# Best Embedded Business Intelligence Software for Medium-Sized Businesses - Page 2

## 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:** Databrain (+0.87%) - Among all products in this category, Databrain recorded the largest rating increase compared to last month

_Last updated: July 29, 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.

## 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=104521&focus%5B%5D=20158&focus%5B%5D=998&focus%5B%5D=604&focus%5B%5D=162504&focus%5B%5D=610&focus%5B%5D=1932)

Highlighted products: Tableau, Sigma, Amazon QuickSight, Jaspersoft, Domo, Hex, GoodData.AI, and Google Chart Tools.

Underlying data: [Grid® JSON](https://www.g2.com/categories/embedded-business-intelligence/grids.json?focus%5B%5D=tableau&focus%5B%5D=sigma-computing-sigma&focus%5B%5D=amazon-quicksight&focus%5B%5D=jaspersoft&focus%5B%5D=domo&focus%5B%5D=hex-tech-hex&focus%5B%5D=gooddata-ai&focus%5B%5D=google-chart-tools&segment=mid-market)

**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=2026-07-30T15%3A08%3A29Z&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%2Fmid-market%3Fpage%3D2&secure%5Btoken%5D=c06b21b6995ee22a26ed59f12d96fb58f8c2f7ce32b44510d2248b9491ca1880&secure%5Burl%5D=https%3A%2F%2Fwww.revealbi.io%2Ffeatures&secure%5Burl_type%5D=paid_promos)

### [Intellicus](https://www.g2.com/products/intellicus/reviews)

Intellicus helps organizations put their data to work and helps business leaders gain actionable insights. Driven by AI, auto ML and sophisticated machine learning models, Intellicus helps CXOs use data to accelerate their growth. Intellicus Technologies tailor solutions based on your needs, instead of retrofitting them to ‘customizable’ one-size-fits-all solutions. Intellicus offers end-to-end data integration through ETL, integrating sophisticated databases, ERP solutions, legacy systems, telephony, ACDs till flat file systems into a data warehouse that becomes the single source of truth. Intellicus’ self-serve reporting, OLAP capabilities and interactive analytics dashboards allow users to drill down & drill up, zoom out or slice-and-dice data to create a 360-degree view of the business. Auto-ML based what-if predictions deliver power and agility to small and large enterprises so that they can make business critical decisions based on science. Ready to take the next step in your digital transformation? Write to marketing@intellicus.com today

**Average Rating:** 4.6/5.0

**Total Reviews:** 119

#### How Do G2 Users Rate Intellicus?

- **Has the product been a good partner in doing business?:** 8.9/10 (Category avg: 8.9/10)
- **Steps to Answer:** 8.3/10 (Category avg: 8.3/10)
- **Reports Interface:** 8.7/10 (Category avg: 8.7/10)
- **Calculated Fields:** 8.3/10 (Category avg: 8.5/10)

#### Who Is the Company Behind Intellicus?

- **Seller:** [Intellicus Technologies](https://www.g2.com/sellers/intellicus-technologies)
- **Company Website:** www.intellicus.com
- **Year Founded:** 2004
- **HQ Location:** Los Gatos, CA
- **Twitter:** @Intellicus  
277 Twitter followers
- **LinkedIn® Page:** [www.linkedin.com](https://www.g2.com/external_clickthroughs/record?secure%5Bsource_type%5D=product_profile&secure%5Btoken%5D=fc07f0f0ad8078ef7bf3668fb492fde78637e65e9a468217a08fcf623e67cc5e&secure%5Burl%5D=https%3A%2F%2Fwww.linkedin.com%2Fcompany%2Fintellicus-technologies&secure%5Burl_type%5D=linkedin_company_website)  
241 employees on LinkedIn®

#### Who Uses This Product?

- **Top Industries:** Information Technology and Services, Computer Software
- **Company Size:** 59% Medium, 23% Large

#### What Do G2 Reviewers Say About Intellicus?

_AI-generated summary from verified user reviews_

##### Pros

- Users find the **reporting capabilities** of Intellicus efficient and user-friendly, enhancing their data management experience.
- Users value the **ease of use** of Intellicus, enhancing workflow efficiency and streamlining data management tasks effectively.
- Users value the **ease of dashboard customization** in Intellicus, enabling tailored insights for diverse management levels.
- Users appreciate the **end-to-end data analysis solutions** of Intellicus, enhancing efficiency in data processing and integration.
- Users value the **advanced data visualization capabilities** of Intellicus, enhancing their business intelligence and decision-making efforts.

##### Cons

- Users find the **complex usability** of Intellicus challenging, especially with advanced features and initial setup requiring technical knowledge.
- Users find certain features of Intellicus **difficult to learn** , impacting the overall user experience and efficiency.
- Users find the **learning curve steep** with Intellicus, as advanced features and scripting are not immediately intuitive.
- Users find Intellicus's **complex interface** overwhelming initially, requiring time to master before fully utilizing its features.
- Users find the **learning difficulty** of Intellicus challenging due to complex features and initial technical understanding required.

#### What Are Recent G2 Reviews of Intellicus?

**["A Powerful BI & Reporting Platform"](https://www.g2.com/survey_responses/intellicus-review-7654115)**

**Rating:** 5.0/5.0 stars

_— Jaswanth S._

[Read full review](https://www.g2.com/survey_responses/intellicus-review-7654115)

**["Excellent for Data Engineering and Visualization"](https://www.g2.com/survey_responses/intellicus-review-11985902)**

**Rating:** 5.0/5.0 stars

_— Abhishek D._

[Read full review](https://www.g2.com/survey_responses/intellicus-review-11985902)

#### What Are G2 Users Discussing About Intellicus?

- [What is Intellicus used for?](https://www.g2.com/discussions/what-is-intellicus-used-for) - 1 comment, 1 upvote

### [Strategy One (formerly MicroStrategy ONE)](https://www.g2.com/products/strategy-one-formerly-microstrategy-one/reviews)

🚀 Strategy One – the AI+BI Platform for Enterprise Analytics at Scale What is Strategy One? Strategy One is the enterprise AI + BI platform that powers data-driven decision-making at scale. Built for complex enterprises, it unifies business intelligence, advanced analytics, and governed data modeling into a single, open platform. With native AI-powered workflows, pixel-perfect dashboards, modern self-service tools, and seamless integrations with Excel, Power BI, and Tableau, Strategy One delivers trusted insights wherever decisions are made. Why Strategy One? Unlike fragmented BI stacks or limited legacy tools, Strategy One provides an end-to-end platform with one trusted semantic core. Business users get governed self-service. Analysts get powerful modeling tools. Executives get real-time answers they can trust. And IT retains full control over data access, definitions, and lineage. Whether you’re creating executive dashboards, deploying embedded analytics, scaling AI copilots, or consolidating BI tools—Strategy One meets the moment with: ✅ Cloud-native architecture ✅ Open integrations with 200+ data sources ✅ Enterprise-grade security and governance ✅ Industry-leading performance and scale ✅ Built-in support for AI copilots, agents, and models Strategy One is trusted by global enterprises in banking, retail, healthcare, and government to turn data into decisions—fast, securely, and at scale.

**Average Rating:** 4.2/5.0

**Total Reviews:** 529

#### How Do G2 Users Rate Strategy One (formerly MicroStrategy ONE)?

- **Has the product been a good partner in doing business?:** 7.7/10 (Category avg: 8.9/10)
- **Steps to Answer:** 7.5/10 (Category avg: 8.3/10)
- **Reports Interface:** 8.2/10 (Category avg: 8.7/10)
- **Calculated Fields:** 8.0/10 (Category avg: 8.5/10)

#### Who Is the Company Behind Strategy One (formerly MicroStrategy ONE)?

- **Seller:** [Strategy (formerly MicroStrategy)](https://www.g2.com/sellers/strategy-formerly-microstrategy)
- **Company Website:** www.strategy.com
- **Year Founded:** 1989
- **HQ Location:** Tysons Corner, VA
- **Twitter:** @MicroStrategy  
303,456 Twitter followers
- **LinkedIn® Page:** [www.linkedin.com](https://www.g2.com/external_clickthroughs/record?secure%5Bsource_type%5D=product_profile&secure%5Btoken%5D=8f32382ee6ea0cc02d6dc7c1fe37038f1247aceba92d8d5030350f4ffb1e6c92&secure%5Burl%5D=https%3A%2F%2Fwww.linkedin.com%2Fcompany%2Fstrategy%2F&secure%5Burl_type%5D=linkedin_company_website)  
3,457 employees on LinkedIn®

#### Who Uses This Product?

- **Who Uses This:** Manager, Business Intelligence Developer
- **Top Industries:** Retail, Financial Services
- **Company Size:** 62% Large, 29% Medium

#### What Do G2 Reviewers Say About Strategy One (formerly MicroStrategy ONE)?

_AI-generated summary from verified user reviews_

##### Pros

- Users appreciate the **ease of use** in Strategy One, facilitating quick access to insights and effective data management.
- Users admire the **ongoing commitment to innovation** in Strategy One, ensuring it consistently stays ahead of competitors.
- Users appreciate the **easy setup** of Strategy One, facilitating quick access and efficient data management from the start.
- Users appreciate the **customization options** in Strategy One, enabling tailored applications and efficient data analysis.
- Users love the **flexible dashboard customization** that simplifies data analysis and enhances reporting capabilities.

##### Cons

- Users find the **learning difficulty** significant, as the software's complexity can be overwhelming for both technical and end users.
- Users find the **steep learning curve** of Strategy One challenging, although improvements are being made for easier navigation.
- Users find the **absence of essential features** in Strategy One, especially integration with tools like Copilot, frustrating.
- Users often find the **complex usage** of Strategy One overwhelming, facing a steep learning curve and integration challenges.
- Users face **access restrictions** due to the need for an enterprise version, limiting broader availability and customization.

