinsik Informer?** - **Seller:** [Entrinsik](https://www.g2.com/sellers/entrinsik) - **Year Founded:** 1984 - **HQ Location:** Raleigh, NC - North Carolina - **Twitter:** @Entrinsik (471 Twitter followers) - **LinkedIn® Page:** https://www.linkedin.com/company/entrinsik-inc./ (43 employees on LinkedIn®) **Who Uses This Product?** - **Top Industries:** Higher Education - **Company Size:** 73% Mid-Market, 18% Enterprise #### What Are Recent G2 Reviews of Entrinsik Informer? **"[Excellent Reporting Tool!](https://www.g2.com/survey_responses/entrinsik-informer-review-4563627)"** **Rating:** 5.0/5.0 stars *— Verified User in Higher Education* [Read full review](https://www.g2.com/survey_responses/entrinsik-informer-review-4563627) --- **"[Informer is a high speed, low drag, teflon coated reporting solution](https://www.g2.com/survey_responses/entrinsik-informer-review-4563621)"** **Rating:** 5.0/5.0 stars *— Peter C.* [Read full review](https://www.g2.com/survey_responses/entrinsik-informer-review-4563621) --- ### 2. [Infinity](https://www.g2.com/products/stotle-inc-infinity/reviews) Infinity™ is simple to use and easy to implement, you can start searching in days and create new insights in seconds. **Average Rating:** 4.4/5.0 **Total Reviews:** 4 **How Do G2 Users Rate Infinity?** - **Steps to Answer:** 7.9/10 (Category avg: 8.3/10) - **Reports Interface:** 8.8/10 (Category avg: 8.7/10) - **Calculated Fields:** 7.2/10 (Category avg: 8.5/10) **Who Is the Company Behind Infinity?** - **Seller:** [Stotle](https://www.g2.com/sellers/stotle) - **Year Founded:** 2019 - **HQ Location:** N/A - **Twitter:** @StotleInc (6 Twitter followers) - **LinkedIn® Page:** https://www.linkedin.com/company/the-media-optimizers/ (42 employees on LinkedIn®) **Who Uses This Product?** - **Company Size:** 50% Small-Business, 25% Enterprise #### What Are Recent G2 Reviews of Infinity? **"[Infinity- Workflow Management](https://www.g2.com/survey_responses/infinity-review-9318465)"** **Rating:** 5.0/5.0 stars *— Ashok c.* [Read full review](https://www.g2.com/survey_responses/infinity-review-9318465) --- **"[This software is very useful when it comes to managing the works and projects.](https://www.g2.com/survey_responses/infinity-review-9537030)"** **Rating:** 4.5/5.0 stars *— Vikas P.* [Read full review](https://www.g2.com/survey_responses/infinity-review-9537030) --- ### 3. [KeyLines Graph Visualization Toolkit](https://www.g2.com/products/keylines-graph-visualization-toolkit/reviews) Build game-changing graph visualization products that turn connected data into insight. **Average Rating:** 4.8/5.0 **Total Reviews:** 4 **How Do G2 Users Rate KeyLines Graph Visualization Toolkit?** - **Has the product been a good partner in doing business?:** 9.4/10 (Category avg: 8.9/10) - **Steps to Answer:** 8.3/10 (Category avg: 8.3/10) - **Reports Interface:** 9.2/10 (Category avg: 8.7/10) - **Calculated Fields:** 10.0/10 (Category avg: 8.5/10) **Who Is the Company Behind KeyLines Graph Visualization Toolkit?** - **Seller:** [Cambridge Intelligence](https://www.g2.com/sellers/cambridge-intelligence) - **Year Founded:** 2011 - **HQ Location:** Cambridge, GB - **Twitter:** @cambridgeintel (1,194 Twitter followers) - **LinkedIn® Page:** https://www.linkedin.com/company/cambridge-intelligence (86 employees on LinkedIn®) **Who Uses This Product?** - **Company Size:** 75% Mid-Market, 25% Small-Business #### What Are KeyLines Graph Visualization Toolkit's Pros and Cons? **Pros:** - Customer Support (3 reviews) - Data Handling (2 reviews) - Integrations (2 reviews) - Data Analysis (1 reviews) - Easy Integrations (1 reviews) **Cons:** - Performance Issues (1 reviews) ### What Do G2 Reviewers Say About KeyLines Graph Visualization Toolkit? *AI-generated summary from verified user reviews* **Pros:** - Users praise the **responsive customer support** of KeyLines, highlighting its helpfulness and timely assistance. - Users commend the **easy data handling** with KeyLines, enhancing analysis and integration into projects effortlessly. - Users value the **easy integration** of KeyLines, benefiting from comprehensive documentation and excellent support for their projects. - Users find the **easy data analysis** integration of KeyLines invaluable for identifying patterns and enhancing project outcomes. - Users love the **easy integrations** with KeyLines, appreciating the helpful documentation and support for their projects. **Cons:** - Users report **performance issues** with KeyLines, impacting their experience and effectiveness in building applications. #### What Are Recent G2 Reviews of KeyLines Graph Visualization Toolkit? **"[Incredible tool for pattern analysis](https://www.g2.com/survey_responses/keylines-graph-visualization-toolkit-review-10894761)"** **Rating:** 5.0/5.0 stars *— Leonardo D.* [Read full review](https://www.g2.com/survey_responses/keylines-graph-visualization-toolkit-review-10894761) --- **"[Easy data analysis](https://www.g2.com/survey_responses/keylines-graph-visualization-toolkit-review-10788496)"** **Rating:** 5.0/5.0 stars *— Manolo L.* [Read full review](https://www.g2.com/survey_responses/keylines-graph-visualization-toolkit-review-10788496) --- ### 4. [AnyChart JS Charts](https://www.g2.com/products/anychart-js-charts/reviews) AnyChart is an award-winning JavaScript charting library from the world's leader in data visualization, which makes it easy for developers to add beautiful interactive charts and dashboards to any web, mobile, or standalone project. AnyChart is flexible, lightweight, cross-platform and cross-browser, with outstanding documentation and API reference. Provides over 70 built-in chart types and numerous features out of the box. Runs on any platform and with any database. Prompt support guaranteed. More than 75% of Fortune 500 companies across all industries and over half of the top 1,000 software vendors worldwide use AnyChart to operate data visualization in their business intelligence, reporting and analytics systems. Join the leaders! **Average Rating:** 4.3/5.0 **Total Reviews:** 12 **How Do G2 Users Rate AnyChart JS Charts?** - **Has the product been a good partner in doing business?:** 10.0/10 (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:** 8.8/10 (Category avg: 8.5/10) **Who Is the Company Behind AnyChart JS Charts?** - **Seller:** [AnyChart](https://www.g2.com/sellers/anychart) - **Year Founded:** 2003 - **HQ Location:** Saint Augustine, FL - **Twitter:** @AnyChart (6,364 Twitter followers) - **LinkedIn® Page:** https://www.linkedin.com/company/anychart (14 employees on LinkedIn®) - **Phone:** 1(888) 845-1211 **Who Uses This Product?** - **Top Industries:** Computer Software - **Company Size:** 43% Small-Business, 29% Enterprise #### What Are Recent G2 Reviews of AnyChart JS Charts? **"[Lightweight and robust charting API](https://www.g2.com/survey_responses/anychart-js-charts-review-3933737)"** **Rating:** 4.5/5.0 stars *— Saurabh S.* [Read full review](https://www.g2.com/survey_responses/anychart-js-charts-review-3933737) --- **"[Anychart- Data visualization in different format (series, pie, area, bar etc.)](https://www.g2.com/survey_responses/anychart-js-charts-review-4306233)"** **Rating:** 4.5/5.0 stars *— Sunil T.