# Best Embedded Business Intelligence Software for Small Business - Page 2 *By [Bijou Barry](https://research.g2.com/insights/author/bijou-barry)* Products classified in the overall Embedded Business Intelligence category are similar in many regards and help companies of all sizes solve their business problems. However, small business features, pricing, setup, and installation differ from businesses of other sizes, which is why we match buyers to the right Small Business Embedded Business Intelligence to fit their needs. Compare product ratings based on reviews from enterprise users or connect with one of G2's buying advisors to find the right solutions within the Small Business Embedded Business Intelligence category. In addition to qualifying for inclusion in the Embedded Business Intelligence Software category, to qualify for inclusion in the Small Business Embedded Business Intelligence Software category, a product must have at least 10 reviews left by a reviewer from a small business. ## 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 (3,669 reviews) | Multi-source dashboard embedding inside Salesforce workflows | "[Turning Complex Data into Actionable Insights](https://www.g2.com/survey_responses/tableau-review-13075232)" | | 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 | [Looker](https://www.g2.com/products/looker/reviews) | 4.4/5.0 (1,589 reviews) | — | "[Transforms Data, But Challenging for Beginners](https://www.g2.com/survey_responses/looker-review-12784757)" | ## 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=610&focus%5B%5D=20158&focus%5B%5D=1213&focus%5B%5D=5981&focus%5B%5D=612&focus%5B%5D=162504&focus%5B%5D=848&focus%5B%5D=5048) Highlighted products: GoodData.AI, Amazon QuickSight, Tableau, Yellowfin BI, IBM Cognos Analytics, Hex, Sisense, and Looker. Underlying data: [Grid® JSON](https://www.g2.com/categories/embedded-business-intelligence/grids.json?focus%5B%5D=gooddata-ai&focus%5B%5D=amazon-quicksight&focus%5B%5D=tableau&focus%5B%5D=yellowfin-bi&focus%5B%5D=ibm-cognos-analytics&focus%5B%5D=hex-tech-hex&focus%5B%5D=sisense&focus%5B%5D=looker&segment=small-business) ## 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 21, 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. --- **Sponsored** ### Reveal 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. [Visit website](https://www.g2.com/external_clickthroughs/record?secure%5Bad_program%5D=paid_promo&secure%5Bad_slot%5D=category_product_list&secure%5Bcategory_id%5D=622&secure%5Bchosen_at%5D=2026-07-21T18%3A39%3A57Z&secure%5Bmedium%5D=sponsored&secure%5Bprioritized%5D=false&secure%5Bproduct_id%5D=14829&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%2Fsmall-business%3Fpage%3D2&secure%5Btoken%5D=4dd37f1477f36cff93afdd343be31ad212fa6005d1b643e5566adbba015b02d0&secure%5Burl%5D=https%3A%2F%2Fwww.revealbi.io%2Ffeatures&secure%5Burl_type%5D=paid_promos) --- ## What Are the Top-Rated Embedded Business Intelligence Software Products in 2026? ### 1. [wynEnterprise](https://www.g2.com/products/wynenterprise/reviews) Discover the story behind your data with Wyn Enterprise. Wyn Enterprise is a seamless embedded business intelligence platform that provides BI reporting, interactive dashboards, scheduling, and distribution tools within any internal or commercial app. With easy-to-use designers, designed for self-service BI, Wyn offers limitless visual data exploration, allowing the everyday user to become data-driven while revealing trends and telling the story behind the data. Whether for your business or your commercial SaaS app, Wyn is an ideal solution for both. Embedded BI for your business provides a holistic view of your business and can lead to more insights, increased team collaboration, and overall business growth. Additionally, embedding Wyn in your SaaS app provides white-label reports and dashboards as part of your own app. Embed Wyn and empower your users with a seamless business intelligence solution. Features: • Seamlessly embedded Business Intelligence: Designed for embedded self-service BI, Wyn provides ad hoc reporting, interactive dashboards, scheduling, and distribution tools within any internal or commercial app. Our platform offers flexible deployment and integration. • Embedding BI with Wyn: Once installed, Wyn is 100% web-based. In your application, Wyn is embedded as a port to provide users the ability to easily create, design, share, export, and distribute dashboards and documents. Seamlessly embed Wyn via Rest API and DIV. Wyn also supports OEM installation and embedding. Additionally, you can integrate with development platforms such as Java, PHP, and .NET through GraphQL API. You can also embed inside customized .NET apps as well as JavaScript frameworks (Angular, React, Vue). • Self-service BI dashboard and reports: Eliminate your dependence on the IT departments and data analysts. Offer every end-user (from code-first to code-free) the ability to create custom ad hoc reports and interactive dashboards. Self-service BI allows users to run their own queries and create their own reports, even if they don’t have a background in statistical analysis, allowing them to turn data into valuable insights for better data driven decisions. • Data Monitoring: Create threshold based notifications and establish Wyn Alerts that are always on to monitor your data. Never miss an opportunity for improvement thanks to real-time monitoring and instant alerts. Integrate your push-notifications with the platform you use everyday - Slack, MS Teams, or email - ensuring that you never miss an alert. •Localization Support: With Custom Localization Support, you’re in control of your dashboard and report. Authors have the ability to localize titles and labels, text explanations, and data visualizations. There is more to localization than just translating words and sentences. Wyn’s custom localization also supports right to left (RTL) languages, regional language options, and number and date formats. •NEW! Natural Language Generation Text Scenario: Introducing InsightIQ, a revolutionary addition to our feature set that transforms the way you interact with your data. InsightIQ is a Natural Language Generation Text Scenario that takes data summarization and insights derivation to a whole new level. This powerful tool allows you to seamlessly distill the essence of your visuals into articulate and easy-to-understand natural language text, facilitating quick reviews and automatic insights extraction. • Built-in multi-tenant support: Wyn's multi-tenant capabilities provides a single centrally administered architecture to serve multiple customers (tenants). These