#### What Are Recent G2 Reviews of Strategy One (formerly MicroStrategy ONE)?

**["Scalable, Enterprise-Ready BI with Strong Governance and Reliable Performance"](https://www.g2.com/survey_responses/strategy-one-formerly-microstrategy-one-review-12406962)**

**Rating:** 5.0/5.0 stars

_— Carlos G._

[Read full review](https://www.g2.com/survey_responses/strategy-one-formerly-microstrategy-one-review-12406962)

**["Empowers Data Accessibility, with Minor Transition Hiccups"](https://www.g2.com/survey_responses/strategy-one-formerly-microstrategy-one-review-12417688)**

**Rating:** 4.0/5.0 stars

_— Van V. T._

[Read full review](https://www.g2.com/survey_responses/strategy-one-formerly-microstrategy-one-review-12417688)

#### What Are G2 Users Discussing About Strategy One (formerly MicroStrategy ONE)?

- [What is MicroStrategy used for?](https://www.g2.com/discussions/what-is-microstrategy-used-for)
- [What is the difference between tableau and MicroStrategy?](https://www.g2.com/discussions/what-is-the-difference-between-tableau-and-microstrategy)
- [How much does MicroStrategy cost?](https://www.g2.com/discussions/how-much-does-microstrategy-cost) - 1 comment
- [Why is MicroStrategy used?](https://www.g2.com/discussions/why-is-microstrategy-used)
- [What is MicroStrategy software?](https://www.g2.com/discussions/what-is-microstrategy-software)

### [Zoho Analytics](https://www.g2.com/products/zoho-analytics/reviews)

Zoho Analytics is a GenAI-powered self-service BI and analytics platform that helps businesses collect, prepare, analyze, and present insights from their data, all within minutes. Integrate with 500+ native data sources, like files, feeds, local and cloud databases, cloud storage, and popular business apps. Clean, transform, enrich, and catalog data with our agentic AI-powered, self-service data preparation and management capabilities. Create and manage complex ETL data pipelines using our visual pipeline builder, process stream data for real-time analytics, and set up a strong metrics layer for quality analysis and management. Zoho Analytics comes with 100+ domain-specific prebuilt reports and dashboards, pre-trained NLQ models, intelligently modeled and blended data across business applications, and lots more. Use our intuitive drag-and-drop visualization builder to build insightful and interactive reports and dashboards using a wide variety of visual components, like charts, widgets, pivot tables, tabular views and more. Generate customized reports and dashboards using simple, natural language with our AI-powered conversational agent, Zia. Ask Zia goes beyond basic reporting; it enables users to perform diagnostic analytics, forecast key metrics, and receive intelligent insights and recommendations. Users can assign tasks and trigger actions just by conversing with our agentic AI, Zia, streamlining their workflows and empowering data-driven decisions. Seamlessly embed Ask Zia into your custom or business applications to deliver contextual insights and actions. Enrich your analysis with automated insights by using our NLG-powered narration engine, Zia Insights. With diagnostic analytics for smarter decision-making, Zia Insights takes automated insights to the next level by bubbling up key drivers for particular business tasks. Enumerate complex business scenarios with what-if analyses, forecast KPIs, uncover trends and patterns with advanced analytical capabilities. Leverage cognitive analysis for keyword extraction and sentiment analysis, and more. Evaluate the best ML models with no-code assistance or develop custom models and functions using Python Code Studio. Zoho Analytics comes with pre-packed ML models (AutoML) that allow you to evaluate and pick the best model for your use case. Alternatively custom models and functions using Python Code Studio Embed our full-fledged analytics platform into other software applications. Craft and present immersive data stories through slideshows or purpose-built analytics portals. Collaborate securely through contextual comment threads and real-time messaging. Zoho Analytics has a robust set of APIs that enables elaborate customization and highly extensible low-code and no-code integration with any technology stack. It also offers a high degree of deployment flexibility (private, public, multi-cloud, and on-premises) and platform extensibility (professional services, partner support, and marketplace). Zoho Analytics is modern and scalable, and it can readily match growing data volumes and usage. Its time-tested and accredited enterprise-grade security features and governance framework ensure continuous data management and stewardship. On top of everything else, the TCO for Zoho Analytics—including licensing, implementation, customization, training, and support—is the lowest in our market.

**Average Rating:** 4.2/5.0

**Total Reviews:** 281

#### How Do G2 Users Rate Zoho Analytics?

- **Has the product been a good partner in doing business?:** 8.5/10 (Category avg: 8.9/10)
- **Steps to Answer:** 8.0/10 (Category avg: 8.3/10)
- **Reports Interface:** 8.1/10 (Category avg: 8.7/10)
- **Calculated Fields:** 8.3/10 (Category avg: 8.5/10)

#### Who Is the Company Behind Zoho Analytics?

- **Seller:** [Zoho](https://www.g2.com/sellers/zoho-b00ca9d5-bca8-41b5-a8ad-275480841704)
- **Year Founded:** 1996
- **HQ Location:** Austin, TX
- **Twitter:** @Zoho  
137,880 Twitter followers
- **LinkedIn® Page:** [www.linkedin.com](https://www.g2.com/external_clickthroughs/record?secure%5Bsource_type%5D=product_profile&secure%5Btoken%5D=9c8e45ddb296c32c6c5597ef9ba945c94562c57624f7bd1dcf1a9e9931f71578&secure%5Burl%5D=https%3A%2F%2Fwww.linkedin.com%2Fcompany%2F38373%2F&secure%5Burl_type%5D=linkedin_company_website)  
30,766 employees on LinkedIn®
- **Phone:** +1 (888) 900-9646 

#### Who Uses This Product?

- **Who Uses This:** Director, Business Analyst
- **Top Industries:** Information Technology and Services, Computer Software
- **Company Size:** 50% Small, 43% Medium

#### What Do G2 Reviewers Say About Zoho Analytics?

_AI-generated summary from verified user reviews_

##### Pros

- Users appreciate the **ease of use** of Zoho Analytics, benefiting from intuitive interfaces and customizable dashboards.
- Users appreciate the **intuitive interface** of Zoho Analytics, allowing for easy data visualization and customizable reports.
- Users commend the **seamless integrations** of Zoho Analytics, allowing easy data consolidation across various Zoho platforms.
- Users appreciate the **intuitive and customizable dashboards** of Zoho Analytics, enhancing their data visualization experience.
- Users value the **data visualization tools** in Zoho Analytics, enabling effective decision-making with visually appealing reports.

##### Cons

- Users face a **steep learning curve** with Zoho Analytics, which can be overwhelming for beginners and hinders productivity.
- Users find **limited customization options** in Zoho Analytics, hindering their ability to tailor the tool effectively.
- Users report a **clunky data integration process** that complicates connecting multiple sources and reviewing long-term trends.
- Users find **integration issues** with Zoho Analytics, making data connections difficult and requiring frequent manual checks.
- Users feel that Zoho Analytics has **missing features** compared to competitors, limiting flexibility and customization options.

#### What Are Recent G2 Reviews of Zoho Analytics?

**["Excellent Reporting with Zoho Analytics and Zoho Books Sync"](https://www.g2.com/survey_responses/zoho-analytics-review-12722454)**

**Rating:** 5.0/5.0 stars

_— Abhinandan J._

[Read full review](https://www.g2.com/survey_responses/zoho-analytics-review-12722454)

**["A Powerful, Data-Driven Dashboard Tool with Easy Multi-App Integration"](https://www.g2.com/survey_responses/zoho-analytics-review-12870240)**

**Rating:** 5.0/5.0 stars

_— Arpit S._

[Read full review](https://www.g2.com/survey_responses/zoho-analytics-review-12870240)

#### What Are G2 Users Discussing About Zoho Analytics?

- [What is Zoho Analytics used for?](https://www.g2.com/discussions/what-is-zoho-analytics-used-for) - 2 comments
- [What is the use of Zoho?](https://www.g2.com/discussions/what-is-the-use-of-zoho) - 1 comment
- [Is Zoho Analytics free?](https://www.g2.com/discussions/is-zoho-analytics-free) - 1 comment
- [How does Zoho Analytics work?](https://www.g2.com/discussions/how-does-zoho-analytics-work)
- [What are the features of Zoho?](https://www.g2.com/discussions/zoho-analytics-what-are-the-features-of-zoho) - 1 comment

### [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:** [www.linkedin.com](https://www.g2.com/external_clickthroughs/record?secure%5Bsource_type%5D=product_profile&secure%5Btoken%5D=94418dbc300e8479fc3f8566a1b23e8156a6f27eaab8dead6f485ada856cfd18&secure%5Burl%5D=https%3A%2F%2Fwww.linkedin.com%2Fcompany%2F6460313%2F&secure%5Burl_type%5D=linkedin_company_website)  
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% Medium, 34% Small

#### 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

### [Bold BI](https://www.g2.com/products/bold-bi/reviews)

Bold BI® by Syncfusion® is a modern, flexible analytics platform that empowers everyone—from business users to developers—to turn raw data into meaningful insights, fast. Whether you're embedding analytics into your application or building dashboards from scratch, Bold BI makes it easy to deliver powerful, interactive data experiences without compromising on performance or security. With an intuitive no-code, drag-and-drop interface, even non-technical users can create stunning dashboards in minutes. Meanwhile, developers enjoy deep customization through robust APIs, SDKs, and white-labeling options, making it simple to integrate analytics seamlessly into any application. With support for 130+ data sources, including Microsoft SQL Server, Azure SQL Data Warehouse, Oracle, REST APIs, Bold Datahub, and more, Bold BI offers unmatched data flexibility and connectivity. Designed for secure, scalable deployments, the platform’s multi-tenant architecture and enterprise-grade security features single sign-on (SSO) via OAuth2 and OpenID and role-based access control to ensure data protection and simplified user management. Real-time dashboard sharing, scheduled alerts, and export options make collaboration effortless, helping teams stay aligned and make faster, data-driven decisions. Backed by Syncfusion, Bold BI offers end-to-end expert support, ideal for organizations looking to scale their analytics. Customers benefit from 24/5 assistance through free scheduled support calls, live chat, and email—from onboarding to full implementation. NOTE: Older reviews may reference the historical product name, "Syncfusion Dashboard Platform."