* [Read full review](https://www.g2.com/survey_responses/anychart-js-charts-review-4306233) --- #### What Are G2 Users Discussing About AnyChart JS Charts? - [What is AnyChart JS Charts used for?](https://www.g2.com/discussions/what-is-anychart-js-charts-used-for) ### 5. [C5i Discovery](https://www.g2.com/products/c5i-discovery/reviews) Augmented analytics platform powered by generative AI to drive decision intelligence through personalized, actionable insights and using conversational AI to foster adoption and decision-first culture. Enterprises, globally, are in different states of maturity in their analytics journey and continually investing on BI and analytics. What is missing then? Lack of adoption and impact on business makes the journey devoid of ROI. C5i Discovery is here to turn the situation around by providing simple, smart and speedy ways of getting insights and making decisions. In action, C5i Discovery has delivered business impacts like: 2X increase in speed to contextual ecommerce insights 34% reduction in finished goods waste due to stales and damages 86% automation of brand performance reporting 57% reduction of time-to-insights for sales performance Augmented analytics capabilities of Discovery help businesses at various stages of decision making with: • Descriptive analytics (connected insights) • Diagnostic analytics (anomaly detection & causal) • Predictive analytics (early warning signals and forecasting) • Prescriptive analytics (impact assessment, recommendations and scenario planning). **Average Rating:** 4.3/5.0 **Total Reviews:** 3 **How Do G2 Users Rate C5i Discovery?** - **Steps to Answer:** 6.7/10 (Category avg: 8.3/10) - **Reports Interface:** 8.3/10 (Category avg: 8.7/10) - **Calculated Fields:** 7.5/10 (Category avg: 8.5/10) **Who Is the Company Behind C5i Discovery?** - **Seller:** [C5i](https://www.g2.com/sellers/c5i) - **Year Founded:** 2000 - **HQ Location:** Edison, New Jersey, United States - **LinkedIn® Page:** https://www.linkedin.com/company/c5i-ai (1,481 employees on LinkedIn®) **Who Uses This Product?** - **Company Size:** 67% Mid-Market, 33% Enterprise #### What Are Recent G2 Reviews of C5i Discovery? **"[Augmented software to manage e-commerce end to end analytics](https://www.g2.com/survey_responses/c5i-discovery-review-8847906)"** **Rating:** 4.5/5.0 stars *— Pankaj G.* [Read full review](https://www.g2.com/survey_responses/c5i-discovery-review-8847906) --- **"[Course5 Discovery: A Comprehensive Learning Experience](https://www.g2.com/survey_responses/c5i-discovery-review-7601273)"** **Rating:** 5.0/5.0 stars *— Deepak K.* [Read full review](https://www.g2.com/survey_responses/c5i-discovery-review-7601273) --- ### 6. [CanvasJS Charts](https://www.g2.com/products/canvasjs-charts/reviews) CanvasJS Charts is an HTML5 Charting library that runs across devices and browsers and has 10x Performance Compared to traditional SVG charting Libraries. This allows you to create rich dashboards that work across devices without compromising on maintainability or functionality of your web application. **Average Rating:** 4.6/5.0 **Total Reviews:** 18 **How Do G2 Users Rate CanvasJS Charts?** - **Has the product been a good partner in doing business?:** 10.0/10 (Category avg: 8.9/10) - **Steps to Answer:** 7.5/10 (Category avg: 8.3/10) - **Reports Interface:** 7.2/10 (Category avg: 8.7/10) - **Calculated Fields:** 7.3/10 (Category avg: 8.5/10) **Who Is the Company Behind CanvasJS Charts?** - **Seller:** [Fenopix Technologies](https://www.g2.com/sellers/fenopix-technologies) - **Year Founded:** 2012 - **HQ Location:** Claymont, Delaware - **Twitter:** @fenopix (31 Twitter followers) - **LinkedIn® Page:** https://www.linkedin.com/company/3352381/ (6 employees on LinkedIn®) **Who Uses This Product?** - **Company Size:** 61% Small-Business, 22% Mid-Market #### What Are Recent G2 Reviews of CanvasJS Charts? **"[Perfect for my little escape game](https://www.g2.com/survey_responses/canvasjs-charts-review-4923469)"** **Rating:** 5.0/5.0 stars *— Stéphane R.* [Read full review](https://www.g2.com/survey_responses/canvasjs-charts-review-4923469) --- **"[Charts, charts, charts!](https://www.g2.com/survey_responses/canvasjs-charts-review-4685038)"** **Rating:** 5.0/5.0 stars *— Jeremy G.* [Read full review](https://www.g2.com/survey_responses/canvasjs-charts-review-4685038) --- #### What Are G2 Users Discussing About CanvasJS Charts? - [What software is used for charts?](https://www.g2.com/discussions/what-software-is-used-for-charts) - [Is CanvasJS open-source?](https://www.g2.com/discussions/is-canvasjs-open-source) - 1 comment - [What are the chart features?](https://www.g2.com/discussions/what-are-the-chart-features) - [What is the use of CanvasJS?](https://www.g2.com/discussions/what-is-the-use-of-canvasjs) ### 7. [Lumenore](https://www.g2.com/products/netlink-lumenore/reviews) Lumenore helps businesses turn data into actionable business intelligence with the power of AI, natural language querying, and predictive analytics. With industry-specific solutions embedded in a powerful BI platform, Lumenore turns your raw data into accurate insights. Ensure seamless data integration, enable modern business storytelling, and encourage advanced insight discovery. Create an all-in-one data universe for effective decision-making across business functions with Lumenore. **Average Rating:** 4.7/5.0 **Total Reviews:** 3 **How Do G2 Users Rate Lumenore?** - **Has the product been a good partner in doing business?:** 8.3/10 (Category avg: 8.9/10) - **Steps to Answer:** 6.7/10 (Category avg: 8.3/10) - **Reports Interface:** 8.3/10 (Category avg: 8.7/10) - **Calculated Fields:** 7.5/10 (Category avg: 8.5/10) **Who Is the Company Behind Lumenore?** - **Seller:** [Netlink](https://www.g2.com/sellers/netlink) - **Year Founded:** 2013 - **HQ Location:** Madison Heights, Michigan, United States - **LinkedIn® Page:** https://www.linkedin.com/company/lumenore (83 employees on LinkedIn®) **Who Uses This Product?** - **Company Size:** 67% Mid-Market, 33% Small-Business #### What Are Lumenore's Pros and Cons? **Pros:** - Analytics (1 reviews) - Data Analysis (1 reviews) - Data Visualization (1 reviews) - Ease of Use (1 reviews) - Easy Integrations (1 reviews) **Cons:** - Poor UI (1 reviews) ### What Do G2 Reviewers Say About Lumenore? *AI-generated summary from verified user reviews* **Pros:** - Users value the **ease of use and clarity** of Lumenore's analytics, enjoying comprehensive data analysis in one place. - Users highlight the **user-friendly dashboards** of Lumenore, allowing for seamless data analysis in one location. - Users love the **easy-to-use dashboards** of Lumenore, enabling clear data analysis with narrative explanations. - Users appreciate the **ease of use** of Lumenore, highlighting its clear dashboards and consolidated data analysis. - Users appreciate the **easy integrations** of Lumenore, enabling seamless data analysis and clear, presentable dashboards. **Cons:** - Users feel the **UI could be improved** with more color theme options for a better experience. #### What Are Recent G2 Reviews of Lumenore? **"[No code business analytics platform](https://www.g2.com/survey_responses/lumenore-review-11074031)"** **Rating:** 5.0/5.0 stars *— Ritu G.* [Read full review](https://www.g2.com/survey_responses/lumenore-review-11074031) --- **"[Great solution for Decision Analytics](https://www.g2.com/survey_responses/lumenore-review-8729961)"** **Rating:** 5.0/5.0 stars *— Abhishek Y.* [Read full review](https://www.g2.com/survey_responses/lumenore-review-8729961) --- ### 8. [Rational BI](https://www.g2.com/products/rational-bi/reviews) Rational BI for AWS provides effortless analytics, data science and business intelligence in a modern analytical platform that connects to all your databases, data files and cloud drives including your AWS data sources such as Amazon Redshift, Athena, Aurora, and RDS. **Average Rating:** 4.3/5.0 **Total Reviews:** 4 **How Do G2 Users Rate Rational BI?** - **Has the product been a good partner in doing business?:** 6.7/10 (Category avg: 8.9/10) **Who Is the Company Behind Rational BI?** - **Seller:** [Rational BI](https://www.g2.com/sellers/rational-bi) - **HQ Location:** Stockholm, SE - **Twitter:** @RationalBi (12 Twitter followers) - **LinkedIn® Page:** https://linkedin.com/company/rationalbi (2 employees on LinkedIn®) **Who Uses This Product?