tenants can be within an organization or different businesses, with all its data stored in the SaaS system. Data privacy and securing the data from other tenants are both critical in these deployment scenarios • Date governance and modeling: Wyn allows you to secure and model your raw data. With easy-to-use dashboard and report designers in the same web-based application, end-users can develop their own ad-hoc dashboards and reports based on the secured data. Wyn also allows allows admins to model business data in a structure familiar to users. • Extensible security: Wyn provides extensible security to match your access control needs. Filter and segregate your data and limit your tenant-specific data with the configurable role-based security and user-context definitions. User contexts provide row-level data security in a document or database-level security for a data source. User context acts as an additional layer of data security, extending the role-based security. • Specialized web portals: The software comes with three portals, the document portal; for business end-users, dashboard, and report authors, the admin portal; for admins that configure the server, manage account and security settings, and the resource portal; for data administrators or IT teams. • Pixel-perfect reports: For power users and business users, the report designer tools can help in developing pixel-perfect operational reports, as well as in creating invoices, letters, and account statements among many others. The software further allows you to use ad hoc reporting or the standard enterprise reports. • Efficient Report Sharing: The software also allows you to schedule automated delivery of reports to be sent to your team’s emails. File sharing in various document formats is also supported. Additionally, you can collaborate with your team on report and dashboard designs, and you can share the published versions with others in your enterprise. • Centralized storage; Apart from being a secured platform, Wyn Enterprise also provides centralized storage for all your reports, images, datasets, and configuration settings. Other server resources, such as dashboards, themes, models, users, and roles, are also stored in the same place. The software also allows you to compile data from relational databases, local Excel or CSV files, web sources, and NoSQL data sources. Say Goodbye to User Fees You need a scalable BI platform. You also need to know how much it will cost in the long run. Wyn's scalable licensing model allows room for your business to grow without growth in licensing fees. • No per-user fees • No limits on data size 20+ Years in the Industry Unleash the full potential of embedded ad hoc reporting, driven by the same ActiveReports engine that has led the industry for 20+ years. **Average Rating:** 4.7/5.0 **Total Reviews:** 38 **How Do G2 Users Rate wynEnterprise?** - **Has the product been a good partner in doing business?:** 9.7/10 (Category avg: 8.9/10) - **Steps to Answer:** 9.1/10 (Category avg: 8.3/10) - **Reports Interface:** 9.2/10 (Category avg: 8.7/10) - **Calculated Fields:** 8.7/10 (Category avg: 8.5/10) **Who Is the Company Behind wynEnterprise?** - **Seller:** [wynEnterprise LLC](https://www.g2.com/sellers/wynenterprise-llc) - **Company Website:** https://www.wynenterprise.com - **Year Founded:** 2018 - **HQ Location:** 7400 Beaufont Springs Dr., St 300, Richmond VA 23225 - **LinkedIn® Page:** https://www.linkedin.com/company/wynenterprise/ (28 employees on LinkedIn®) **Who Uses This Product?** - **Top Industries:** Information Technology and Services - **Company Size:** 53% Small-Business, 37% Mid-Market #### What Are wynEnterprise's Pros and Cons? **Pros:** - Customer Support (10 reviews) - Ease of Use (10 reviews) - Flexibility (8 reviews) - Reporting (7 reviews) - Customization (6 reviews) **Cons:** - Poor Documentation (5 reviews) - Complexity (2 reviews) - Lack of Detail (2 reviews) - Missing Features (2 reviews) - Update Issues (2 reviews) ### What Do G2 Reviewers Say About wynEnterprise? *AI-generated summary from verified user reviews* **Pros:** - Users appreciate the **excellent customer support** from wynEnterprise, ensuring effective assistance and timely issue resolution. - Users appreciate the **ease of use** of wynEnterprise, finding it simple and fast for impressive data visualization. - Users value the **flexibility** of wynEnterprise, allowing easy customization and integration for diverse enterprise needs. - Users value the **impressive reporting features** of wynEnterprise, enhancing presentations and data analysis effectively. - Users value the **high degree of customization** in wynEnterprise, enabling tailored solutions for diverse business needs. **Cons:** - Users find the **poor documentation** challenging, making it difficult to navigate the system's extensive features effectively. - Users find the **complexity** of wynEnterprise challenging, especially due to its advanced features and unintuitive configurations. - Users find the **lack of detail** in instructions and map renderings disappointing, limiting the product's effectiveness. - Users note a **lack of documentation** and features in wynEnterprise, which may hinder competitiveness and usability. - Users find **update issues** cumbersome, as backups are necessary before applying updates, affecting overall efficiency. #### What Are Recent G2 Reviews of wynEnterprise? **"[Flexible Dashboards and Centralized Enterprise Data Access Control](https://www.g2.com/survey_responses/wynenterprise-review-12315453)"** **Rating:** 4.5/5.0 stars *— Ali E.* [Read full review](https://www.g2.com/survey_responses/wynenterprise-review-12315453) --- **"[Flexible Visualization for Business Insights](https://www.g2.com/survey_responses/wynenterprise-review-12170715)"** **Rating:** 4.0/5.0 stars *— Satyam k.* [Read full review](https://www.g2.com/survey_responses/wynenterprise-review-12170715) --- #### What Are G2 Users Discussing About wynEnterprise? - [What is Wyn Enterprise used for?](https://www.g2.com/discussions/what-is-wyn-enterprise-used-for) ### 2. [panintelligence](https://www.g2.com/products/panintelligence/reviews) Expand ARR and accelerate your product roadmap with secure, Generative Business Intelligence (GenBI). At Panintelligence, we bring over 10 years of expertise in helping 400+ global customers unlock deeper insights, reduce technical debt, and drive data-driven growth. Our platform seamlessly integrates with your existing data infrastructure, providing your users with an intuitive, immersive experience. Low Code for Developers: We minimize development effort, allowing your team to focus on innovation and accelerate your roadmap. No Code for Users: We empower users to explore data independently, leveraging Generative BI to surface insights without technical expertise. By embedding Panintelligence, you enable self-service analytics while future-proofing your platform. Our partnership-driven approach ensures your business stays ahead with secure, scalable, and cutting-edge GenBI. Unlock the full potential of your data with Panintelligence – the Generative BI leader for organizations worldwide. **Average Rating:** 4.4/5.0 **Total Reviews:** 50 **How Do G2 Users Rate panintelligence?