**Average Rating:** 4.4/5.0

**Total Reviews:** 88

#### How Do G2 Users Rate Bold BI?

- **Has the product been a good partner in doing business?:** 8.9/10 (Category avg: 8.9/10)
- **Steps to Answer:** 7.9/10 (Category avg: 8.3/10)
- **Reports Interface:** 8.4/10 (Category avg: 8.7/10)
- **Calculated Fields:** 8.3/10 (Category avg: 8.5/10)

#### Who Is the Company Behind Bold BI?

- **Seller:** [Syncfusion](https://www.g2.com/sellers/syncfusion)
- **Company Website:** www.syncfusion.com
- **Year Founded:** 2001
- **HQ Location:** Morrisville, North Carolina
- **Twitter:** @Syncfusion  
11,907 Twitter followers
- **LinkedIn® Page:** [www.linkedin.com](https://www.g2.com/external_clickthroughs/record?secure%5Bsource_type%5D=product_profile&secure%5Btoken%5D=819bbd3d7046da28d101a1e5cf5794e766a9f74c4edf4d097116f83e77cc93b3&secure%5Burl%5D=https%3A%2F%2Fwww.linkedin.com%2Fcompany%2F123064%2F&secure%5Burl_type%5D=linkedin_company_website)  
2,658 employees on LinkedIn®

#### Who Uses This Product?

- **Top Industries:** Computer Software, Information Technology and Services
- **Company Size:** 51% Small, 32% Medium

#### What Do G2 Reviewers Say About Bold BI?

_AI-generated summary from verified user reviews_

##### Pros

- Users value the **exceptional customer support** from Bold BI, noting prompt responses and authoritative guidance during setup and usage.
- Users appreciate the **ease of use** of Bold BI, highlighting its intuitive design and seamless integration capabilities.
- Users value the **easy integration** with various data sources and platforms, enhancing their analytics experience significantly.
- Users enjoy the **drag-and-drop dashboard customization** of Bold BI, enabling quick creation of impressive, user-friendly dashboards.
- Users value the **seamless embedding capabilities** of Bold BI, enabling quick integration of analytics into their applications.

##### Cons

- Users report encountering **numerous bugs** in Bold BI, especially after updates, impacting overall stability and functionality.
- Users face a **steep learning curve** with Bold BI, necessitating technical knowledge for advanced configurations and setup.
- Users face a **difficult setup** process for Bold BI initially, requiring tutorials and technical knowledge for customization.
- Users often face **software bugs** in Bold BI, particularly during version updates and with Docker and Kubernetes compatibility.
- Users find **dashboard issues** with Bold BI, including setup time, complex configurations, and performance with intricate designs.

#### What Are Recent G2 Reviews of Bold BI?

**["Simple, Powerful, and Works Well"](https://www.g2.com/survey_responses/bold-bi-review-10818671)**

**Rating:** 5.0/5.0 stars

_— muhdin m._

[Read full review](https://www.g2.com/survey_responses/bold-bi-review-10818671)

**["Powerful, Flexible Analytics Platform with Intuitive Design and Excellent Support"](https://www.g2.com/survey_responses/bold-bi-review-12016141)**

**Rating:** 5.0/5.0 stars

_— Mohamed zulfadli A._

[Read full review](https://www.g2.com/survey_responses/bold-bi-review-12016141)

#### What Are G2 Users Discussing About Bold BI?

- [What is Bold BI used for?](https://www.g2.com/discussions/what-is-bold-bi-used-for)
- [What are Microsoft BI tools?](https://www.g2.com/discussions/what-are-microsoft-bi-tools)
- [What are examples of BI tools?](https://www.g2.com/discussions/bold-bi-what-are-examples-of-bi-tools)
- [What is the most popular BI tool?](https://www.g2.com/discussions/what-is-the-most-popular-bi-tool)
- [What is bold bi?](https://www.g2.com/discussions/what-is-bold-bi)

### [Luzmo](https://www.g2.com/products/luzmo/reviews)

Luzmo helps businesses embed data products hassle-free, empowering their users with fast, confident decisions in record time.

**Average Rating:** 4.6/5.0

**Total Reviews:** 70

#### How Do G2 Users Rate Luzmo?

- **Has the product been a good partner in doing business?:** 9.4/10 (Category avg: 8.9/10)
- **Steps to Answer:** 8.2/10 (Category avg: 8.3/10)
- **Reports Interface:** 8.8/10 (Category avg: 8.7/10)
- **Calculated Fields:** 8.1/10 (Category avg: 8.5/10)

#### Who Is the Company Behind Luzmo?

- **Seller:** [Luzmo NV](https://www.g2.com/sellers/luzmo-nv)
- **Year Founded:** 2015
- **HQ Location:** Brooklyn, US
- **Twitter:** @luzmo\_official  
895 Twitter followers
- **LinkedIn® Page:** [www.linkedin.com](https://www.g2.com/external_clickthroughs/record?secure%5Bsource_type%5D=product_profile&secure%5Btoken%5D=d225d4544e9582bc94836bf9a260ea1afd86c53d8d59f73f4504786a1521c939&secure%5Burl%5D=https%3A%2F%2Fwww.linkedin.com%2Fcompany%2F10198259%2F&secure%5Burl_type%5D=linkedin_company_website)  
50 employees on LinkedIn®

#### Who Uses This Product?

- **Who Uses This:** CEO
- **Top Industries:** Computer Software, Information Technology and Services
- **Company Size:** 59% Small, 32% Medium

#### What Do G2 Reviewers Say About Luzmo?

_AI-generated summary from verified user reviews_

##### Pros

- Users appreciate the **intuitive ease of use** of Luzmo, enabling quick adoption and fast dashboard creation.
- Users are impressed by Luzmo's **embedding features** , enabling quick insights and seamless integration into their SaaS applications.
- Users value the **customization features** of Luzmo, enabling tailored applications and efficient management across diverse client environments.
- Users commend Luzmo for its **intuitive interface and rapid deployment** , enabling quick insights and analytics integration.
- Users praise the **easy setup** of Luzmo, enabling swift adoption and fast deployment of analytics tools.

##### Cons

- Users find Luzmo's **complexity challenging** , with setup difficulties and limited querying capabilities hindering efficiency.
- Users are disappointed by Luzmo's **limited options** for complex queries and insufficient chart functionality.
- Users note **performance issues** with large datasets and lag in the interface, affecting overall workflow experience.
- Users experience **table limitations** with Luzmo, hindering complex queries and causing challenges with data handling.
- Users experience **performance and sync issues** with Luzmo, especially when handling larger datasets, impacting usability.

#### What Are Recent G2 Reviews of Luzmo?

**["Powerful Embedded BI with Proactive Support Addressing Performance at Scale"](https://www.g2.com/survey_responses/luzmo-review-12246440)**

**Rating:** 4.5/5.0 stars

_— Verified User in Logistics and Supply Chain_

[Read full review](https://www.g2.com/survey_responses/luzmo-review-12246440)

**["Fast, Beautiful Dashboards and Effortless Embedding"](https://www.g2.com/survey_responses/luzmo-review-11991075)**

**Rating:** 4.5/5.0 stars

_— Shanti B._

[Read full review](https://www.g2.com/survey_responses/luzmo-review-11991075)

#### What Are G2 Users Discussing About Luzmo?

- [What is Cumul.io used for?](https://www.g2.com/discussions/what-is-cumul-io-used-for)

### [Reveal](https://www.g2.com/products/reveal-2022-05-24/reviews)

Reveal is a True SDK embedded analytics and business intelligence (BI) platform designed to be integrated natively into existing applications. Unlike iFrame-based or bolt-on BI tools, Reveal is purpose-built for embedding — delivering full analytical functionality inside any app with complete control over UX, branding, and architecture, and no separate licensing, infrastructure overhead, or complex setup. What Reveal does: Reveal enables software teams to add robust analytics and interactive dashboards to their products through a True SDK — meaning analytics run as a native part of your application, not an embedded webpage. End users get a self-service BI experience — including drag-and-drop dashboard creation, conversational AI analytics, data blending, drill-down, predictive analysis, dashboard linking, calculated fields, statistical functions, and interactive chart filtering — all within the host application. Platform and technology support: Reveal integrates with virtually any tech stack via native SDKs for: - Back-end frameworks: .NET Core, Java, Node.js - Front-end frameworks: React, Angular, Vue.js, Blazor, Web Components, jQuery, MVC - Java frameworks: Spring, Tomcat, Apache - Cloud providers: All major providers fully supported - Deployment options: Cloud, private cloud, on-premises, and air-gapped environments - Server operating systems: Windows, Linux, macOS Who it's for: Product and engineering teams building SaaS applications, enterprise software, or internal tools who need to embed analytics natively — without iFrames, redirects, or forcing users into a separate BI platform.

**Average Rating:** 4.6/5.0

**Total Reviews:** 59

#### How Do G2 Users Rate Reveal?

- **Has the product been a good partner in doing business?:** 9.6/10 (Category avg: 8.9/10)
- **Steps to Answer:** 8.7/10 (Category avg: 8.3/10)
- **Reports Interface:** 9.3/10 (Category avg: 8.7/10)
- **Calculated Fields:** 8.9/10 (Category avg: 8.5/10)

#### Who Is the Company Behind Reveal?

- **Seller:** [Infragistics](https://www.g2.com/sellers/infragistics)
- **Company Website:** www.infragistics.com
- **Year Founded:** 1989
- **HQ Location:** Cranbury, NJ
- **Twitter:** @infragistics  
36,861 Twitter followers
- **LinkedIn® Page:** [www.linkedin.com](https://www.g2.com/external_clickthroughs/record?secure%5Bsource_type%5D=product_profile&secure%5Btoken%5D=c2809c8bbed8769da1ef9f9ed90d00489a04aded2b61f06fd445132137fc4794&secure%5Burl%5D=https%3A%2F%2Fwww.linkedin.com%2Fcompany%2F16069%2F&secure%5Burl_type%5D=linkedin_company_website)  
188 employees on LinkedIn®

#### Who Uses This Product?

- **Top Industries:** Computer Software, Information Technology and Services
- **Company Size:** 53% Small, 27% Medium

#### What Do G2 Reviewers Say About Reveal?

_AI-generated summary from verified user reviews_

##### Pros

- Users love the **white-label analytics** of Reveal, enabling seamless integration and enhanced user experiences without developer dependence.
- Users value the **flat-rate pricing** of Reveal, ensuring consistent costs despite significant usage increases.
- Users commend **business improvement** through Reveal's advanced brand control and self-service analytics, enhancing adoption and reducing developer workload.
- Users value the **seamless embedding** of Reveal, ensuring high performance even in regulated environments.
- Users praise the **fast and effective support** from Reveal, ensuring smooth functionality even with large data sets.