** - **Company Size:** 75% Small-Business, 25% Mid-Market #### What Are Recent G2 Reviews of Rational BI? **"[Review on Rational BI-Modern analytics platform for AWS](https://www.g2.com/survey_responses/rational-bi-review-7415239)"** **Rating:** 4.0/5.0 stars *— Prem R.* [Read full review](https://www.g2.com/survey_responses/rational-bi-review-7415239) --- **"[Great BI tool for enterprises with security in mind](https://www.g2.com/survey_responses/rational-bi-review-7421108)"** **Rating:** 5.0/5.0 stars *— Julian David M.* [Read full review](https://www.g2.com/survey_responses/rational-bi-review-7421108) --- ### 9. [Datafor](https://www.g2.com/products/datafor/reviews) Datafor is an \*\*Embedded BI & Analytics\*\* software platform that integrates data modeling, querying, and visualization capabilities into business applications. It enables organizations to build reports, dashboards, and self-service analytics within a unified environment, while delivering a consistent analytics experience across different user groups under multi-tenant and permission constraints. Datafor is an embedded analytics solution designed to help SaaS providers, ISVs, and enterprise systems deliver configurable data reports and interactive analytical capabilities directly inside their applications. \* \*\*Software form factor & integration\*\*: Supports embedding reports and dashboards into external systems (such as portals and line-of-business applications), and can integrate with authentication mechanisms (e.g., SSO) and authorization/permission frameworks. \* \*\*Data modeling & analytics capabilities\*\*: Provides metric- and dimension-oriented analytical modeling (commonly via an OLAP/semantic layer) to standardize definitions and support slicing, drill-down, and aggregation analysis. \* \*\*Visualization & interaction\*\*: Offers charts, filters, and parameter-driven interactions for business users to build actionable dashboards and subject-oriented analysis pages. \* \*\*Multi-tenancy & data security\*\*: Designed for SaaS/OEM scenarios with tenant isolation and fine-grained access control (e.g., by user/role, including row-level security rules). \* \*\*Operations & governance\*\*: Suitable for organizations that need centralized management of data sources, models, reporting assets, and their authorization relationships, helping reduce duplicated work and the overhead of permission configuration. **Average Rating:** 5.0/5.0 **Total Reviews:** 2 **How Do G2 Users Rate Datafor?** - **Has the product been a good partner in doing business?:** 9.2/10 (Category avg: 8.9/10) - **Calculated Fields:** 10.0/10 (Category avg: 8.5/10) **Who Is the Company Behind Datafor?** - **Seller:** [Datafor](https://www.g2.com/sellers/datafor) - **Year Founded:** 2015 - **HQ Location:** Shanghai, CN - **LinkedIn® Page:** https://www.linkedin.com/company/datafor123/ (6 employees on LinkedIn®) **Who Uses This Product?** - **Company Size:** 50% Enterprise, 50% Mid-Market #### What Are Datafor's Pros and Cons? **Pros:** - Business Improvement (1 reviews) - Data Visualization (1 reviews) - Interactivity (1 reviews) - Performance (1 reviews) **Cons:** - Poor Documentation (2 reviews) - Poor Interface Design (1 reviews) ### What Do G2 Reviewers Say About Datafor? *AI-generated summary from verified user reviews* **Pros:** - Users value the **business improvement** capabilities of Datafor, making insight discovery and trend communication effortless. - Users value the **rich visualization components** in Datafor, enhancing their data interpretation and analysis capabilities. - Users value the **rich interactivity** of Datafor, enhancing their data analysis experience significantly. - Users value the **easier insight discovery** of Datafor, enhancing communication and early detection of performance issues. **Cons:** - Users find the **poor documentation** of Datafor lacking, wishing for more tutorials and comprehensive examples. - Users note **poor interface design** in Datafor, citing a need for better onboarding and comprehensive documentation. #### What Are Recent G2 Reviews of Datafor? **"[Absolutely Love This Product!](https://www.g2.com/survey_responses/datafor-review-12158246)"** **Rating:** 5.0/5.0 stars *— Benjamin S.* [Read full review](https://www.g2.com/survey_responses/datafor-review-12158246) --- **"[Effortless Setup and Excellent Support Make Datafor Stand Out](https://www.g2.com/survey_responses/datafor-review-12135868)"** **Rating:** 5.0/5.0 stars *— Verified User in Information Technology and Services* [Read full review](https://www.g2.com/survey_responses/datafor-review-12135868) --- ### 10. [Helical Insight](https://www.g2.com/products/helical-insight/reviews) Helical Insight is a software that helps user to make sense out of data and make well-informed decisions it allows user to connect to any database, flat files, big data, API or any other custom data source. **Average Rating:** 4.0/5.0 **Total Reviews:** 3 **Who Is the Company Behind Helical Insight?** - **Seller:** [Helical Insight](https://www.g2.com/sellers/helical-insight) - **HQ Location:** N/A - **Twitter:** @helicalinsight (106 Twitter followers) - **LinkedIn® Page:** https://www.linkedin.com/company/No-Linkedin-Presence-Added-Intentionally-By-DataOps (1 employees on LinkedIn®) **Who Uses This Product?** - **Company Size:** 33% Enterprise, 33% Mid-Market #### What Are Recent G2 Reviews of Helical Insight? **"[Best for data processing specially for healthcare industry data](https://www.g2.com/survey_responses/helical-insight-review-6740213)"** **Rating:** 4.5/5.0 stars *— BABY C.* [Read full review](https://www.g2.com/survey_responses/helical-insight-review-6740213) --- **"[A unique software with variety of business data visualization option](https://www.g2.com/survey_responses/helical-insight-review-6752668)"** **Rating:** 4.0/5.0 stars *— RAKESH G.* [Read full review](https://www.g2.com/survey_responses/helical-insight-review-6752668) --- ### 11. [Infoveave](https://www.g2.com/products/infoveave/reviews) Infoveave is an AI-powered unified data platform that helps enterprises automate data pipelines, improve data quality, enable predictive analytics, and turn insights into measurable business actions — all within a single environment. Unlike traditional BI tools or standalone ETL platforms, Infoveave connects the entire data lifecycle from ingestion and transformation to governance, analytics, and operational execution. Infoveave is built on a strong foundation of data governance and data security, ensuring consistent data management, compliance, and protection. With capabilities like data lineage tracking, metadata management, row-level security, and audit trails, the platform helps maintain data integrity and control. Key Features Fovea - AgenticAI Assistant Infoveave's AgenticAI, Fovea, is embedded across the platform. Fovea assists in building data transformations, suggesting insights, automating workflows, and simplifying advanced analytics, reducing technical dependency and improving cross-team adoption. Data Automation & Integration • 50+ native connectors (cloud apps, databases, warehouses) • Automated data ingestion & transformation • Workflow orchestration with monitoring & alerts • Real-time pipeline visibility AI-Powered Analytics & Predictive Modeling • AutoML for predictive insights • What-if scenario planning • Python integration for advanced modeling • API-accessible analytics endpoints Conversational Dashboards & Self-Service BI • Natural language queries • 100+ interactive visuals • Drill-down exploration • Scheduled & automated reporting Built-in Data Quality & Governance • Automated validation & anomaly detection • Data catalog & lineage tracking • Role-based access control • Audit trails & governance workflows Data Apps & Operational Workflows • Low-code applications • Integrated data capture forms • Automated decision triggers • Insight-to-action workflows Business Value • Faster deployment of data pipelines • Improved data accuracy and trust • Reduced reliance on multiple disconnected tools • Faster decision-making cycles • Measurable operational efficiency Infoveave unifies data automation, AI-powered analytics, governance, and operational workflows into one intelligent platform — turning enterprise data into trusted, actionable decisions. **Average Rating:** 4.9/5.0 **Total Reviews:** 9 **How Do G2 Users Rate Infoveave?