** - **Has the product been a good partner in doing business?:** 9.4/10 (Category avg: 8.9/10) - **Steps to Answer:** 8.6/10 (Category avg: 8.3/10) - **Reports Interface:** 8.2/10 (Category avg: 8.7/10) - **Calculated Fields:** 8.8/10 (Category avg: 8.5/10) **Who Is the Company Behind panintelligence?** - **Seller:** [Panintelligence](https://www.g2.com/sellers/panintelligence) - **Company Website:** https://www.panintelligence.com/ - **Year Founded:** 2014 - **HQ Location:** Leeds - **Twitter:** @panintelligence (2,056 Twitter followers) - **LinkedIn® Page:** https://www.linkedin.com/company/panintelligence/ (34 employees on LinkedIn®) **Who Uses This Product?** - **Top Industries:** Computer Software, Information Technology and Services - **Company Size:** 42% Mid-Market, 39% Small-Business #### What Are panintelligence's Pros and Cons? **Pros:** - Customer Support (7 reviews) - Ease of Use (4 reviews) - Charting Features (3 reviews) - Dashboard Customization (3 reviews) - Flexibility (3 reviews) **Cons:** - Limited Chart Functionality (3 reviews) - Limited Customization (3 reviews) - Initial Difficulty (2 reviews) - Learning Curve (2 reviews) - Learning Difficulty (2 reviews) ### What Do G2 Reviewers Say About panintelligence? *AI-generated summary from verified user reviews* **Pros:** - Users value the **outstanding customer support** from Panintelligence, fostering a genuine partnership in their data journey. - Users appreciate the **ease of use** of Panintelligence, enabling quick insights and efficient data-driven decision-making. - Users value the **flexibility in customizing charts and dashboards** , enhancing relevance for different departments and clients. - Users appreciate the **flexibility of dashboard customization** in Panintelligence, tailoring visuals to meet diverse needs and preferences. - Users value the **flexibility** of Panintelligence for customizing dashboards and adapting to diverse organizational needs. **Cons:** - Users find the **limited chart functionality** frustrating, making advanced visualizations time-consuming and challenging to configure. - Users express dissatisfaction with the **limited customization** options in Panintelligence, affecting user experience and chart styles. - Users find the **initial difficulty** with chart creation and configuration frustrating and time-consuming, affecting user experience. - Users find the **learning curve challenging** , noting the frustration in mastering advanced visualizations and configurations. - Users find that the **learning difficulty** of Panintelligence complicates setup and understanding of charts and modules. #### What Are Recent G2 Reviews of panintelligence? **"[User-Friendly BI Platform with Excellent Support and Seamless Integration](https://www.g2.com/survey_responses/panintelligence-review-12088298)"** **Rating:** 4.0/5.0 stars *— Verified User in Electrical/Electronic Manufacturing* [Read full review](https://www.g2.com/survey_responses/panintelligence-review-12088298) --- **"[The Panintelligence team are incredibly helpful, easy to work with, and always quick to respond.](https://www.g2.com/survey_responses/panintelligence-review-11387943)"** **Rating:** 4.0/5.0 stars *— Stewart B.* [Read full review](https://www.g2.com/survey_responses/panintelligence-review-11387943) --- #### What Are G2 Users Discussing About panintelligence? - [What is panintelligence used for?](https://www.g2.com/discussions/what-is-panintelligence-used-for) ### 3. [Metabase](https://www.g2.com/products/metabase/reviews) Metabase is the easy-to-use, open source Business Intelligence tool that lets everyone work with data, with or without SQL, for internal and customer-facing, embedded analytics. Install and setup in 5 minutes. Works with what’s already in your data stack, including SQL and NoSQL databases, from PostgreSQL to MongoDB. Let your whole team explore data on their own, create charts, interactive dashboards, and set up subscriptions and alerts - even to people outside of your org. The native SQL editor and advanced data tools will win over your data team. From Open Source (Always Free) to Enterprise, from Metabase Cloud to self-hosted, Metabase has everything you need scale with you with a number of affordable plans. Try free for 14 days. **Average Rating:** 4.4/5.0 **Total Reviews:** 145 **How Do G2 Users Rate Metabase?** - **Has the product been a good partner in doing business?:** 8.9/10 (Category avg: 8.9/10) - **Steps to Answer:** 8.5/10 (Category avg: 8.3/10) - **Reports Interface:** 8.9/10 (Category avg: 8.7/10) - **Calculated Fields:** 8.3/10 (Category avg: 8.5/10) **Who Is the Company Behind Metabase?** - **Seller:** [Metabase](https://www.g2.com/sellers/metabase) - **Year Founded:** 2014 - **HQ Location:** Lucknow, Uttar Pradesh - **Twitter:** @metabase (8,751 Twitter followers) - **LinkedIn® Page:** https://www.linkedin.com/company/6460313/ (125 employees on LinkedIn®) **Who Uses This Product?** - **Who Uses This:** Product Manager, Business Analyst - **Top Industries:** Information Technology and Services, Computer Software - **Company Size:** 52% Mid-Market, 34% Small-Business #### What Are Metabase's Pros and Cons? **Pros:** - Ease of Use (11 reviews) - Implementation Ease (5 reviews) - Intuitive (5 reviews) - Data Visualization (4 reviews) - Easy Setup (4 reviews) **Cons:** - Slow Performance (5 reviews) - Missing Features (4 reviews) - Slow Loading (4 reviews) - Performance Issues (3 reviews) - Dashboard Issues (2 reviews) ### What Do G2 Reviewers Say About Metabase? *AI-generated summary from verified user reviews* **Pros:** - Users find Metabase to be **extremely easy to use** , facilitating quick report generation and simplified data exploration. - Users find Metabase's **implementation ease** remarkable, allowing quick data insights without complexity or heavy setup. - Users value the **intuitive interface** of Metabase, making data access and report generation effortless for everyone. - Users commend Metabase for its **user-friendly data