##### Cons

- Users find the **difficult setup** of Reveal requires extensive developer involvement, complicating integration and implementation.
- Users find the **initial difficulty** in learning the SDK challenging, requiring significant testing and adjustments to customize effectively.
- Users find the **learning curve steep** with Reveal's SDK, requiring testing and inquiries for advanced features.
- Users experience **software bugs** with new features, which, although fixed quickly, affect usability during updates.
- Users find **customization difficult** , as mastering the SDK requires significant time and testing for desired results.

#### What Are Recent G2 Reviews of Reveal?

**["Seamless integration that saves money and time"](https://www.g2.com/survey_responses/reveal-review-11758309)**

**Rating:** 5.0/5.0 stars

_— Tatiana R._

[Read full review](https://www.g2.com/survey_responses/reveal-review-11758309)

**["Seamless On-Premise Solution That Puts You in Control"](https://www.g2.com/survey_responses/reveal-review-12109831)**

**Rating:** 4.0/5.0 stars

_— Christopher W._

[Read full review](https://www.g2.com/survey_responses/reveal-review-12109831)

### [datapine](https://www.g2.com/products/rib-software-datapine/reviews)

datapine is a business intelligence & dashboarding platform that is focused on self-service, but also offers advanced analytics features such as predictive analytics or intelligent data alerts based on artificial intelligence and machine learning. With a few clicks, datapine integrates dozens of data sources such as databases, flat files, marketing analytics, social media data, CRM, and ERP data as well as helpdesk data. Thanks to an intuitive user interface, users of all skill levels can visualize and make sense of complex data by asking important questions and receiving answers immediately. The core of the product are dynamic, interactive business dashboards, that help to share insights within the organization effectively. datapine enables managers to data scientists to explore, visualize, analyze and report data in one central analytics platform and empowers modern, KPI driven businesses to grow further. datapine is a RIB Software GmbH solution.

**Average Rating:** 4.6/5.0

**Total Reviews:** 26

#### How Do G2 Users Rate datapine?

- **Has the product been a good partner in doing business?:** 8.8/10 (Category avg: 8.9/10)
- **Steps to Answer:** 10.0/10 (Category avg: 8.3/10)
- **Reports Interface:** 10.0/10 (Category avg: 8.7/10)
- **Calculated Fields:** 10.0/10 (Category avg: 8.5/10)

#### Who Is the Company Behind datapine?

- **Seller:** [RIB Software](https://www.g2.com/sellers/rib-software)
- **Year Founded:** 1961
- **HQ Location:** Stuttgart, DE
- **Twitter:** @RIB\_Global  
1,214 Twitter followers
- **LinkedIn® Page:** [www.linkedin.com](https://www.g2.com/external_clickthroughs/record?secure%5Bsource_type%5D=product_profile&secure%5Btoken%5D=8179bca752e6e793d16419635048c00482de304bcea9b867ee66c8c56ea51cf0&secure%5Burl%5D=https%3A%2F%2Fwww.linkedin.com%2Fcompany%2Frib-software%2F&secure%5Burl_type%5D=linkedin_company_website)  
1,556 employees on LinkedIn®
- **Ownership:** ETR:RIB

#### Who Uses This Product?

- **Company Size:** 50% Medium, 42% Small

#### What Are Recent G2 Reviews of datapine?

**["All in one BI tool with powerful features"](https://www.g2.com/survey_responses/datapine-review-5112205)**

**Rating:** 5.0/5.0 stars

_— Verified User in Retail_

[Read full review](https://www.g2.com/survey_responses/datapine-review-5112205)

**["Great predictive analytics features for budgeting"](https://www.g2.com/survey_responses/datapine-review-7521266)**

**Rating:** 5.0/5.0 stars

_— Verified User in Consumer Services_

[Read full review](https://www.g2.com/survey_responses/datapine-review-7521266)

### [The m-Power Development Platform](https://www.g2.com/products/the-m-power-development-platform/reviews)

m-Power is an enterprise low-code platform built to eliminate the common low-code drawbacks. Most low-code tools promise development speed, but they come with trade-offs: hidden fees, user limits, vendor lock-in, forced cloud hosting, and roadblocks the moment you need real customization. m-Power is different. What Makes m-Power Different? Like other low-code tools, m-Power lets your existing team build all types of web applications without specialized skills. Here's where it breaks from the pack: Perpetual Licensing (Yes, Really): m-Power is one of the few remaining low-code platforms that still offers a true perpetual license. Buy it once, own it forever. No rising subscription fees or per-user fees. Self-Hosted, On Your Infrastructure: Run m-Power on-premise or in your own cloud, always over your existing databases. Your data never leaves your environment. No forced migration or vendor sitting between you and your systems. Open Architecture, Full Customization: m-Power is built on open architecture and designed for limitless customization. Extend, modify, and maintain applications inside or outside the platform, with no vendor lock-in. Unlimited Users, Apps, and Data: Grow without restrictions. No costly user tiers, app caps, or data limits to plan around. Enterprise-Grade Output: m-Power generates production-ready, secure, scalable applications that integrate cleanly with the systems you already run. Expert Support and Services: Our support desk is staffed by m-Power experts, not entry-level techs. They'll answer any question, and can even step in to help you deliver projects faster. Need more? Our consulting team delivers turn-key solutions end to end.

**Average Rating:** 4.7/5.0

**Total Reviews:** 30

#### How Do G2 Users Rate The m-Power Development Platform?

- **Has the product been a good partner in doing business?:** 9.8/10 (Category avg: 8.9/10)
- **Steps to Answer:** 9.0/10 (Category avg: 8.3/10)
- **Reports Interface:** 8.7/10 (Category avg: 8.7/10)
- **Calculated Fields:** 8.9/10 (Category avg: 8.5/10)

#### Who Is the Company Behind The m-Power Development Platform?

- **Seller:** [mrc](https://www.g2.com/sellers/mrc)
- **Year Founded:** 1981
- **HQ Location:** Oak Brook, Illinois
- **Twitter:** @mrcproductivity  
312 Twitter followers
- **LinkedIn® Page:** [www.linkedin.com](https://www.g2.com/external_clickthroughs/record?secure%5Bsource_type%5D=product_profile&secure%5Btoken%5D=cabc86be9c609f4f9ac7a70be7a2e1d0edb225a52761c0fe494e4ccba203f784&secure%5Burl%5D=https%3A%2F%2Fwww.linkedin.com%2Fcompany%2F810430%2F&secure%5Burl_type%5D=linkedin_company_website)  
8 employees on LinkedIn®

#### Who Uses This Product?

- **Company Size:** 70% Medium, 20% Large

#### What Do G2 Reviewers Say About The m-Power Development Platform?

_AI-generated summary from verified user reviews_

##### Pros

- Users value the **responsive support and flexibility** of m-Power for effective client management solutions.
- Users praise the **responsive customer support** of m-Power, appreciating the team's helpful and insightful guidance.
- Users find the **ease of learning** with m-Power's template system makes migration and report creation efficient and intuitive.
- Users find the **ease of use** of m-Power invaluable for quick migrations and building custom solutions effortlessly.
- Users find the **easy creation** of reports and applications with m-Power incredibly efficient and straightforward to use.

##### Cons

- Users find **difficult navigation** due to modifications being hard to track, leading to potential misplacement of widgets.
- Users note a **slight learning curve** for advanced features, which may challenge those with limited technical experience.
- Users note a **slight learning curve** for advanced features, which may challenge those without a technical background.
- Users note **limited customization** can lead to confusion and accidental modifications, impacting their overall experience.
- Users experience **poor interface design** , leading to confusion and unintentional modifications when using the m-Power Development Platform.

#### What Are Recent G2 Reviews of The m-Power Development Platform?

**["From Reporting Dispair to Migration Bliss with m-Power"](https://www.g2.com/survey_responses/the-m-power-development-platform-review-11644077)**

**Rating:** 5.0/5.0 stars

_— Verified User in Retail_

[Read full review](https://www.g2.com/survey_responses/the-m-power-development-platform-review-11644077)

**["Fast, Easy Report Development and Retrieval"](https://www.g2.com/survey_responses/the-m-power-development-platform-review-12734823)**

**Rating:** 4.5/5.0 stars

_— Jeffrey A._

[Read full review](https://www.g2.com/survey_responses/the-m-power-development-platform-review-12734823)

#### What Are G2 Users Discussing About The m-Power Development Platform?

- [What is the best development platform?](https://www.g2.com/discussions/what-is-the-best-development-platform)
- [How much does m-Power cost?](https://www.g2.com/discussions/how-much-does-m-power-cost)
- [What is M-Power software?](https://www.g2.com/discussions/what-is-m-power-software)

### [Toucan](https://www.g2.com/products/toucan/reviews)

Toucan is an AI-embedded analytics platform designed to assist independent software vendors (ISVs) and SaaS companies in integrating advanced analytics features directly into their products, eliminating the need for building these capabilities from the ground up. This platform is tailored specifically for customer-facing applications, meaning that the end users are the clients of these companies rather than internal analysts. By enabling product and operations teams to configure and deploy analytics features independently, Toucan streamlines the development process and reduces reliance on data engineering resources. The target audience for Toucan primarily includes ISVs and SaaS companies across various industries, such as fintech, HR tech, and marketing technology. These organizations often seek to enhance their product offerings with sophisticated analytics capabilities that provide value to their users. With Toucan, product teams can quickly implement features that allow end users to interact with data in meaningful ways. This is particularly beneficial for companies looking to differentiate themselves in competitive markets by offering robust analytics without the lengthy development cycles typically associated with such features. Toucan's key capabilities include conversational AI analytics, which empowers end users to pose questions in natural language and receive instant data visualizations. This feature is anchored in a governed semantic layer, ensuring that the insights provided are consistent and reliable. Additionally, the platform offers automatic dashboard generation through AI, allowing users to customize layouts, colors, and metrics without requiring technical expertise. The white-label, multi-tenant embedding options ensure that analytics seamlessly integrate into existing products, creating a native experience for users. Security and compliance are paramount in today's data-driven landscape, and Toucan addresses these concerns with row-level security and granular permissions. This ensures that each end user only accesses their specific data, making it suitable for regulated industries where data privacy is critical. Furthermore, Toucan supports connections to modern data infrastructures, such as PostgreSQL, MySQL, and AWS Redshift, and offers both SaaS and self-hosted deployment options to meet various organizational needs. The platform's no-code builder is a standout feature, enabling product and operations teams to create, edit, and publish dashboards without any coding knowledge. This capability significantly reduces dashboard development time—by up to two-thirds compared to traditional in-house builds—allowing ISVs to launch reporting modules in days instead of months. By embedding analytics as a premium feature, organizations can also create new revenue streams, enhancing their overall product value while minimizing additional development overhead. With over 350 clients already leveraging its capabilities, Toucan is positioned as a powerful solution for companies looking to enhance their analytics offerings.