** - **Has the product been a good partner in doing business?:** 10.0/10 (Category avg: 8.9/10) - **Steps to Answer:** 8.3/10 (Category avg: 8.3/10) - **Reports Interface:** 9.6/10 (Category avg: 8.7/10) - **Calculated Fields:** 9.7/10 (Category avg: 8.5/10) **Who Is the Company Behind Infoveave?** - **Seller:** [Noesys Software](https://www.g2.com/sellers/noesys-software) - **HQ Location:** N/A - **Twitter:** @infoveave (15 Twitter followers) - **LinkedIn® Page:** https://www.linkedin.com/company/infoveave-pty-ltd/ (3 employees on LinkedIn®) **Who Uses This Product?** - **Company Size:** 44% Small-Business, 22% Enterprise #### What Are Infoveave's Pros and Cons? **Pros:** - Ease of Use (3 reviews) - Easy Integrations (3 reviews) - Features (3 reviews) - Community Support (2 reviews) - Customer Support (2 reviews) **Cons:** - Poor Customer Support (2 reviews) - Dashboard Issues (1 reviews) - Data Cleaning (1 reviews) - Data Inaccuracy (1 reviews) - Data Integration (1 reviews) ### What Do G2 Reviewers Say About Infoveave? *AI-generated summary from verified user reviews* **Pros:** - Users value the **ease of use** of Infoveave, appreciating quick data import and seamless dashboard creation. - Users value the **easy integrations** of Infoveave, facilitating quick data imports and seamless connections to various sources. - Users value the **ease of use and quick implementation** of Infoveave for efficient data handling and insights delivery. - Users commend the **excellent community support** from Infoveave, enhancing their experience with reliable service and assistance. - Users highlight the **excellent customer support** of Infoveave, noting its reliability and top-notch quality. **Cons:** - Users request more resources, citing **poor customer support** due to insufficient help content and videos available. - Users face **dashboard issues** that necessitate significant restructuring to isolate data from multi-tenant sources effectively. - Users face **initial difficulties with data cleaning** due to complex restructuring between multi-tenant reports and dashboards. - Users face **data inaccuracy** issues, needing extensive restructuring for dashboards to function correctly with multi-tenant reports. - Users face **initial difficulties with data integration** , as multi-tenant reports require extensive restructuring for effective use. #### What Are Recent G2 Reviews of Infoveave? **"[Scalable data automation for multi-site operations: Our unified source of truth](https://www.g2.com/survey_responses/infoveave-review-12599874)"** **Rating:** 5.0/5.0 stars *— Satish G.* [Read full review](https://www.g2.com/survey_responses/infoveave-review-12599874) --- **"[Infoveave Delivers Powerful, User-Friendly Shopfloor Intelligence](https://www.g2.com/survey_responses/infoveave-review-12600038)"** **Rating:** 5.0/5.0 stars *— Chore R.* [Read full review](https://www.g2.com/survey_responses/infoveave-review-12600038) --- ### 12. [JarviX](https://www.g2.com/products/synergies-intelligent-systems-inc-jarvix/reviews) Synergies is a cognitive application service provider that combines business knowledge, artificial intelligence technology, and software development. Their mission is to help businesses through their digital transformation journey, become leaders and innovators in their industries by unlocking the power of data in the hands of business users and decision makers. Their product, JarviX, is an AnalyticOps Platform . JarviX uses NLP technology to simplify the input and output, so the user can ask data questions in a language and receive AI-generated answers. JarviX provides one unified experience from data management, AI data exploration, model management, visualization to no-code application builder, so users can save on integrating and operating costs.JarviX has been adopted and integrated into over 300 businesses such as Foxconn (global leader in smart manufacturing), Fuyao Glass (global leader in auto glass manufacturing), SF Express (leader of logistic service provider in China), Everlight (global leader in LED manufacturing), etc. **Average Rating:** 4.3/5.0 **Total Reviews:** 2 **Who Is the Company Behind JarviX?** - **Seller:** [Synergies Intelligent Systems](https://www.g2.com/sellers/synergies-intelligent-systems) - **Year Founded:** 2016 - **HQ Location:** Cambridge, US - **LinkedIn® Page:** http://www.linkedin.com/company/synergies-intelligent-systems-inc. (23 employees on LinkedIn®) **Who Uses This Product?** - **Company Size:** 100% Small-Business #### What Are Recent G2 Reviews of JarviX? **"[Excellent assistant to achieve digital transformation.](https://www.g2.com/survey_responses/jarvix-review-4915907)"** **Rating:** 4.0/5.0 stars *— Lucy H.* [Read full review](https://www.g2.com/survey_responses/jarvix-review-4915907) --- **"[JarviX means empowerment for everyone](https://www.g2.com/survey_responses/jarvix-review-4908961)"** **Rating:** 4.5/5.0 stars *— Verified User in Computer Software* [Read full review](https://www.g2.com/survey_responses/jarvix-review-4908961) --- #### What Are G2 Users Discussing About JarviX? - [What is JarviX used for?](https://www.g2.com/discussions/what-is-jarvix-used-for) ### 13. [Kepion Reporting and Analysis Software](https://www.g2.com/products/kepion-reporting-and-analysis-software/reviews) Kepion Reporting is an end-to-end reporting platform for creating your own personalized reporting apps. **Average Rating:** 4.8/5.0 **Total Reviews:** 2 **How Do G2 Users Rate Kepion Reporting and Analysis Software?** - **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 Kepion Reporting and Analysis Software?** - **Seller:** [Kepion](https://www.g2.com/sellers/kepion) - **Year Founded:** 2009 - **HQ Location:** Seattle, US - **Twitter:** @kepion (170 Twitter followers) - **LinkedIn® Page:** https://www.linkedin.com/company/438641/ (25 employees on LinkedIn®) **Who Uses This Product?** - **Company Size:** 100% Enterprise #### What Are Recent G2 Reviews of Kepion Reporting and Analysis Software? **"[Examination of all business problems.](https://www.g2.com/survey_responses/kepion-reporting-and-analysis-software-review-4418693)"** **Rating:** 5.0/5.0 stars *— Lorenzoロレンツォ M.