visualization** , enabling easy chart creation for all team members. - Users praise the **easy setup** of Metabase, allowing quick connections to databases without complex configurations. **Cons:** - Users experience **slow performance** with Metabase, especially during high query volumes and with large datasets. - Users note the **missing features** in Metabase, particularly in visualizations and lack of integrated AI assistance. - Users often experience **slow loading times** with Metabase, causing queries to time out and dashboards to lag. - Users experience **performance issues** with Metabase, including lag and slow processing speeds, especially with large datasets. - Users feel that the **dashboard creation UI could be improved** for better visualization and chart options. #### What Are Recent G2 Reviews of Metabase? **"[Intuitive, Cost-Effective BI That Streamlines Dashboards and Reporting](https://www.g2.com/survey_responses/metabase-review-12056142)"** **Rating:** 4.0/5.0 stars *— BHARAT SINGH B.* [Read full review](https://www.g2.com/survey_responses/metabase-review-12056142) --- **"[User-Friendly and Developer-Friendly BI Tool That’s Easy to Get Started With](https://www.g2.com/survey_responses/metabase-review-12552560)"** **Rating:** 4.5/5.0 stars *— SAURABH B.* [Read full review](https://www.g2.com/survey_responses/metabase-review-12552560) --- #### What Are G2 Users Discussing About Metabase? - [What are the benefits and drawbacks of using Metabase for your data visualization needs?](https://www.g2.com/discussions/what-are-the-benefits-and-drawbacks-of-using-metabase-for-your-data-visualization-needs) - [What is Metabase used for?](https://www.g2.com/discussions/metabase-what-is-metabase-used-for) - 1 comment - [Is Metabase secure?](https://www.g2.com/discussions/is-metabase-secure) - 1 comment, 1 upvote - [Who uses Metabase?](https://www.g2.com/discussions/who-uses-metabase) - [Is Metabase free?](https://www.g2.com/discussions/is-metabase-free) - 2 comments ### 4. [Logi Symphony](https://www.g2.com/products/logi-symphony/reviews) Logi Symphony enables software teams to rapidly design, build, and embed interactive dashboards and data visualizations with fast connectivity and access to modern data infrastructure. Maintain complete control over the analytics experience while empowering end users to explore, analyze, and share data securely. Logi Symphony allows both medium and enterprise-level companies to bring new Analytics and Business Intelligence capabilities to their applications: -Connect to any data source -Align data with ETL, data performance, data quality, and data structure -Embed dashboards, pixel-perfect reporting, what-if analysis, and self-service directly into your applications -Create content with unparalleled visual and interactive flexibility -Empower your end users with Modern Data Discovery -Augment data with predictive, forecasting, clustering, and outlier analysis -Integrate with fully open APIs and white labeling -Integrate security with single sign-on (SSO) and federated authentication -Low / No code easy embedding (iframeless) -Full extensibility using multiple well-documented APIs -Deploy anywhere (Managed Cloud, On-Premises) -Single or multi-tenant setup The Logi Symphony platform provides the extensibility to meet evolving requirements and match your brand, the embeddability to deliver information in the context in which people work, and the self-service capabilities to address different users' roles and skills. We quickly boost your analytics adoption within your application! With Logi Symphony, you can embed analytics into the fabric of your organization and products - enabling anyone to analyze data, share insights, and make informed decisions. We empower companies to create analytic applications that are purpose-built to users' unique roles and skills, delivered in the context of where users already work and infused within existing workflows and security models. **Average Rating:** 4.3/5.0 **Total Reviews:** 398 **How Do G2 Users Rate Logi Symphony?** - **Has the product been a good partner in doing business?:** 9.0/10 (Category avg: 8.9/10) - **Steps to Answer:** 7.9/10 (Category avg: 8.3/10) - **Reports Interface:** 8.2/10 (Category avg: 8.7/10) - **Calculated Fields:** 8.3/10 (Category avg: 8.5/10) **Who Is the Company Behind Logi Symphony?** - **Seller:** [insightsoftware](https://www.g2.com/sellers/insightsoftware-f6b45d26-bff9-4340-b3b7-a2076e7bb544) - **Year Founded:** 2018 - **HQ Location:** Raleigh, North Carolina - **Twitter:** @insightsoftware (801 Twitter followers) - **LinkedIn® Page:** https://www.linkedin.com/company/outcomes-by-insightsoftware/ (2,266 employees on LinkedIn®) **Who Uses This Product?** - **Who Uses This:** Product Manager, Business Intelligence Developer - **Top Industries:** Computer Software, Information Technology and Services - **Company Size:** 47% Mid-Market, 29% Small-Business #### What Are Logi Symphony's Pros and Cons? **Pros:** - Dashboard Customization (1 reviews) - Ease of Use (1 reviews) - Intuitive (1 reviews) - Performance (1 reviews) ### What Do G2 Reviewers Say About Logi Symphony? *AI-generated summary from verified user reviews* **Pros:** - Users value the **dashboard customization** in Logi Symphony, enhancing their productivity and project development experience. - Users find Logi Symphony's **ease of use** enhances productivity and simplifies the development of BI projects. - Users appreciate the **intuitive design** of Logi Symphony, enhancing productivity in BI project development. - Users value the **exceptional performance** of Logi Symphony, boosting productivity and simplifying BI project development. #### What Are Recent G2 Reviews of Logi Symphony? **"[Looking for a good BI Tool? Try Dundas BI, it has all you need and more!](https://www.g2.com/survey_responses/logi-symphony-review-73991)"** **Rating:** 4.5/5.0 stars *— Luis S.* [Read full review](https://www.g2.com/survey_responses/logi-symphony-review-73991) --- **"[Easy to use and very customizable dataviz tool](https://www.g2.com/survey_responses/logi-symphony-review-9599707)"** **Rating:** 4.0/5.0 stars *— Felipe B.