**Average Rating:** 4.7/5.0

**Total Reviews:** 179

#### How Do G2 Users Rate Toucan?

- **Has the product been a good partner in doing business?:** 9.4/10 (Category avg: 8.9/10)
- **Steps to Answer:** 8.5/10 (Category avg: 8.3/10)
- **Reports Interface:** 8.7/10 (Category avg: 8.7/10)
- **Calculated Fields:** 8.5/10 (Category avg: 8.5/10)

#### Who Is the Company Behind Toucan?

- **Seller:** [Toucan Toco](https://www.g2.com/sellers/toucan-toco)
- **Year Founded:** 2015
- **HQ Location:** Boston, Massachusetts
- **Twitter:** @Toucan\_Toco  
2,402 Twitter followers
- **LinkedIn® Page:** [www.linkedin.com](https://www.g2.com/external_clickthroughs/record?secure%5Bsource_type%5D=product_profile&secure%5Btoken%5D=651fc0c2986af5f252328b3c75b69e617a4b2297eed2d704932c8b10a3b9c5b2&secure%5Burl%5D=https%3A%2F%2Fwww.linkedin.com%2Fcompany%2F3661933%2F&secure%5Burl_type%5D=linkedin_company_website)  
76 employees on LinkedIn®

#### Who Uses This Product?

- **Who Uses This:** Data Analyst
- **Top Industries:** Computer Software, Banking
- **Company Size:** 43% Small, 30% Medium

#### What Do G2 Reviewers Say About Toucan?

_AI-generated summary from verified user reviews_

##### Pros

- Users value the **ease of use** of Toucan, praising its intuitive interface and seamless integration capabilities.
- Users benefit from **easy integrations** with various data sources, enhancing their analytical capabilities seamlessly.
- Users appreciate the **intuitive data visualizations** of Toucan, making it easy for everyone to create insights effortlessly.
- Users value the **seamless integrations** of Toucan, effectively connecting diverse data sources for insightful dashboard creations.
- Users appreciate the **no-code dashboard creation** in Toucan, enhancing accessibility and integration capabilities for effective data visualization.

##### Cons

- Users find the **UI complexity** of Toucan challenging, especially for new users trying to navigate the tool.
- Users often find the **complex usage** of Toucan challenging, especially when trying to navigate its features independently.
- Users find the **learning curve steep** for Toucan, citing navigation difficulties and the complex UI for newcomers.
- Users note the **limited customization** options in Toucan, which sometimes restrict their desired data presentation flexibility.
- Users face **occasional bugs** in Toucan that lead to higher maintenance costs and additional learning for technical development.

#### What Are Recent G2 Reviews of Toucan?

**["The game-changer to turn our data into actionable insights"](https://www.g2.com/survey_responses/toucan-review-10931373)**

**Rating:** 5.0/5.0 stars

_— Robin C._

[Read full review](https://www.g2.com/survey_responses/toucan-review-10931373)

**["An Amazing Tool For Embedded Business Intelligence"](https://www.g2.com/survey_responses/toucan-review-12302095)**

**Rating:** 4.5/5.0 stars

_— Felice C._

[Read full review](https://www.g2.com/survey_responses/toucan-review-12302095)

#### What Are G2 Users Discussing About Toucan?

- [What is Toucan used for?](https://www.g2.com/discussions/what-is-toucan-used-for)

### [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:** [www.linkedin.com](https://www.g2.com/external_clickthroughs/record?secure%5Bsource_type%5D=product_profile&secure%5Btoken%5D=3be0d9aafcf11a5779287e5805d5fa06e4f5684f93b64bb576a5bd9f7cf1adf3&secure%5Burl%5D=https%3A%2F%2Fwww.linkedin.com%2Fcompany%2F3307518%2F&secure%5Burl_type%5D=linkedin_company_website)  
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% Medium, 29% Large

#### 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)

### [Oracle Netsuite Analytics](https://www.g2.com/products/oracle-netsuite-analytics/reviews)

Oracle NetSuite Analytics is a comprehensive, cloud-based business intelligence solution designed to provide real-time visibility into an organization's operational and financial performance. By consolidating data from NetSuite and various third-party sources, it enables businesses to generate actionable insights, streamline decision-making processes, and drive growth. The platform's embedded AI and machine learning capabilities facilitate the discovery of trends, anomalies, and forecasts, enhancing overall business intelligence. Key Features and Functionality: - Embedded AI Intelligence: Utilizes AI features such as Auto-Insights and prebuilt AI models to boost data visibility and uncover patterns in financial and operational data. - Data Consolidation: Centralizes data from NetSuite and other business systems, including CSV files, to provide a unified view of business performance. - Data Visualization and Storytelling: Offers over forty visualization options to convert data into meaningful insights, allowing users to identify trends and anomalies effectively. - Prebuilt Analytics Content: Provides a collection of analytics content, including example visualizations and data snapshots, to facilitate quick and efficient reporting. - Artificial Intelligence Capabilities: Features statistical analysis, auto-generated insights, predictive analytics, and customizable analytics to enhance decision-making processes. Primary Value and Solutions Provided: Oracle NetSuite Analytics addresses several critical business challenges: - Spreadsheet Dependency: By centralizing data in a cloud data warehouse, it reduces reliance on manual spreadsheets, minimizing errors and saving time. - Speed and Accuracy of Reporting: Automates data analysis with AI/ML capabilities, enabling rapid identification of data patterns and more informed decision-making. - High IT Costs: Offers a prebuilt, autonomous cloud data warehouse and AI analytics solution, reducing the costs associated with self-managed integrations and redundant BI tools. - Historical Data Access: Migrates historical, siloed data into the cloud data warehouse, providing an uninterrupted view of multi-year trends for comprehensive analysis. By leveraging Oracle NetSuite Analytics, organizations can enhance their data management practices, gain deeper insights into their operations, and make data-driven decisions that drive efficiency and growth.

**Average Rating:** 4.3/5.0

**Total Reviews:** 36

#### How Do G2 Users Rate Oracle Netsuite Analytics?

- **Has the product been a good partner in doing business?:** 8.9/10 (Category avg: 8.9/10)
- **Steps to Answer:** 8.2/10 (Category avg: 8.3/10)
- **Reports Interface:** 8.7/10 (Category avg: 8.7/10)
- **Calculated Fields:** 8.4/10 (Category avg: 8.5/10)

#### Who Is the Company Behind Oracle Netsuite Analytics?

- **Seller:** [Oracle](https://www.g2.com/sellers/oracle)
- **Year Founded:** 1977
- **HQ Location:** Austin, TX
- **Twitter:** @Oracle  
827,997 Twitter followers
- **LinkedIn® Page:** [www.linkedin.com](https://www.g2.com/external_clickthroughs/record?secure%5Bsource_type%5D=product_profile&secure%5Btoken%5D=a14fcbcd818b49d781453c19628a9479a70cc1e8e335e54c876392ab5f543da3&secure%5Burl%5D=https%3A%2F%2Fwww.linkedin.com%2Fcompany%2F1028%2F&secure%5Burl_type%5D=linkedin_company_website)  
208,078 employees on LinkedIn®
- **Ownership:** NYSE:ORCL

#### Who Uses This Product?

- **Top Industries:** Information Technology and Services
- **Company Size:** 56% Medium, 25% Small

#### What Do G2 Reviewers Say About Oracle Netsuite Analytics?

_AI-generated summary from verified user reviews_

##### Pros

- Users praise the **ease of use** in locating and processing orders efficiently within Oracle Netsuite Analytics.

##### Cons

- Users experience **limited free access** to support, making issue resolution frustrating and challenging for a seamless experience.
- Users criticize the **poor management** of Oracle Netsuite Analytics, citing inadequate support and implementation challenges.

#### What Are Recent G2 Reviews of Oracle Netsuite Analytics?

**["Easy NetSuite Connectivity with Pre-Built Models and Embedded AI"](https://www.g2.com/survey_responses/oracle-netsuite-analytics-review-12583865)**

**Rating:** 4.5/5.0 stars

_— Jose B._

[Read full review](https://www.g2.com/survey_responses/oracle-netsuite-analytics-review-12583865)

**["Oracle Netsuite Analytics: Fast, Accurate Reporting That Speeds Up Decisions"](https://www.g2.com/survey_responses/oracle-netsuite-analytics-review-12723718)**

**Rating:** 4.5/5.0 stars

_— Jithin G._

[Read full review](https://www.g2.com/survey_responses/oracle-netsuite-analytics-review-12723718)

### [Bold Reports](https://www.g2.com/products/bold-reports/reviews)

Bold Reports® by Syncfusion® is a modern self-service and embedded reporting solution that empowers organizations to design, manage, and deliver pixel-perfect, paginated reports with ease. It supports both RDL and RDLC formats, offering full compatibility and flexibility for enterprise reporting needs. With support for embedding in over 10 application platforms, including JavaScript, Angular, React, Blazor, and ASP.NET Core, Bold Reports seamlessly integrates into any tech stack. Bold Reports serves a wide range of users—from individual developers and small teams to large enterprises and government organizations—offering scalable solutions with export options that include PDF, Excel, Word, PowerPoint, and HTML. With an intuitive, WYSIWYG, drag-and-drop Report Designer, users of all skill levels can create interactive, rich reports using a wide array of 40+ report items: charts, tables, matrices, gauges, maps, barcodes, sparklines, and more. It supports over 30 data connectors, including SQL databases, Excel files, REST APIs, cloud services, and the Bold Data Hub for centralized data management. Backed by the end-to-end expert support of Syncfusion®, Bold Reports is ideal for organizations looking to scale their reporting with speed and intelligence. Customers benefit from 24/5 assistance from onboarding to full implementation through free, scheduled support calls, live chat, and email. Note: Older reviews may reference the product’s previous name, “Syncfusion® Report Platform.”