* [Read full review](https://www.g2.com/survey_responses/kepion-reporting-and-analysis-software-review-4418693) --- **"[Streamlining Data Reporting](https://www.g2.com/survey_responses/kepion-reporting-and-analysis-software-review-1921301)"** **Rating:** 4.5/5.0 stars *— Verified User in Airlines/Aviation* [Read full review](https://www.g2.com/survey_responses/kepion-reporting-and-analysis-software-review-1921301) --- #### What Are G2 Users Discussing About Kepion Reporting and Analysis Software? - [What is Kepion Reporting and Analysis Software used for?](https://www.g2.com/discussions/what-is-kepion-reporting-and-analysis-software-used-for) ### 14. [Observable](https://www.g2.com/products/observable/reviews) Observable is a data analysis and exploration platform that helps data analysts and their stakeholders understand their business data, build charts and other visualizations, and communicate insights. Built for teams, powered by AI, and backed by a global community of data practitioners, Observable offers a single workspace for data exploration, custom chart creation, and cross-functional data collaboration. Observable's collaborative whiteboard for data analysis, Observable Canvases, helps analysts with exploratory data analysis, advanced chart creation, and data storytelling. It makes the data analysis process more streamlined by bringing querying, chart creation, and sharing all in one platform. Users can choose between code, UI, or AI, and easily move between all three depending on the task at hand. The AI is also deeply integrated and turnkey, operating transparently on the canvas to allow users to understand, interpret, and fine-tune its results and reasoning, building trust in its recommendations. Additionally, whiteboarding features like comments, illustrations, and annotations help bring stakeholders into the data analysis process to reduce frustrating back-and-forths. Sophisticated data visualizations such as beeswarms, Sankey diagrams, choropleths, and more are available out-of-the-box to enable users to easily create and share expressive, interactive charts. Users can embed charts in internal apps, and generate polished, stakeholder-friendly dashboards in just a few clicks. **Average Rating:** 4.4/5.0 **Total Reviews:** 4 **How Do G2 Users Rate Observable?** - **Has the product been a good partner in doing business?:** 10.0/10 (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:** 6.7/10 (Category avg: 8.5/10) **Who Is the Company Behind Observable?** - **Seller:** [Observable](https://www.g2.com/sellers/observable) - **Year Founded:** 2017 - **HQ Location:** San Francisco, US - **Twitter:** @observablehq (25,314 Twitter followers) - **LinkedIn® Page:** https://www.linkedin.com/company/observable/ (25 employees on LinkedIn®) **Who Uses This Product?** - **Company Size:** 50% Small-Business, 25% Mid-Market #### What Are Observable's Pros and Cons? **Pros:** - Charting Features (1 reviews) - Collaboration (1 reviews) - Data Visualization (1 reviews) - Design Aesthetics (1 reviews) - Ease of Use (1 reviews) **Cons:** - Data Management Issues (1 reviews) - Large Data Handling (1 reviews) - Slow Performance (1 reviews) ### What Do G2 Reviewers Say About Observable? *AI-generated summary from verified user reviews* **Pros:** - Users love the **seamless data exploration** and beautiful visuals offered by Observable's charting features. - Users love the **real-time collaboration** features of Observable, enhancing teamwork and data exploration effortlessly. - Users love the **effortless data visualization** capabilities of Observable, enabling seamless exploration and collaboration. - Users admire the **beautiful visual output** of Observable, enhancing their data storytelling and presentations. - Users praise the **ease of use** of Observable, allowing effortless coding and collaboration without setup hassles. **Cons:** - Users find Observable can feel **browser-heavy for large data sets** , impacting performance and user experience. - Users find Observable can feel **browser-heavy with large data sets** , impacting performance during heavy use. - Users find Observable **slow in performance** , especially with large data sets or complex applications, impacting usability. #### What Are Recent G2 Reviews of Observable? **"[A Game-Changer for Interactive Data Visualization](https://www.g2.com/survey_responses/observable-review-11720138)"** **Rating:** 5.0/5.0 stars *— Stephanie E.* [Read full review](https://www.g2.com/survey_responses/observable-review-11720138) --- **"[Best place to write interactive Data Visualization tools](https://www.g2.com/survey_responses/observable-review-8769653)"** **Rating:** 4.5/5.0 stars *— Anup J.* [Read full review](https://www.g2.com/survey_responses/observable-review-8769653) --- ### 15. [Rill Cloud](https://www.g2.com/products/rill-cloud/reviews) Rill is an operational BI tool that provides fast dashboards that your team will actually use. Data teams build fewer, more flexible dashboards for business users, while business users make faster decisions and perform root cause analysis, with fewer ad hoc requests. Rill’s unique architecture combines a last-mile ETL service, an in-memory database, and operational dashboards - all in a single solution. Our customers are leading media & advertising platforms, including Comcast's Freewheel, tvScientific, AT&T's DishTV, and more. **Average Rating:** 4.3/5.0 **Total Reviews:** 2 **How Do G2 Users Rate Rill Cloud?** - **Steps to Answer:** 10.0/10 (Category avg: 8.3/10) - **Reports Interface:** 10.0/10 (Category avg: 8.7/10) - **Calculated Fields:** 8.3/10 (Category avg: 8.5/10) **Who Is the Company Behind Rill Cloud?** - **Seller:** [Rill Data](https://www.g2.com/sellers/rill-data) - **Year Founded:** 2020 - **HQ Location:** San Francisco, California - **Twitter:** @RillData (1,989 Twitter followers) - **LinkedIn® Page:** https://www.linkedin.com/company/rilldata (32 employees on LinkedIn®) **Who Uses This Product?** - **Company Size:** 50% Enterprise, 50% Mid-Market #### What Are Rill Cloud's Pros and Cons? **Pros:** - Ease of Use (2 reviews) - Implementation Ease (2 reviews) - Customization (1 reviews) - Dashboard Customization (1 reviews) - Easy Access (1 reviews) **Cons:** - Access Restrictions (1 reviews) - Complexity (1 reviews) - Initial Difficulty (1 reviews) - Limited Customization (1 reviews) ### What Do G2 Reviewers Say About Rill Cloud? *AI-generated summary from verified user reviews* **Pros:** - Users love the **ease of use** of Rill Cloud, enhancing efficiency and simplifying implementation across teams. - Users find **implementation easy** with Rill Cloud, enabling quick setup and efficiency across teams and departments. - Users value the **extensive customization** options of Rill Cloud, enhancing efficiency and tailored user experiences. - Users love the **dashboard customization** in Rill Cloud, tailoring their interface for enhanced efficiency and usability. - Users appreciate the **easy access** of Rill Cloud, enabling effective task completion from any location with minimal issues. **Cons:** - Users find the **access restrictions** limiting, impacting usability despite acknowledging the product's overall benefits. - Users find the **website complex and overwhelming** initially, but it becomes easier with time and familiarity. - Users find the **initial complexity** of Rill Cloud overwhelming, but it becomes easy to navigate with familiarity. - Users find the **limited customization options** of Rill Cloud restrict their ability to tailor features to their needs. #### What Are Recent G2 Reviews of Rill Cloud? **"[My Cloud Savior: Rill Cloud](https://www.g2.com/survey_responses/rill-cloud-review-10398580)"** **Rating:** 4.5/5.0 stars *— Alejandra R.* [Read full review](https://www.g2.com/survey_responses/rill-cloud-review-10398580) --- **"[Very Customizable and Operational Dashboard/BI Tool](https://www.g2.com/survey_responses/rill-cloud-review-10364552)"** **Rating:** 4.0/5.0 stars *— atharv c.