* [Read full review](https://www.g2.com/survey_responses/logi-symphony-review-9599707) --- #### What Are G2 Users Discussing About Logi Symphony? - [What is Logi Analytics used for?](https://www.g2.com/discussions/what-is-logi-analytics-used-for) ### 5. [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 **easy to use** , simplifying complex tasks and enhancing creativity with its intuitive features. - Users find that Microsoft Power BI Embedded provides **valuable business insights** , facilitating quick decisions and increasing sales. - Users value the **dashboard customization** in Power BI Embedded, enhancing report integration across various applications effortlessly. - Users value **data visualization capabilities** of Power BI Embedded, enhancing data organization and insights for better decision-making. - Users find the **ease of creation** in Power BI Embedded allows for intuitive use and enhances creativity. **Cons:** - Users find the **learning curve steep** for concepts like Bookmarks and formatting, especially without an IT background. - Users find the **learning difficulty** of Microsoft Power BI Embedded problematic, especially with complex features and limited formatting options. - Users find **formatting issues** in Power BI Embedded, noting limited options and complexity in visual adjustments. - Users find the **initial difficulty** significant, especially without an IT background to navigate Power BI Embedded effectively. #### 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) ### 6. [Mode](https://www.g2.com/products/mode-mode/reviews) Mode is the first BI platform to embrace the way modern data teams work, which enables data leaders to drive more efficient, higher impact analysis and increased data maturity through true self-service. As the unified intelligence layer, Mode maximizes modern data stack ROI and turns data into a competitive advantage for leading businesses across all sectors and stages. **Average Rating:** 4.5/5.0 **Total Reviews:** 319 **How Do G2 Users Rate Mode?** - **Has the product been a good partner in doing business?:** 9.1/10 (Category avg: 8.9/10) - **Steps to Answer:** 8.1/10 (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 Mode?** - **Seller:** [Mode Analytics, Inc.](https://www.g2.com/sellers/mode-analytics-inc) - **Year Founded:** 2013 - **HQ Location:** San Francisco, California - **Twitter:** @ModeAnalytics (6,658 Twitter followers) - **LinkedIn® Page:** https://www.linkedin.com/company/3307518/ (683 employees on LinkedIn®) **Who Uses This Product?** - **Who Uses This:** Data Scientist, Data Analyst - **Top Industries:** Information Technology and Services, Computer Software - **Company Size:** 47% Mid-Market, 29% Enterprise #### What Are Mode's Pros and Cons? **Pros:** - Capabilities (1 reviews) - Customization (1 reviews) - Ease of Implementation (1 reviews) - Ease of Use (1 reviews) - Efficiency (1 reviews) **Cons:** - Complex Setup (1 reviews) - Complex Usage (1 reviews) - Data Integration (1 reviews) - Difficult Learning (1 reviews) - Initial Difficulty (1 reviews) ### What Do G2 Reviewers Say About Mode? *AI-generated summary from verified user reviews* **Pros:** - Users appreciate the **balance between analytics and self-service exploration** , enhancing visibility and usability across the organization. - Users value the **customization options** in Mode, enhancing usability for diverse roles and improving feature tracking. - Users find Mode's **ease of implementation** enhanced by SSO, facilitating organization-wide access and feature tracking. - Users appreciate the **ease of use** in Mode, benefiting from its clear interface and seamless implementation. - Users value the **efficiency** of Mode, benefiting from its clear visibility and useful scheduling options for data tracking. **Cons:** - Users find **complex setup** challenging, especially for less technical individuals needing considerable administrator support for integration. - Users find **complex usage** challenging, particularly for those less technical, needing significant admin support for integration. - Users find **on-boarding less technical users** challenging, as it requires significant admin support for data integration. - Users find **difficult learning** for less technical users, requiring significant admin support for effective onboarding. - Users find **initial difficulty** onboarding less technical users, requiring admin support for source authentication despite easy integration. #### What Are Recent G2 Reviews of Mode? **"[Outstanding!](https://www.g2.com/survey_responses/mode-review-7980594)"** **Rating:** 5.0/5.0 stars *— Stephan R.* [Read full review](https://www.g2.com/survey_responses/mode-review-7980594) --- **"[Powerful and Flexible platform for data driven decision making](https://www.g2.com/survey_responses/mode-review-11476277)"** **Rating:** 4.5/5.0 stars *— Gopi k.* [Read full review](https://www.g2.com/survey_responses/mode-review-11476277) --- ### 7. [Plotly Dash Enterprise](https://www.g2.com/products/plotly-dash-enterprise/reviews) Dash is the trusted solution for operationalizing Python models, allowing data science teams to focus on data and models, while still producing and deploying enterprise-ready apps. What would typically require a team of back-end developers, front-end developers and IT can all be done with Dash. It enables data science teams to build, design, deploy, and securely manage data-driven applications that align with your business goals. Companies can deliver on their data, analytic, and AI initiatives quickly and effectively -- no JavaScript, CSS, CronJobs or DevOps required. **Average Rating:** 4.8/5.0 **Total Reviews:** 36 **How Do G2 Users Rate Plotly Dash Enterprise?** - **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:** 9.0/10 (Category avg: 8.5/10) **Who Is the Company Behind Plotly Dash Enterprise?** - **Seller:** [Plotly](https://www.g2.com/sellers/plotly) - **Year Founded:** 2013 - **HQ Location:** Montréal, CA - **Twitter:** @plotlygraphs (41,308 Twitter followers) - **LinkedIn® Page:** https://www.linkedin.com/company/3327684/ (105 employees on LinkedIn®) **Who Uses This Product?** - **Top Industries:** Computer Software - **Company Size:** 47% Small-Business, 31% Enterprise #### What Are Plotly Dash Enterprise's Pros and Cons? **Pros:** - Charting Features (1 reviews) - Coding Ease (1 reviews) - Customer Support (1 reviews) - Dashboard Management (1 reviews) - Data Visualization (1 reviews) ### What Do G2 Reviewers Say About Plotly Dash Enterprise? *AI-generated summary from verified user reviews* **Pros:** - Users love the **ease of creating beautiful visualizations** with Drag-and-Drop features in Plotly Dash Enterprise. - Users love the **coding ease** of Plotly Dash Enterprise, allowing simple chart creation through drag and drop functionality. - Users value the **customer support** of Plotly Dash Enterprise, enhancing their experience with prompt and effective assistance. - Users love the **intuitive dashboard management** of Plotly Dash Enterprise, enhancing efficiency with easy visualizations and SQL support. - Users value the **ease of creating stunning visualizations** in Plotly Dash Enterprise, enhancing their data presentation experience. #### What Are Recent G2 Reviews of Plotly Dash Enterprise? **"[Its the perfect Data Management](https://www.g2.com/survey_responses/plotly-dash-enterprise-review-10698270)"** **Rating:** 4.5/5.0 stars *— Maria F.