**Average Rating:** 4.1/5.0

**Total Reviews:** 57

#### How Do G2 Users Rate Bold Reports?

- **Has the product been a good partner in doing business?:** 8.7/10 (Category avg: 8.9/10)
- **Steps to Answer:** 7.5/10 (Category avg: 8.3/10)
- **Reports Interface:** 8.3/10 (Category avg: 8.7/10)
- **Calculated Fields:** 8.2/10 (Category avg: 8.5/10)

#### Who Is the Company Behind Bold Reports?

- **Seller:** [Syncfusion](https://www.g2.com/sellers/syncfusion)
- **Company Website:** www.syncfusion.com
- **Year Founded:** 2001
- **HQ Location:** Morrisville, North Carolina
- **Twitter:** @Syncfusion  
11,907 Twitter followers
- **LinkedIn® Page:** [www.linkedin.com](https://www.g2.com/external_clickthroughs/record?secure%5Bsource_type%5D=product_profile&secure%5Btoken%5D=819bbd3d7046da28d101a1e5cf5794e766a9f74c4edf4d097116f83e77cc93b3&secure%5Burl%5D=https%3A%2F%2Fwww.linkedin.com%2Fcompany%2F123064%2F&secure%5Burl_type%5D=linkedin_company_website)  
2,658 employees on LinkedIn®

#### Who Uses This Product?

- **Top Industries:** Computer Software, Information Technology and Services
- **Company Size:** 57% Small, 33% Medium

#### What Do G2 Reviewers Say About Bold Reports?

_AI-generated summary from verified user reviews_

##### Pros

- Users value the **ease of use** of Bold Reports, appreciating its intuitive design and seamless integration capabilities.
- Users praise the **excellent customer support** from Bold Reports, ensuring prompt assistance with any issues encountered.
- Users value the **easy integrations** of Bold Reports, enhancing flexibility and streamlining report creation with various applications.
- Users enjoy the **robust report generation capabilities** of Bold Reports, enhancing flexibility and usability in applications.
- Users praise the **seamless integration** of Bold Reports, enhancing flexibility and ease within their applications.

##### Cons

- Users find the **learning difficulty** challenging, with a steep curve and complicated setup processes at first.
- Users find the **slow performance** of Bold Reports frustrating, especially with large reports and interface challenges.
- Users report **issues with the report generation and documentation** , causing complications and slowing down development.
- Users often face **bugs and glitches** with Bold Reports, impacting functionality and the overall experience.
- Users find the **setup process for Bold Reports to be convoluted** , making initial use challenging and frustrating.

#### What Are Recent G2 Reviews of Bold Reports?

**["Bold Reports Streamlined Our Reporting with Flexible Design and Automation"](https://www.g2.com/survey_responses/bold-reports-review-13161419)**

**Rating:** 5.0/5.0 stars

_— Jonathan K._

[Read full review](https://www.g2.com/survey_responses/bold-reports-review-13161419)

**["Fast, Flexible & Fantastic Value!"](https://www.g2.com/survey_responses/bold-reports-review-12761102)**

**Rating:** 5.0/5.0 stars

_— Matthew R._

[Read full review](https://www.g2.com/survey_responses/bold-reports-review-12761102)

#### What Are G2 Users Discussing About Bold Reports?

- [What is Bold Reports used for?](https://www.g2.com/discussions/what-is-bold-reports-used-for) - 1 comment

### [Qlik Sense](https://www.g2.com/products/qlik-sense/reviews)

Qlik Sense empowers people to make better data-driven decisions and take action. The solution provides augmented analytics for every business need from visualization and dashboards to natural language analytics, custom and embedded analytics, reporting and alerting. Our unique associative technology enhances human intuition with AI-powered insights, offering unmatched capabilities for combining data and exploring information. It indexes the associations in your data, and exposes related and unrelated values as you click, revealing hidden insights that would be missed by query-based tools. And it performs calculations as fast as you can think. Qlik Sense helps users move from passive to active analytics for real-time collaboration and action. And you get robust data integration, application automation and the convenience of SaaS with hybrid multi-cloud capabilities. See why we’ve been named a Gartner Magic Quadrant Leader for Analytics and BI platforms for 11 years in a row. Visit us at [https://www.qlik.com/us/](-%09https://www.qlik.com/us/products/qlik-sense?utm_medium=referral&utm_source=G2&utm_team=DIG&utm_term=QlikSense&utm_mpt_id=CKMP5D)

**Average Rating:** 4.4/5.0

**Total Reviews:** 763

#### How Do G2 Users Rate Qlik Sense?

- **Has the product been a good partner in doing business?:** 8.5/10 (Category avg: 8.9/10)
- **Steps to Answer:** 8.3/10 (Category avg: 8.3/10)
- **Reports Interface:** 8.3/10 (Category avg: 8.7/10)
- **Calculated Fields:** 8.4/10 (Category avg: 8.5/10)

#### Who Is the Company Behind Qlik Sense?

- **Seller:** [Qlik](https://www.g2.com/sellers/qlik)
- **Year Founded:** 1993
- **HQ Location:** Radnor, PA
- **Twitter:** @qlik  
64,130 Twitter followers
- **LinkedIn® Page:** [www.linkedin.com](https://www.g2.com/external_clickthroughs/record?secure%5Bsource_type%5D=product_profile&secure%5Btoken%5D=cd147c14c7daf80e08bf113d2cae24ca3693e49a87c147350c31e8b0961c7297&secure%5Burl%5D=https%3A%2F%2Fwww.linkedin.com%2Fcompany%2F10162%2F&secure%5Burl_type%5D=linkedin_company_website)  
4,551 employees on LinkedIn®
- **Phone:** 1 (888) 994-9854

#### Who Uses This Product?

- **Who Uses This:** Consultant, Analyst
- **Top Industries:** Information Technology and Services, Computer Software
- **Company Size:** 41% Large, 41% Medium

#### What Do G2 Reviewers Say About Qlik Sense?

_AI-generated summary from verified user reviews_

##### Pros

- Users commend the **ease of use** of Qlik Sense, appreciating its user-friendly interface and seamless data integration.
- Users value the **robust data visualization capabilities** in Qlik Sense, enhancing insight generation from diverse data sources.
- Users value the **rapid development capabilities** of Qlik Sense, enabling quick creation of insightful analytics applications.
- Users value the **robust data visualization capabilities** of Qlik Sense, enhancing insights and facilitating data integration effortlessly.
- Users praise the **versatile tools** of Qlik Sense, enabling effective data integration and insightful analytics at all levels.

##### Cons

- Users note the **limited features** of Qlik Sense, particularly regarding custom visuals and dashboard development ease.
- Users miss the **ability to add personal objects** and static report features in Qlik Sense SaaS compared to on-premise.
- Users find Qlik Sense to be **expensive** , which affects its accessibility and overall value for data analytics.
- Users are frustrated with **manual data management tasks** , wishing for more automation and better data organization in Qlik Sense.
- Using Qlik Sense involves a steep **learning curve** , making it challenging for beginners to utilize effectively.

#### What Are Recent G2 Reviews of Qlik Sense?

**["Intuitive Data Exploration and Dashboards with Qlik Sense’s Associative Model"](https://www.g2.com/survey_responses/qlik-sense-review-12963425)**

**Rating:** 4.5/5.0 stars

_— Suman K._

[Read full review](https://www.g2.com/survey_responses/qlik-sense-review-12963425)

**["Visually Stunning, Excel-Like Ease on Web"](https://www.g2.com/survey_responses/qlik-sense-review-12727600)**

**Rating:** 4.0/5.0 stars

_— Adnan J._

[Read full review](https://www.g2.com/survey_responses/qlik-sense-review-12727600)

#### What Are G2 Users Discussing About Qlik Sense?

- [What is Qlik Sense used for?](https://www.g2.com/discussions/what-is-qlik-sense-used-for)
- [What is QlikView used for?](https://www.g2.com/discussions/what-is-qlikview-used-for)
- [What is the difference between QlikView and qlik sense?](https://www.g2.com/discussions/what-is-the-difference-between-qlikview-and-qlik-sense) - 1 comment
- [Is qlik sense good?](https://www.g2.com/discussions/is-qlik-sense-good) - 1 comment
- [What can qlik sense do?](https://www.g2.com/discussions/what-can-qlik-sense-do) - 1 comment

### [Zap Data Hub](https://www.g2.com/products/zap-data-hub/reviews)

Zap Data Hub is a data warehouse automation solution that streamlines the extraction, loading and transformation (ELT) of ERP and business data into a centralized, governed warehouse for reporting and analytics. Zap Data Hub is used by finance, operations and IT teams who need a faster, more structured way to integrate ERP data from platforms such as Microsoft Dynamics 365, SAP Business One, Sage and SYSPRO alongside other business sources like CRM, payroll and inventory systems. It automates the heavy lifting involved in data integration and preparation, allowing businesses to build a trusted data foundation without extensive coding or manual processes. By automatically mapping, transforming and loading data into a warehouse, Zap eliminates reliance on spreadsheets, manual extracts and disconnected reporting. It creates a governed semantic model that ensures consistent metrics across tools like the Power BI integration, Excel add-in and browser-based reporting. Zap can be deployed in the cloud or on-premises, with support for Microsoft Fabric. Key features and value points • End-to-end data warehouse automation that structures and governs data from ERP and other business systems • Pre-built ERP connectors and models that accelerate deployment and reduce implementation effort • Governed semantic model that ensures consistent, trusted reporting across business units and analytics tools • Reporting support through the Excel add-in, Power BI integration and browser-based options • Deployment flexibility offering cloud-based or on-premises options • Future-ready architecture that integrates with Microsoft Fabric and supports evolving analytics needs Zap Data Hub is suited to organizations that want to automate their reporting data foundations, improve governance and drive business insights without the complexity of manual data engineering.