* [Read full review](https://www.g2.com/survey_responses/rill-cloud-review-10364552) --- ### 16. [Supaboard](https://www.g2.com/products/supaboard/reviews) Supaboard is an innovative AI-powered analytics platform designed to make data-driven decision-making accessible and efficient for businesses of all sizes. By combining real-time dashboards, customizable visualizations, and industry-specific AI agents, Supaboard empowers teams to derive actionable insights without requiring advanced technical expertise. Key Features: AI-Powered Insights: Supaboard’s virtual analysts use natural language processing (NLP) to answer complex data questions, generate SQL/NoSQL queries, and deliver instant insights tailored to your industry. Real-Time Dashboards: Create embeddable dashboards with live metrics, interactive charts, and tables, ensuring your team stays informed and agile. Seamless Integration: Connect effortlessly to 60+ data sources, including CRMs, payment gateways, and analytics tools, for a unified view of your operations. Customizable Visualizations: Build professional-grade reports with over 15 graph types, filters, and themes to communicate insights effectively. Data Security: Supaboard ensures robust security with read-only database access, granular permissions, and no data storage beyond schema details. Why Choose Supaboard? Supaboard stands out by democratizing analytics through its intuitive interface and automation capabilities. Its pre-trained AI agents are optimized for specific industries like e-commerce, finance, and logistics, offering precise insights that drive growth. Whether you're a startup or an enterprise, Supaboard reduces operational overhead while maximizing ROI. With Supaboard, businesses can turn complex datasets into clear strategies in minutes. Explore Supaboard today to revolutionize your approach to business intelligence! **Average Rating:** 5.0/5.0 **Total Reviews:** 2 **Who Is the Company Behind Supaboard?** - **Seller:** [Supaboard](https://www.g2.com/sellers/supaboard) - **Year Founded:** 2023 - **HQ Location:** San Francisco, US - **LinkedIn® Page:** https://www.linkedin.com/company/supaboardai (11 employees on LinkedIn®) **Who Uses This Product?** - **Company Size:** 100% Small-Business #### What Are Recent G2 Reviews of Supaboard? **"[My data analysts started performing 10x](https://www.g2.com/survey_responses/supaboard-review-10950106)"** **Rating:** 5.0/5.0 stars *— Rachit S.* [Read full review](https://www.g2.com/survey_responses/supaboard-review-10950106) --- **"[Fantastic tool for spreadsheet data](https://www.g2.com/survey_responses/supaboard-review-10917190)"** **Rating:** 5.0/5.0 stars *— Sukhpal S.* [Read full review](https://www.g2.com/survey_responses/supaboard-review-10917190) --- ### 17. [ALLOS](https://www.g2.com/products/allos-solutions-allos/reviews) ALLOS is an enterprise data operations platform that connects Excel and Word to live enterprise data to support governed reporting, analysis, and document generation. It provides a centralized architecture for accessing, preparing, and using data inside Microsoft Office tools while maintaining security, traceability, and compliance within the organization’s infrastructure. ALLOS is used by finance teams, operational analysts, controllers, and IT departments that rely heavily on Excel and Word for recurring reporting and decision-making. It is designed for organizations where core systems such as ERP platforms, databases, and APIs are tightly governed, but day-to-day reporting and analysis still happen in spreadsheets. This environment often creates challenges such as duplicated calculations, inconsistent definitions, manual consolidation, and data governance risk. The platform introduces controlled access to live enterprise data and standardizes how calculations, filters, and queries are defined and executed. Excel and Word function as user interfaces, while all execution, validation, and logic run through the ALLOS platform inside the customer’s environment. This allows users to work with familiar tools while ensuring that data quality, permissions, and logic are centrally managed. Key capabilities include: Secure Connect: governed access to systems such as SAP, SQL databases, and APIs, including controlled read and write operations. Formulas & Reporting: a formula engine that retrieves governed results into Excel without exporting transactional datasets or duplicating data. Document Generation: automated creation of Word, Excel, and PDF documents using templates linked to live, traceable data sources. Intelligence: optional AI-assisted querying that converts user intent into approved formulas without exposing data to external AI systems. ALLOS is designed for organizations that require flexibility in Excel and Word but must also maintain control over data access and logic. The platform ensures that every value retrieved into a report is traceable to its origin, and every document generated follows consistent rules and definitions. IT teams maintain governance through centrally defined permissions, while business users gain efficient, repeatable reporting processes. Typical use cases include financial reporting, month-end close, management analysis, operational reporting, project documentation, compliance documentation, data validation, and controlled write-back tasks such as postings or corrections in connected systems. ALLOS allows organizations to continue using Excel and Word while introducing the structure and governance normally associated with enterprise platforms, reducing manual effort and ensuring consistency across reporting and documentation. **Average Rating:** 5.0/5.0 **Total Reviews:** 2 **How Do G2 Users Rate ALLOS?** - **Reports Interface:** 8.3/10 (Category avg: 8.7/10) - **Calculated Fields:** 8.3/10 (Category avg: 8.5/10) **Who Is the Company Behind ALLOS?** - **Seller:** [ALLOS Solutions ](https://www.g2.com/sellers/allos-solutions) - **HQ Location:** Lisbon, PT - **LinkedIn® Page:** https://www.linkedin.com/company/allossolutions/ (3 employees on LinkedIn®) **Who Uses This Product?** - **Company Size:** 100% Small-Business #### What Are Recent G2 Reviews of ALLOS? **"[Flexible SAP Invoice Processing with OCR, Automation, and Excel Familiarity](https://www.g2.com/survey_responses/allos-review-12964652)"** **Rating:** 5.0/5.0 stars *— Miguel T.* [Read full review](https://www.g2.com/survey_responses/allos-review-12964652) --- **"[Faster Financial Reporting Directly from SAP Data](https://www.g2.com/survey_responses/allos-review-12908521)"** **Rating:** 5.0/5.0 stars *— Sofia C.* [Read full review](https://www.g2.com/survey_responses/allos-review-12908521) --- ### 18. [AnyMap JS Maps](https://www.g2.com/products/anymap-js-maps/reviews) AnyMap JS Maps is an advanced JavaScript/HTML5 charting library, which makes you able to easily create interactive maps that look great on PCs, Macs, iPhones, iPads, Androids and other devices - on any platform and in any browser. AnyMap JS is perfect for interactive dashboards and side-by-side reporting. You can use it to display sales by region, election results, weather forecast, population density, and any other geo-related data. Available map chart types: Choropleth, Flow, Connector, Dot (Point), and Bubble. Fully compatible w/ AnyChart, AnyStock, and AnyGantt JS libraries. **Average Rating:** 4.4/5.0 **Total Reviews:** 5 **How Do G2 Users Rate AnyMap JS Maps?** - **Has the product been a good partner in doing business?:** 6.7/10 (Category avg: 8.9/10) - **Steps to Answer:** 8.3/10 (Category avg: 8.3/10) - **Reports Interface:** 10.0/10 (Category avg: 8.7/10) - **Calculated Fields:** 8.3/10 (Category avg: 8.5/10) **Who Is the Company Behind AnyMap JS Maps?** - **Seller:** [AnyChart](https://www.g2.com/sellers/anychart) - **Year Founded:** 2003 - **HQ Location:** Saint Augustine, FL - **Twitter:** @AnyChart (6,364 Twitter followers) - **LinkedIn® Page:** https://www.linkedin.com/company/anychart (14 employees on LinkedIn®) - **Phone:** 1(888) 845-1211 **Who Uses This Product?** - **Company Size:** 80% Small-Business, 20% Enterprise #### What Are Recent G2 Reviews of AnyMap JS Maps? **"[It is great library for creating JS/HTML charting, we can easily create interactive maps in it.](https://www.g2.com/survey_responses/anymap-js-maps-review-7931856)"** **Rating:** 5.0/5.0 stars *— Tuba A.