* [Read full review](https://www.g2.com/survey_responses/plotly-dash-enterprise-review-10698270) --- **"[Dash Dominance in Creating Interactive Web Apps for Your Data Insights](https://www.g2.com/survey_responses/plotly-dash-enterprise-review-8889756)"** **Rating:** 5.0/5.0 stars *— Uttam M.* [Read full review](https://www.g2.com/survey_responses/plotly-dash-enterprise-review-8889756) --- #### What Are G2 Users Discussing About Plotly Dash Enterprise? - [What are 3 benefits of a dashboard?](https://www.g2.com/discussions/dash-what-are-3-benefits-of-a-dashboard) - [What is the best dashboard software?](https://www.g2.com/discussions/dash-what-is-the-best-dashboard-software) - [How good is Dash?](https://www.g2.com/discussions/how-good-is-dash) - [What is the function of a dashboard?](https://www.g2.com/discussions/what-is-the-function-of-a-dashboard) ### 8. [ClicData](https://www.g2.com/products/clicdata/reviews) ClicData is a cloud-based data platform that spans multiple product categories: Business Intelligence, ETL, Data Warehousing and Data Lakehouse, Data Visualization, Embedded Analytics, and AI-assisted Analytics. It is built to support the full data lifecycle, from ingestion and storage to transformation, visualization, and distribution, within a single environment. Mid-market companies use ClicData to consolidate data workflows that would otherwise require separate tools for each stage. The platform is used across industries including retail, healthcare, media, manufacturing, and public services, by both centralized data teams and operational groups managing their own reporting needs. Our core capabilities include: - Connecting to databases, cloud applications, APIs, and flat files through a library of pre-built connectors - Storing and organizing data in an integrated data warehouse and data lake structure - Cleaning and transforming data using no-code ETL interfaces or SQL - Building dashboards and reports using a drag-and-drop editor or an AI dashboard builder that generates interactive, fully functional dashboards from plain-language prompts - Scheduling data refreshes, automating alerts, and delivering reports on defined triggers - Embedding dashboards into third-party platforms or client-facing applications - Extending analysis with Python scripts for statistical modeling or machine learning workflows For Leadership and Business Leaders ClicData provides a governed environment where data from multiple sources can be consolidated and made available across teams. It reduces dependency on ad hoc data requests by giving your team leads and operational teams direct access to up-to-date dashboards and reports. AI-assisted features support anomaly detection and automated alerting, so leadership can be notified of significant changes in key metrics without relying on manual monitoring. Scheduling and alerting features support proactive monitoring without manual intervention. For Data Practitioners Data engineers and analysts can manage the full pipeline: ingestion, transformation, modeling, and delivery without switching between tools. ClicData supports both no-code and SQL or Python-based transformation, version-controlled data flows or predictive model development. AI capabilities are accessible at the pipeline level, allowing practitioners to integrate predictive models or automated data quality checks directly into existing data flows. For Operational and Business Users Teams outside of IT can access curated dashboards, apply filters, and work with data that has already been validated upstream. AI-assisted features surface trends, forecasts, and anomalies directly within dashboards, making it possible for non-technical users to act on predictive insights without requiring analytical expertise. Embedded analytics capabilities allow organizations to surface data, including AI-generated insights, directly within the products or portals their end users already work in, without requiring those users to log into a separate BI tool. ClicData addresses the common challenge of fragmented data stacks by covering data engineering, storage, and analytics in one platform. It is suited for growing organizations looking to standardize how data is collected, managed, and consumed across different teams and functions. **Average Rating:** 4.4/5.0 **Total Reviews:** 36 **How Do G2 Users Rate ClicData?** - **Has the product been a good partner in doing business?:** 8.8/10 (Category avg: 8.9/10) - **Steps to Answer:** 7.8/10 (Category avg: 8.3/10) - **Reports Interface:** 8.6/10 (Category avg: 8.7/10) - **Calculated Fields:** 8.0/10 (Category avg: 8.5/10) **Who Is the Company Behind ClicData?** - **Seller:** [ClicData](https://www.g2.com/sellers/clicdata) - **Company Website:** https://www.clicdata.com/ - **Year Founded:** 2008 - **HQ Location:** Lille, France - **Twitter:** @ClicData (806 Twitter followers) - **LinkedIn® Page:** https://www.linkedin.com/company/278851/ (46 employees on LinkedIn®) **Who Uses This Product?** - **Top Industries:** Information Technology and Services, Computer Software - **Company Size:** 51% Small-Business, 32% Mid-Market #### What Are Recent G2 Reviews of ClicData? **"[Quick and simple solution to implement with a responsive and efficient helpdesk team](https://www.g2.com/survey_responses/clicdata-review-11445571)"** **Rating:** 4.5/5.0 stars *— Verified User in Restaurants* [Read full review](https://www.g2.com/survey_responses/clicdata-review-11445571) --- **"[Outstanding Customer Service and Communication from the ClicData Team](https://www.g2.com/survey_responses/clicdata-review-12848126)"** **Rating:** 4.0/5.0 stars *— Verified User in Primary/Secondary Education* [Read full review](https://www.g2.com/survey_responses/clicdata-review-12848126) --- #### What Are G2 Users Discussing About ClicData? - [What are the benefits of business intelligence?](https://www.g2.com/discussions/clicdata-what-are-the-benefits-of-business-intelligence) - [How do I create a dashboard in ClicData?](https://www.g2.com/discussions/how-do-i-create-a-dashboard-in-clicdata) - 1 comment, 1 upvote - [Is ClicData free?](https://www.g2.com/discussions/is-clicdata-free) - 1 comment - [What is CLIC software?](https://www.g2.com/discussions/what-is-clic-software) - 1 comment ### 9. [Qrvey](https://www.g2.com/products/qrvey/reviews) Qrvey is an embedded analytics solution specializing in multi-tenant analytics for SaaS applications. Qrvey’s goal for product teams is to empower you to build less software and deliver more value. Qrvey is the only embedded analytics solution that includes an analytics layer to connect your data warehouse to your front-end analytics. Qrvey’s approach is different. By including a native data lake, you can scale personalized analytics that your customers will love. All while giving your development team the tools to ship faster and build less. **Average Rating:** 4.4/5.0 **Total Reviews:** 28 **How Do G2 Users Rate Qrvey?