**Average Rating:** 4.3/5.0

**Total Reviews:** 44

#### How Do G2 Users Rate Zap Data Hub?

- **Has the product been a good partner in doing business?:** 8.9/10 (Category avg: 8.9/10)
- **Steps to Answer:** 7.6/10 (Category avg: 8.3/10)
- **Reports Interface:** 8.5/10 (Category avg: 8.7/10)
- **Calculated Fields:** 8.0/10 (Category avg: 8.5/10)

#### Who Is the Company Behind Zap Data Hub?

- **Seller:** [ZAP](https://www.g2.com/sellers/zap)
- **Year Founded:** 2001
- **HQ Location:** Brisbane, Australia
- **Twitter:** @ZAP\_Data  
1,552 Twitter followers
- **LinkedIn® Page:** [www.linkedin.com](https://www.g2.com/external_clickthroughs/record?secure%5Bsource_type%5D=product_profile&secure%5Btoken%5D=40ff523c982ae465dc260372a2950b1cdc633097c3cd8fa18073b625378ca439&secure%5Burl%5D=https%3A%2F%2Fwww.linkedin.com%2Fcompany%2F61528%2F&secure%5Burl_type%5D=linkedin_company_website)  
91 employees on LinkedIn®

#### Who Uses This Product?

- **Top Industries:** Oil & Energy, Computer Software
- **Company Size:** 61% Medium, 28% Large

#### What Do G2 Reviewers Say About Zap Data Hub?

_AI-generated summary from verified user reviews_

##### Pros

- Users appreciate the **ease of use** of Zap Data Hub, enjoying its intuitive interface and seamless implementation.
- Users value the **easy integration of multiple data sources** , enhancing operational efficiency across teams.
- Users commend the **excellent customer support** from the Zap Team, ensuring timely and effective assistance when needed.
- Users value the **clean and seamless reporting functionality** of Zap Data Hub, enhancing efficiency and integration with ERP.
- Users commend the **intuitive analytics** of Zap Data Hub, streamlining reporting and decision-making for rapid business growth.

##### Cons

- Users find the **steep learning curve** challenging, requiring technical support for effective use of Zap Data Hub.
- Users face **complexity with connections and calculations** in Zap Data Hub, which can hinder efficiency and user experience.
- Users experience **import issues** with Excel sources, impacting connectivity and processing of large files in Zap Data Hub.
- Users face **connection issues with Excel data sources** , making integration and report exporting more challenging.
- Users note a **steep learning curve** with Zap Data Hub, making it challenging for occasional users to excel.

#### What Are Recent G2 Reviews of Zap Data Hub?

**["Powerful BI Reporting That Delivers Results"](https://www.g2.com/survey_responses/zap-data-hub-review-11960396)**

**Rating:** 4.0/5.0 stars

_— chris.hilton@agroliquid.com H._

[Read full review](https://www.g2.com/survey_responses/zap-data-hub-review-11960396)

**["Slick, Fast, and Intuitive BI Tool with Outstanding Support"](https://www.g2.com/survey_responses/zap-data-hub-review-11984060)**

**Rating:** 5.0/5.0 stars

_— Verified User in Gambling & Casinos_

[Read full review](https://www.g2.com/survey_responses/zap-data-hub-review-11984060)

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[Browse Embedded Business Intelligence Themes](/categories/embedded-business-intelligence/themes)

 ![Bijou Barry](/assets/transparent-ad5be28fbcd25b7b08d2cebe1d957125437fb5407d75ee717965ad22c8808791.gif "Bijou Barry")
BB

Researched and written by [Bijou Barry](https://research.g2.com/insights/author/bijou-barry)

Updated 

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, medium-sized business features, pricing, setup, and installation differ from businesses of other sizes, which is why we match buyers to the right Medium-Sized 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 Medium-Sized Business Embedded Business Intelligence category.

In addition to qualifying for inclusion in the Embedded Business Intelligence Software category, to qualify for inclusion in the Medium-Sized Business Embedded Business Intelligence Software category, a product must have at least 10 reviews left by a reviewer from a medium-sized business.

Show More

* * *

## 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, and it points to one of the top reasons software engineers adopt embedded business intelligence after rollout: faster access to data without leaving their existing workflow. 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.

Based on G2 reviews, adoption patterns for embedded business intelligence differ by role: software engineers and business analysts receive the most attention, but sales teams are mentioned most often for post-rollout value, replacing hours of manual pipeline prep with a single live dashboard. Each sticks around for a different reason: fewer ad hoc reporting requests, dashboards they can adjust without a developer ticket, or no more rebuilding the same numbers by hand.

### 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

Based on G2 reviews, business users and data engineers evaluate embedded business intelligence software by comparing ease of use, integration with existing data sources, and dashboard-level permission controls. 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.

### Embedded Business Intelligence FAQs

### Most Popular FAQs

#### Which embedded business intelligence software has the best reviews?

Across the [Embedded Business Intelligence](https://www.g2.com/categories/embedded-business-intelligence) category, the most trusted embedded business intelligence tools, per user reviews, tend to be smaller, integration-focused platforms rather than the largest legacy suites. Buyers consistently reward fast implementation and responsive support over sheer feature breadth.

- [Reveal](https://www.g2.com/products/reveal-2022-05-24/reviews): Embeddable analytics platform built for .NET and JavaScript teams that need fast, no-code dashboard embedding inside custom applications.
- [Bold BI](https://www.g2.com/products/bold-bi/reviews): White-label BI and dashboard platform designed for multi-tenant embedding directly into SaaS products.
- [Strategy One (formerly MicroStrategy ONE)](https://www.g2.com/products/strategy-one-formerly-microstrategy-one/reviews): Enterprise analytics and mobile BI platform built for governed reporting at large scale.
- [Embeddable](https://www.g2.com/products/embeddable/reviews): Developer-first embedded analytics toolkit built for fully custom, code-level dashboard embedding.

#### What are the best embedded cloud-native business intelligence tools?

The strongest cloud-native options are the platforms built from the ground up to run against a cloud data warehouse rather than retrofitted from on-premise architecture.

- [Sigma](https://www.g2.com/products/sigma-computing-sigma/reviews): Cloud-native BI platform that lets business users explore warehouse-scale data through a familiar, spreadsheet-style interface.
- [Hex](https://www.g2.com/products/hex-tech-hex/reviews): Cloud notebook-based analytics platform used by data teams for collaborative, code-and-no-code reporting.
- [GoodData.AI](https://www.g2.com/products/gooddata-ai/reviews): Governed, API-first analytics platform purpose-built for embedding multi-tenant dashboards at scale.
- [Looker](https://www.g2.com/products/looker/reviews): Google Cloud's modeling-layer BI platform, built around LookML for consistent, governed metrics across an organization.

#### Which embedded BI solution is best for real-time analytics?

For live, frequently refreshed data, buyers most often point to platforms known for fast query performance and streaming-friendly connections rather than static, scheduled reporting.

- [Tableau](https://www.g2.com/products/tableau/reviews): Widely adopted visual analytics platform known for drag-and-drop dashboards with fast, ad hoc data refresh.
- [Jaspersoft](https://www.g2.com/products/jaspersoft/reviews): Embeddable reporting and BI engine frequently used by ISVs to add live, pixel-perfect reports into applications.
- [ThoughtSpot](https://www.g2.com/products/thoughtspot/reviews): Search- and AI-driven analytics platform that returns live answers to natural-language questions.
- [Domo](https://www.g2.com/products/domo/reviews): Cloud BI platform combining data integration and visualization for continuously updating dashboards.

#### Which embedded BI tool offers the most customization?

The most customizable tools give developers direct control over layout, branding, and interaction logic, rather than locking teams into a fixed dashboard template.

- [Yellowfin BI](https://www.g2.com/products/yellowfin-bi/reviews): Embedded analytics platform built for flexible, brandable dashboard embedding with automated insights.
- [IBM Cognos Analytics](https://www.g2.com/products/ibm-cognos-analytics/reviews): Enterprise BI suite offering AI-assisted, highly configurable reporting and forecasting.
- [Sisense](https://www.g2.com/products/sisense/reviews): API-first analytics platform designed specifically for embedding contextual, custom-styled analytics inside other applications.
- [Astrato](https://www.g2.com/products/astrato/reviews): Cloud-native BI platform offering live, writeback-enabled dashboards that can be tailored to specific workflows.

#### What is the difference between embedded analytics and business intelligence?

Business intelligence is the broader discipline of collecting, modeling, and analyzing data to guide decisions, typically delivered through a standalone tool that an analyst opens as its own destination. Embedded analytics is one delivery model for that same discipline. It places dashboards, reports, or ad hoc query capability directly inside another application, so an end user gets insights without ever leaving their normal workflow. In practice, the underlying analytics engine is often similar; what changes is who uses it (analysts vs. end users) and where it lives (a dedicated BI tool vs. inside the product itself).

#### What are the most intuitive embedded business intelligence platforms?

Based on G2 reviews, these platforms come up most often when reviewers specifically call out ease of use and intuitive design.

- [Tableau](https://www.g2.com/products/tableau/reviews): Reviewers consistently describe its drag-and-drop interface as intuitive enough to move from raw data to a working dashboard within minutes, even without a technical background.
- [Metabase](https://www.g2.com/products/metabase/reviews): Praised for letting both technical and non-technical users build dashboards with a minimal learning curve, thanks to a simple visual query builder alongside its SQL editor.
- [GoodData.AI](https://www.g2.com/products/gooddata-ai/reviews): Reviewers highlight an intuitive, executive-ready dashboard experience, helped along by AI-generated visualization suggestions that simplify report building for less technical users.
- [ThoughtSpot](https://www.g2.com/products/thoughtspot/reviews): Its natural-language search lets users find answers about as easily as running a web search, so new hires can start querying data without learning the underlying schema first.