* [Read full review](https://www.g2.com/survey_responses/anymap-js-maps-review-7931856) --- **"[Easy to Use for even for beginner developers](https://www.g2.com/survey_responses/anymap-js-maps-review-7923538)"** **Rating:** 4.0/5.0 stars *— Verified User in Information Technology and Services* [Read full review](https://www.g2.com/survey_responses/anymap-js-maps-review-7923538) --- #### What Are G2 Users Discussing About AnyMap JS Maps? - [What is AnyMap JS Maps used for?](https://www.g2.com/discussions/what-is-anymap-js-maps-used-for) ### 19. [Chata](https://www.g2.com/products/chata/reviews) Chata provides an in-the-moment decision intelligence solution to enterprises and their users. Through our AI, enterprises can eliminate reporting and analytical learning curves for users, and get fast, painless implementation and adoption. When every user has direct access to detailed information from their data warehouse there is less demand on the IT & data analyst teams and more data-driven decision-making across the entire organization. Learn more at www.chata.ai. **Average Rating:** 3.0/5.0 **Total Reviews:** 1 **Who Is the Company Behind Chata?** - **Seller:** [Chata Technologies](https://www.g2.com/sellers/chata-technologies) - **Year Founded:** 2016 - **HQ Location:** Calgary, CA - **LinkedIn® Page:** http://www.linkedin.com/company/Chata.ai/ (56 employees on LinkedIn®) **Who Uses This Product?** - **Company Size:** 100% Small-Business ### 20. [CVEDIA](https://www.g2.com/products/cvedia/reviews) CVEDIA is a leader in AI‑powered video analytics and computer vision solutions that turn raw video into actionable intelligence for security, operations, and analytics applications. Unlike many vendors that rely on off‑the‑shelf models, CVEDIA controls the full AI pipeline, from synthetic data generation and model training to deployment and continuous improvement, enabling high accuracy and robust performance even in real‑world conditions where traditional approaches often fail. At the core of CVEDIA’s technology is CVEDIA‑RT, a modular, cross‑platform AI inference engine designed for production deployment across edge devices, servers, and cloud environments. It supports a wide range of use cases including intrusion and perimeter security, object counting, crowd estimation, anomaly detection, traffic flow analysis, and more, with low false positives and real‑time responsiveness that organizations rely on. One of the key differentiators for CVEDIA is its use of proprietary synthetic data, which eliminates the traditional bottleneck of collecting and labeling real‑world datasets. Synthetic data allows the company to generate edge‑case scenarios that are difficult or impossible to capture in reality, resulting in AI models that generalize better, deploy faster, and adapt more reliably across environments. CVEDIA’s technology is hardware‑agnostic and scalable, optimized for everything from low‑power edge devices to enterprise GPU and VPU platforms. Native integrations include plugins for leading video management systems such as Milestone XProtect and Nx Witness, allowing organizations to augment their existing surveillance infrastructure with advanced analytics without requiring costly hardware upgrades. In addition to software solutions, CVEDIA offers turnkey appliances like the CVEDIA AI HUB‑8, a pre‑configured smart camera hub that combines VMS and AI analytics in one box. This appliance supports real‑time detection and alerting for people, vehicles, and other objects with no cloud dependency and no subscription fees, making it ideal for small‑to‑medium deployments where simplicity and cost efficiency matter. The company’s solutions are deployed across a broad spectrum of industries, including physical security, smart cities, transportation, defense, and enterprise environments. CVEDIA’s performance‑proven analytics are especially valued where reliability and accuracy are critical, such as in perimeter breach detection or large‑scale monitoring operations. CVEDIA’s commitment to integration and performance has also led to strategic partnerships with industry leaders in AI hardware and edge computing. Collaborations with companies like Blaize and DeepX have extended the reach of CVEDIA’s analytics to optimized inference platforms, making advanced video intelligence more accessible and cost‑effective at the edge. Beyond technology, customers appreciate CVEDIA’s deployment simplicity and flexibility. Solutions often install and configure in minutes rather than months, and analytics can run on existing camera infrastructure, significantly reducing total cost of ownership. Licensing options are designed to be customer‑friendly, with both subscription and perpetual models available to suit different deployment strategies. Headquartered in Singapore, with a global presence and partnerships spanning hardware OEMs, systems integrators, and AI platform vendors, CVEDIA continues to push the frontier of video analytics, delivering real‑time intelligence that enhances security, drives operational insights, and unlocks new value from visual data. **Average Rating:** 4.0/5.0 **Total Reviews:** 3 **Who Is the Company Behind CVEDIA?** - **Seller:** [CVEDIA](https://www.g2.com/sellers/cvedia) - **Year Founded:** 2016 - **HQ Location:** Singapore - **LinkedIn® Page:** https://www.linkedin.com/company/cvedia (18 employees on LinkedIn®) **Who Uses This Product?** - **Company Size:** 100% Mid-Market #### What Are CVEDIA's Pros and Cons? **Pros:** - AI Technology (1 reviews) **Cons:** - Lack of Customization (1 reviews) - Limited Customization (1 reviews) ### What Do G2 Reviewers Say About CVEDIA? *AI-generated summary from verified user reviews* **Pros:** - Users find CVEDIA's **AI technology** invaluable for quickly creating effective computer vision algorithms despite data collection challenges. **Cons:** - Users experience **limited customization options** in CVEDIA, restricting their ability to fine-tune algorithms effectively. - Users find **limited customization options** in CVEDIA, restricting their ability to fine-tune algorithms effectively. #### What Are Recent G2 Reviews of CVEDIA? **"[Speed and efficiency are great](https://www.g2.com/survey_responses/cvedia-review-9957543)"** **Rating:** 4.0/5.0 stars *— Arthit B.* [Read full review](https://www.g2.com/survey_responses/cvedia-review-9957543) --- **"[Developing computer vision solutions](https://www.g2.com/survey_responses/cvedia-review-9947217)"** **Rating:** 4.0/5.0 stars *— Tamer S.* [Read full review](https://www.g2.com/survey_responses/cvedia-review-9947217) --- ### 21. [Datazip](https://www.g2.com/products/datazip/reviews) Discover Datazip, a comprehensive no-code data engineering solution designed for time-conscious analysts and operators. Simplify your data management process by consolidating dispersed data sources, utilizing ETL, data warehousing, and transformation capabilities. With Datazip's intuitive platform, create a dependable, scalable data infrastructure in a mere 45 minutes. Experience swift data connections, robust querying, and smooth exporting to drive insightful decision-making. **Average Rating:** 4.7/5.0 **Total Reviews:** 13 **How Do G2 Users Rate Datazip?** - **Has the product been a good partner in doing business?:** 9.4/10 (Category avg: 8.9/10) - **Steps to Answer:** 9.2/10 (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 Datazip?** - **Seller:** [Datazip, Inc.](https://www.g2.com/sellers/datazip-inc) - **Year Founded:** 2022 - **HQ Location:** Lewes, US - **LinkedIn® Page:** https://www.linkedin.com/company/datazipio/ (26 employees on LinkedIn®) **Who Uses This Product?** - **Company Size:** 46% Small-Business, 31% Mid-Market #### What Are Recent G2 Reviews of Datazip? **"[Datazip platform is easy to use because it has a user-friendly interface(drag and drop option).](https://www.g2.com/survey_responses/datazip-review-7949232)"** **Rating:** 5.0/5.0 stars *— Sanjay D.