** - **Has the product been a good partner in doing business?:** 9.1/10 (Category avg: 8.9/10) - **Steps to Answer:** 8.2/10 (Category avg: 8.3/10) - **Reports Interface:** 7.9/10 (Category avg: 8.7/10) - **Calculated Fields:** 7.7/10 (Category avg: 8.5/10) **Who Is the Company Behind Qrvey?** - **Seller:** [Qrvey](https://www.g2.com/sellers/qrvey) - **Year Founded:** 2016 - **HQ Location:** Tysons, Virginia - **Twitter:** @qrvey (463 Twitter followers) - **LinkedIn® Page:** https://www.linkedin.com/company/qrvey/ (68 employees on LinkedIn®) **Who Uses This Product?** - **Top Industries:** Computer Software, Information Technology and Services - **Company Size:** 55% Small-Business, 38% Mid-Market #### What Are Qrvey's Pros and Cons? **Pros:** - Ease of Use (6 reviews) - Analytics (5 reviews) - Automation (4 reviews) - Efficiency (4 reviews) - User Interface (4 reviews) **Cons:** - Learning Curve (5 reviews) - Complex Usage (2 reviews) - Confusing Pricing (2 reviews) - Customization Difficulty (2 reviews) - Expensive (2 reviews) ### What Do G2 Reviewers Say About Qrvey? *AI-generated summary from verified user reviews* **Pros:** - Users find Qrvey's **ease of use** appealing, as it simplifies analytics with a no-code visual setup. - Users appreciate the **all-in-one embedded analytics** of Qrvey, seamlessly integrating data collection, automation, and analysis. - Users value the **no-code automation** of Qrvey, streamlining their analytics processes effortlessly within a unified platform. - Users admire the **remarkable efficiency** of Qrvey, facilitating faster decision-making through comprehensive data analysis. - Users appreciate the **intuitive interface** of Qrvey, which simplifies embedding analytics and enhances data visibility effectively. **Cons:** - Users experience a challenging **learning curve** , making it difficult to efficiently master Qrvey's features and functionalities. - Users find the **complex usage** of Qrvey challenging, particularly for those with simple or small-scale needs. - Users find the **confusing pricing** of Qrvey makes budgeting and planning more challenging than expected. - Users find **customization difficult** due to the complex setup and technical knowledge required, affecting overall satisfaction. - Users find Qrvey to be **expensive** and struggle with non-transparent pricing and complex setup requirements. #### What Are Recent G2 Reviews of Qrvey? **"[Empowers Decisions with Comprehensive Data Tools](https://www.g2.com/survey_responses/qrvey-review-11978512)"** **Rating:** 5.0/5.0 stars *— Antoneta Valerie B.* [Read full review](https://www.g2.com/survey_responses/qrvey-review-11978512) --- **"[Qrvey: Deliver More Analytics with Less Engineering Effort](https://www.g2.com/survey_responses/qrvey-review-12387542)"** **Rating:** 5.0/5.0 stars *— Shabuddin G.* [Read full review](https://www.g2.com/survey_responses/qrvey-review-12387542) --- #### What Are G2 Users Discussing About Qrvey? - [What is Qrvey used for?](https://www.g2.com/discussions/what-is-qrvey-used-for) ### 10. [Vizzly](https://www.g2.com/products/vizzly/reviews) Vizzly provides a low-code solution for building customer-facing dashboards, offering the same level of flexibility as an in-house development process with minimal technical overhead required. With Vizzly, you have the capability to connect to any SQL database or API and seamlessly embed the dashboard as a React or Vue component. Since the product is highly extensible through code, you will have complete control over the product and the user experience you create. **Average Rating:** 5.0/5.0 **Total Reviews:** 13 **How Do G2 Users Rate Vizzly?** - **Has the product been a good partner in doing business?:** 10.0/10 (Category avg: 8.9/10) - **Steps to Answer:** 10.0/10 (Category avg: 8.3/10) - **Reports Interface:** 9.8/10 (Category avg: 8.7/10) - **Calculated Fields:** 9.2/10 (Category avg: 8.5/10) **Who Is the Company Behind Vizzly?** - **Seller:** [Vizzly](https://www.g2.com/sellers/vizzly) - **Year Founded:** 2022 - **HQ Location:** London, GB - **Twitter:** @TryVizzly (26 Twitter followers) - **LinkedIn® Page:** https://www.linkedin.com/company/vizzlyco/ (1 employees on LinkedIn®) **Who Uses This Product?** - **Top Industries:** Computer Software - **Company Size:** 92% Small-Business, 8% Mid-Market #### What Are Recent G2 Reviews of Vizzly? **"[Thank you Vizzly!](https://www.g2.com/survey_responses/vizzly-review-8286163)"** **Rating:** 5.0/5.0 stars *— Ian E.* [Read full review](https://www.g2.com/survey_responses/vizzly-review-8286163) --- **"[Embedded Analytics that Developers love](https://www.g2.com/survey_responses/vizzly-review-8070952)"** **Rating:** 5.0/5.0 stars *— Tim R.* [Read full review](https://www.g2.com/survey_responses/vizzly-review-8070952) --- ### 11. [Bokeh](https://www.g2.com/products/bokeh/reviews) Bokeh is a Python based interactive visualization library. **Average Rating:** 4.4/5.0 **Total Reviews:** 38 **How Do G2 Users Rate Bokeh?** - **Has the product been a good partner in doing business?:** 8.6/10 (Category avg: 8.9/10) - **Steps to Answer:** 7.4/10 (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 Bokeh?** - **Seller:** [Continuum Analytics](https://www.g2.com/sellers/continuum-analytics) - **Year Founded:** 2012 - **HQ Location:** Austin, Texas - **Twitter:** @anacondainc (83,629 Twitter followers) - **LinkedIn® Page:** https://www.linkedin.com/company/continuum-analytics-inc-/ (17 employees on LinkedIn®) **Who Uses This Product?** - **Top Industries:** Information Technology and Services, Computer Software - **Company Size:** 55% Small-Business, 28% Enterprise #### What Are Recent G2 Reviews of Bokeh? **"[This is very good charting tool and data visualization for python.](https://www.g2.com/survey_responses/bokeh-review-8184133)"** **Rating:** 4.5/5.0 stars *— Shailesh M.* [Read full review](https://www.g2.com/survey_responses/bokeh-review-8184133) --- **"[The Python charting tool you should use](https://www.g2.com/survey_responses/bokeh-review-8140676)"** **Rating:** 4.5/5.0 stars *— Anup J.