#### What is the most popular embedded business intelligence software for dashboards with user permissions?

These platforms are most frequently mentioned for building access control directly into dashboards and the data layer beneath them.

- [GoodData.AI](https://www.g2.com/products/gooddata-ai/reviews): Its workspace label access control automatically isolates each customer's data and enforces permissions based on who is logged in, which reviewers call out specifically for multi-tenant, customer-facing dashboards.
- [Sigma](https://www.g2.com/products/sigma-computing-sigma/reviews): Every dashboard inherits row-level security and permissions directly from the underlying cloud data warehouse, so access rules don't need to be rebuilt inside the BI layer itself.
- [Jaspersoft](https://www.g2.com/products/jaspersoft/reviews): Reviewers highlight its multi-tenant architecture, where each organization gets an isolated context, permission set, and report repository, with role mapping that can be driven directly from SSO.
- [IBM Cognos Analytics](https://www.g2.com/products/ibm-cognos-analytics/reviews): Built around governed, role-based access controls that reviewers say suit regulated, multi-department environments where administrators need fine control over who sees what.

### Small Business FAQs

#### What is the most affordable embedded BI for SMBs?

Within the [small business segment of Embedded Business Intelligence](https://www.g2.com/categories/embedded-business-intelligence/small-business), the best price-to-value ratings tend to go to lighter, self-serve platforms rather than enterprise-priced suites.

- [Zoho Analytics](https://www.g2.com/products/zoho-analytics/reviews): A self-service BI and reporting tool aimed at small and mid-sized teams that need dashboards up quickly without a large budget.
- [Toucan](https://www.g2.com/products/toucan/reviews): Embedded analytics platform focused on simple, story-driven dashboards for non-technical end users.
- [Oracle Analytics Cloud](https://www.g2.com/products/oracle-analytics-cloud/reviews): Oracle's cloud BI platform combining data prep, visualization, and machine-learning-driven insights.
- [Jaspersoft](https://www.g2.com/products/jaspersoft/reviews): Open-core embedded reporting engine often chosen for its lower cost of entry relative to full enterprise BI suites.

#### What is the best embedded BI for startups?

Startups evaluating [small business embedded BI](https://www.g2.com/categories/embedded-business-intelligence/small-business) tend to favor platforms that are fast to stand up with a lean team, since implementation speed usually matters more than deep enterprise governance at this stage.

- [Hex](https://www.g2.com/products/hex-tech-hex/reviews): Cloud notebook-based analytics platform that lets small technical teams move quickly from data exploration to shareable reporting.
- [Domo](https://www.g2.com/products/domo/reviews): Low-code cloud BI platform that bundles data integration and visualization for teams without a dedicated data engineering function.
- [Flexmonster Pivot Table & Charts Component](https://www.g2.com/products/flexmonster-pivot-table-charts-component/reviews): Lightweight JavaScript pivot table and charting component for embedding interactive data grids without a heavy backend lift.
- [Bold Reports](https://www.g2.com/products/bold-reports/reviews): Embeddable reporting platform built for pixel-perfect, scheduled report generation with a fast setup path.

#### Which embedded BI is the most user-friendly for startups?

Ease of use matters most for startups without a dedicated analytics hire, and the tools that score best here tend to minimize the learning curve between signing up and shipping a first dashboard.

- [Luzmo](https://www.g2.com/products/luzmo/reviews): Embedded analytics platform built for SaaS teams to add white-labeled dashboards with minimal engineering effort.
- [Tableau](https://www.g2.com/products/tableau/reviews): Visual analytics platform known for an intuitive, drag-and-drop interface that doesn't require SQL fluency to get started.
- [Metabase](https://www.g2.com/products/metabase/reviews): Open-source BI tool popular for simple setup and self-service query building without a steep onboarding curve.
- [IBM Cognos Analytics](https://www.g2.com/products/ibm-cognos-analytics/reviews): Enterprise BI suite whose AI-assisted authoring tools simplify report building for less technical users.

#### Which embedded BI tool is easiest to set up for small teams?

Setup speed is one of the most differentiated ratings in this category, and small teams generally do best with platforms that skip lengthy data-modeling phases in favor of near-immediate embedding.

- [Bold Reports](https://www.g2.com/products/bold-reports/reviews): Embeddable reporting platform designed for a quick path from installation to a first published report.
- [Hex](https://www.g2.com/products/hex-tech-hex/reviews): Cloud notebook-based analytics platform that connects to common data sources with minimal configuration.
- [Sigma](https://www.g2.com/products/sigma-computing-sigma/reviews): Cloud-native BI platform that connects directly to a data warehouse without a separate modeling layer to build first.
- [Metabase](https://www.g2.com/products/metabase/reviews): Open-source BI tool that can be self-hosted or spun up in the cloud in a short amount of time.

#### What is the best embedded BI tool for SaaS startups?

For software companies embedding analytics into their own product, the strongest [small business](https://www.g2.com/categories/embedded-business-intelligence/small-business) options tend to be platforms with mature multi-tenant and white-labeling support.

- [Yellowfin BI](https://www.g2.com/products/yellowfin-bi/reviews): Embedded analytics platform built for flexible, brandable dashboard embedding inside a host application.
- [Bold BI](https://www.g2.com/products/bold-bi/reviews): White-label BI and dashboard platform designed specifically for multi-tenant embedding into SaaS products.
- [Looker](https://www.g2.com/products/looker/reviews): Modeling-layer BI platform that gives SaaS teams a consistent metrics layer to embed across customer-facing dashboards.
- [Tableau](https://www.g2.com/products/tableau/reviews): Visual analytics platform with embedding APIs that let SaaS teams surface interactive dashboards inside their own UI.

### Enterprise FAQs

#### What is best-rated embedded BI for tech enterprises?

Among reviewers at large technology and software companies within the [Enterprise segment of Embedded Business Intelligence](https://www.g2.com/categories/embedded-business-intelligence/enterprise), ratings tend to favor platforms with strong data-source flexibility and API depth.

- [Yellowfin BI](https://www.g2.com/products/yellowfin-bi/reviews): Embedded analytics platform combining automated insights with flexible, brandable dashboard embedding.
- [GoodData.AI](https://www.g2.com/products/gooddata-ai/reviews): Governed, API-first analytics platform built for embedding multi-tenant dashboards at enterprise scale.
- [Tableau](https://www.g2.com/products/tableau/reviews): Visual analytics platform with broad data connectivity suited to large, heterogeneous tech stacks.
- [IBM Cognos Analytics](https://www.g2.com/products/ibm-cognos-analytics/reviews): Enterprise BI suite offering AI-assisted reporting, forecasting, and governed self-service analytics.

#### What is the most reliable embedded BI tool for enterprises?

Reliability at enterprise scale tends to track closely with support quality and administrative control, since large organizations need predictable uptime and responsive vendor support more than any single feature.

- [Hex](https://www.g2.com/products/hex-tech-hex/reviews): Cloud notebook-based analytics platform noted by enterprise reviewers for consistent performance and support responsiveness.
- [ThoughtSpot](https://www.g2.com/products/thoughtspot/reviews): Search- and AI-driven analytics platform built to handle high query volumes across large data sets.
- [Jaspersoft](https://www.g2.com/products/jaspersoft/reviews): Embeddable reporting and BI engine with mature administrative controls for large deployments.
- [IBM Cognos Analytics](https://www.g2.com/products/ibm-cognos-analytics/reviews): Enterprise BI suite built around governed administration and long-term platform stability.

#### What is best-reviewed embedded BI for enterprise app integration?

Enterprise app integration is where API depth and connector maturity matter most, and reviewers give the strongest marks to platforms built to slot into existing enterprise application ecosystems.

- [ThoughtSpot](https://www.g2.com/products/thoughtspot/reviews): Search- and AI-driven analytics platform with APIs built for embedding natural-language search into other applications.
- [Looker](https://www.g2.com/products/looker/reviews): Modeling-layer BI platform known for its clean integration path into existing data and application stacks.
- [Yellowfin BI](https://www.g2.com/products/yellowfin-bi/reviews): Embedded analytics platform designed for flexible integration into third-party applications.
- [Tableau](https://www.g2.com/products/tableau/reviews): Visual analytics platform with mature embedding APIs used widely across enterprise application integrations.

#### Which embedded BI tool offers the best scalability for enterprise deployments?

Scalability at the enterprise level usually comes down to how well a platform handles growing data volumes and concurrent users without a corresponding drop in performance.

- [Sisense](https://www.g2.com/products/sisense/reviews): API-first analytics platform built specifically to scale embedded analytics across large, multi-application deployments.
- [Amazon QuickSight](https://www.g2.com/products/amazon-quicksight/reviews): AWS's serverless, pay-per-session BI service built to scale embedded analytics on cloud-native infrastructure.
- [Strategy One (formerly MicroStrategy ONE)](https://www.g2.com/products/strategy-one-formerly-microstrategy-one/reviews): Enterprise analytics platform with a long track record supporting large-scale, governed BI deployments.
- [GoodData.AI](https://www.g2.com/products/gooddata-ai/reviews): API-first analytics platform designed to support high volumes of embedded, multi-tenant dashboards.

#### What is the most secure embedded BI platform for enterprise compliance?

Compliance-focused buyers tend to favor platforms with mature single sign-on, role-based access, and audit support built in from the start rather than added on later.

- [Domo](https://www.g2.com/products/domo/reviews): Cloud BI platform with governance controls built for organizations managing sensitive, regulated data.
- [GoodData.AI](https://www.g2.com/products/gooddata-ai/reviews): Governed, API-first analytics platform built around role-based access and enterprise-grade data controls.
- [Jaspersoft](https://www.g2.com/products/jaspersoft/reviews): Embeddable reporting engine with granular permissioning suited to regulated environments.
- [IBM Cognos Analytics](https://www.g2.com/products/ibm-cognos-analytics/reviews): Enterprise BI suite built with the governance and access controls large, regulated organizations expect.

_Researched and written by_ [_Matthew Miller_](https://research.g2.com/insights/author/matthew-miller)