* [Read full review](https://www.g2.com/survey_responses/datazip-review-7949232) --- **"[Datazip is all about visibility!](https://www.g2.com/survey_responses/datazip-review-8191979)"** **Rating:** 5.0/5.0 stars *— Aakarsh Y.* [Read full review](https://www.g2.com/survey_responses/datazip-review-8191979) --- ### 22. [Diver Platform](https://www.g2.com/products/dimensional-insight-diver-platform/reviews) Dimensional Insight’s Diver Platform is a governed analytics and business intelligence platform that helps organizations turn complex data into trusted, actionable insights and build a reliable foundation for AI-driven decision-making. Designed for industries where accuracy, consistency, and accountability matter, Diver Platform combines data integration, business rules management, analytics, reporting, and self-service exploration in a single environment. Organizations use Diver Platform to connect disparate data sources, standardize definitions and metrics, and deliver secure, role-based access to analytics across teams. Unlike many BI tools that focus primarily on visualization, Diver Platform emphasizes data governance, validation, and explainability — helping organizations trust the numbers behind every decision. The platform supports operational, financial, and strategic analytics and integrates with modern cloud and on-premises data environments including SQL Server, Snowflake, and Databricks. Used across healthcare, manufacturing, distribution, finance, beverage alcohol, and other data-intensive industries, Dimensional Insight helps organizations reduce reporting complexity, improve decision-making, and create trusted, consistent data foundations for enterprise analytics and AI initiatives. **Average Rating:** 4.7/5.0 **Total Reviews:** 3 **How Do G2 Users Rate Diver Platform?** - **Reports Interface:** 10.0/10 (Category avg: 8.7/10) **Who Is the Company Behind Diver Platform?** - **Seller:** [Dimensional Insight](https://www.g2.com/sellers/dimensional-insight) - **Company Website:** https://www.dimins.com - **Year Founded:** 1989 - **HQ Location:** Burlington, US - **Twitter:** @DI_tweet (3,512 Twitter followers) - **LinkedIn® Page:** https://www.linkedin.com/company/dimensional-insight (87 employees on LinkedIn®) **Who Uses This Product?** - **Company Size:** 67% Enterprise, 33% Mid-Market #### What Are Recent G2 Reviews of Diver Platform? **"[Easy-to-Use, High-Performance Platform with Fast, Accurate Support](https://www.g2.com/survey_responses/diver-platform-review-12893246)"** **Rating:** 5.0/5.0 stars *— Teresa W.* [Read full review](https://www.g2.com/survey_responses/diver-platform-review-12893246) --- **"[very good at Data Mining](https://www.g2.com/survey_responses/diver-platform-review-710527)"** **Rating:** 4.5/5.0 stars *— Nancy S.* [Read full review](https://www.g2.com/survey_responses/diver-platform-review-710527) --- #### What Are G2 Users Discussing About Diver Platform? - [What is The Diver Platform used for?](https://www.g2.com/discussions/what-is-the-diver-platform-used-for) ### 23. [HYLA](https://www.g2.com/products/hyla/reviews) HYLA Mobile exists to provide industry-leading technology, analytics and logistics solutions to help the mobile ecosystem maximize their sustainability efforts in a manner that builds exceptional value for customers and shareholders, while benefiting the environment. **Average Rating:** 4.0/5.0 **Total Reviews:** 1 **How Do G2 Users Rate HYLA?** - **Has the product been a good partner in doing business?:** 6.7/10 (Category avg: 8.9/10) - **Steps to Answer:** 6.7/10 (Category avg: 8.3/10) - **Reports Interface:** 6.7/10 (Category avg: 8.7/10) - **Calculated Fields:** 6.7/10 (Category avg: 8.5/10) **Who Is the Company Behind HYLA?** - **Seller:** [HYLA](https://www.g2.com/sellers/hyla) - **HQ Location:** Atlanta, US - **LinkedIn® Page:** https://www.linkedin.com/company/assurant (15,980 employees on LinkedIn®) **Who Uses This Product?** - **Company Size:** 100% Mid-Market #### What Are Recent G2 Reviews of HYLA? **"[Benefits and Considerations of HYLA](https://www.g2.com/survey_responses/hyla-review-8520878)"** **Rating:** 4.0/5.0 stars *— Dhanusuya V.* [Read full review](https://www.g2.com/survey_responses/hyla-review-8520878) --- ### 24. [icCube](https://www.g2.com/products/iccube/reviews) icCube is a Swiss B2B dev2dev embedded analytics and reporting software. It's part of a software or SaaS company long term strategy to seamlessly embed custom analytics into their product. icCube is: - Made for dev teams by dev teams - Pixel-perfect white-labeled dashboards - Advanced multidimensional analytics - Fine-grained on-the-fly security - Unbeatable time-to-market for requested features We understand that each client and company has its very own requirements, and therefore not only, ​provide powerful advanced data analytics and reporting capabilities, but also greatly value the closeness and support we give to our clients. **Average Rating:** 4.6/5.0 **Total Reviews:** 4 **How Do G2 Users Rate icCube?** - **Has the product been a good partner in doing business?:** 6.7/10 (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 icCube?** - **Seller:** [icCube](https://www.g2.com/sellers/iccube) - **Year Founded:** 2009 - **HQ Location:** Ecublens, CH - **Twitter:** @iccube (4,976 Twitter followers) - **LinkedIn® Page:** https://www.linkedin.com/company/iccube (9 employees on LinkedIn®) **Who Uses This Product?** - **Company Size:** 75% Mid-Market, 25% Small-Business #### What Are Recent G2 Reviews of icCube? **"[IcCube Review](https://www.g2.com/survey_responses/iccube-review-9063209)"** **Rating:** 5.0/5.0 stars *— Fabian D.* [Read full review](https://www.g2.com/survey_responses/iccube-review-9063209) --- **"["Decoding My Company's Data with Iccube](https://www.g2.com/survey_responses/iccube-review-8900963)"** **Rating:** 5.0/5.0 stars *— Ranjita G.* [Read full review](https://www.g2.com/survey_responses/iccube-review-8900963) --- ### 25. [Kyligence Zen](https://www.g2.com/products/kyligence-zen/reviews) Welcome to the next generation of business intelligence where your business metrics aren’t just numbers but a powerhouse of intelligent insights at your fingertips. Dive into Kyligence Zen, your centralized metrics hub that transforms data into actionable intelligence. Rooted in the single source of truth of metrics, Kyligence Zen provides everyone with accurate, comprehensive, and intelligent decision support tailored for modern enterprises. **Average Rating:** 4.0/5.0 **Total Reviews:** 1 **How Do G2 Users Rate Kyligence Zen?** - **Has the product been a good partner in doing business?:** 6.7/10 (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:** 8.3/10 (Category avg: 8.5/10) **Who Is the Company Behind Kyligence Zen?** - **Seller:** [Kyligence](https://www.g2.com/sellers/kyligence) - **Year Founded:** 2016 - **HQ Location:** San Jose, US - **Twitter:** @kyligence (1,196 Twitter followers) - **LinkedIn® Page:** https://www.linkedin.com/company/kyligence/ (122 employees on LinkedIn®) **Who Uses This Product?** - **Company Size:** 100% Enterprise #### What Are Recent G2 Reviews of Kyligence Zen? **"[Revolutionary Breakthrough: The Next Generation of Innovation](https://www.g2.com/survey_responses/kyligence-zen-review-8988585)"** **Rating:** 4.0/5.0 stars *— Verified User in Information Technology and Services* [Read full review](https://www.g2.com/survey_responses/kyligence-zen-review-8988585) --- ## 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) - [Data Science and Machine Learning Platforms](https://www.g2.com/categories/data-science-and-machine-learning-platforms) - [ETL Tools](https://www.g2.com/categories/etl-tools) - [Data Preparation Software](https://www.g2.com/categories/data-preparation) - [Semantic Layer Tools](https://www.g2.com/categories/semantic-layer-tools) --- ## 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)