* [Read full review](https://www.g2.com/survey_responses/bokeh-review-8140676) --- ### 12. [OpenViz](https://www.g2.com/products/openviz/reviews) OpenViz is a collection of data visualization and data management techniques that can be integrated into any software solution. **Average Rating:** 4.1/5.0 **Total Reviews:** 17 **How Do G2 Users Rate OpenViz?** - **Has the product been a good partner in doing business?:** 8.8/10 (Category avg: 8.9/10) - **Steps to Answer:** 8.5/10 (Category avg: 8.3/10) - **Reports Interface:** 8.5/10 (Category avg: 8.7/10) - **Calculated Fields:** 8.2/10 (Category avg: 8.5/10) **Who Is the Company Behind OpenViz?** - **Seller:** [Advanced Visual Systems](https://www.g2.com/sellers/advanced-visual-systems) - **Year Founded:** 1991 - **HQ Location:** Burlington, MA - **Twitter:** @avsviz (326 Twitter followers) - **LinkedIn® Page:** https://www.linkedin.com/company/advanced-visual-systems (106 employees on LinkedIn®) **Who Uses This Product?** - **Company Size:** 59% Small-Business, 24% Mid-Market #### What Are Recent G2 Reviews of OpenViz? **"[Review for OpenViz](https://www.g2.com/survey_responses/openviz-review-8874838)"** **Rating:** 5.0/5.0 stars *— Shiva Kumar B.* [Read full review](https://www.g2.com/survey_responses/openviz-review-8874838) --- **"[Great place to visualize the data](https://www.g2.com/survey_responses/openviz-review-8876470)"** **Rating:** 5.0/5.0 stars *— Sai Srinivas A.* [Read full review](https://www.g2.com/survey_responses/openviz-review-8876470) --- ### 13. [Orcablue](https://www.g2.com/products/orcablue/reviews) Orcablue is a fast and intuitive data visualization tool designed to seamlessly embed analytics into platforms. With Orcablue, companies can provide their customers with rich, customizable analytics experiences—ranging from standard reports to fully dedicated analytics portals without waiting. Whether it’s embedding interactive dashboards or delivering detailed insights, Orcablue empowers businesses to offer impactful, real-time analytics directly within their platform with minimal effort and easy customization. **Average Rating:** 4.3/5.0 **Total Reviews:** 24 **How Do G2 Users Rate Orcablue?** - **Has the product been a good partner in doing business?:** 8.3/10 (Category avg: 8.9/10) - **Steps to Answer:** 8.3/10 (Category avg: 8.3/10) - **Reports Interface:** 7.5/10 (Category avg: 8.7/10) - **Calculated Fields:** 9.2/10 (Category avg: 8.5/10) **Who Is the Company Behind Orcablue?** - **Seller:** [orcablue.ai](https://www.g2.com/sellers/orcablue-ai) - **HQ Location:** Bangalore, Karnataka - **LinkedIn® Page:** https://www.linkedin.com/company/orcablueai (5 employees on LinkedIn®) **Who Uses This Product?** - **Company Size:** 92% Small-Business, 8% Mid-Market #### What Are Orcablue's Pros and Cons? **Pros:** - Customer Support (7 reviews) - Automation (6 reviews) - Data Visualization (5 reviews) - Powerful BI (4 reviews) - Detailed Analysis (3 reviews) **Cons:** - Learning Curve (3 reviews) - Missing Features (3 reviews) - Integration Issues (2 reviews) - Technical Issues (2 reviews) - Coding Difficulty (1 reviews) ### What Do G2 Reviewers Say About Orcablue? *AI-generated summary from verified user reviews* **Pros:** - Users value the **responsive customer support** of Orcablue, enhancing productivity and ensuring seamless user experience. - Users value the **effortless automation** of Orcablue, streamlining data management with just a few clicks. - Users admire the **transformative power of data visualization** in Orcablue, turning static data into engaging insights effortlessly. - Users highlight the **powerful BI features** of Orcablue, praising its instant reports and automation capabilities. - Users find the **user-friendly reports and graphs** of Orcablue essential for easy data analysis and decision-making. **Cons:** - Users note a **steep learning curve** for Orcablue, making initial setup and mastery more time-consuming than expected. - Users find the **lack of real-time data analytics** frustrating, hindering effective data preparation and analysis tasks. - Users face **integration issues** with Orcablue, making initial setup and customization more challenging than expected. - Users face **technical issues** with Orcablue, including bright colors and problematic video playback on the website. - Users find **coding difficulties** arise when preparing data due to inconsistent formats and lack of real-time analytics. #### What Are Recent G2 Reviews of Orcablue? **"[Review about Orcablue](https://www.g2.com/survey_responses/orcablue-review-8760631)"** **Rating:** 5.0/5.0 stars *— Verified User in Utilities* [Read full review](https://www.g2.com/survey_responses/orcablue-review-8760631) --- **"[Easy, Affordable Business and Office Supplies](https://www.g2.com/survey_responses/orcablue-review-8770090)"** **Rating:** 4.5/5.0 stars *— Verified User in Individual & Family Services* [Read full review](https://www.g2.com/survey_responses/orcablue-review-8770090) --- ### 14. [ZoomCharts](https://www.g2.com/products/zoomcharts/reviews) Create complex and interactive data visualizations with minimal input and development time by using a ready-to-go javascript charts library. **Average Rating:** 4.1/5.0 **Total Reviews:** 39 **How Do G2 Users Rate ZoomCharts?** - **Has the product been a good partner in doing business?:** 7.6/10 (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:** 8.2/10 (Category avg: 8.5/10) **Who Is the Company Behind ZoomCharts?** - **Seller:** [Data Visualization Software Lab](https://www.g2.com/sellers/data-visualization-software-lab) - **Year Founded:** 2013 - **HQ Location:** Riga, Latvia - **Twitter:** @ZoomCharts (1,400 Twitter followers) - **LinkedIn® Page:** https://www.linkedin.com/company/zoomcharts/ (27 employees on LinkedIn®) **Who Uses This Product?** - **Top Industries:** Computer Software, Information Technology and Services - **Company Size:** 44% Small-Business, 31% Enterprise #### What Are Recent G2 Reviews of ZoomCharts? **"[Data Visualization Made Interactive and Intuitive](https://www.g2.com/survey_responses/zoomcharts-review-7622450)"** **Rating:** 4.5/5.0 stars *— Praneeth S.* [Read full review](https://www.g2.com/survey_responses/zoomcharts-review-7622450) --- **"[It is an interactive visualization software](https://www.g2.com/survey_responses/zoomcharts-review-8032689)"** **Rating:** 4.0/5.0 stars *— Kapil M.* [Read full review](https://www.g2.com/survey_responses/zoomcharts-review-8032689) --- ## 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)