Best Embedded Business Intelligence Software - Page 2

How Many Embedded Business Intelligence Software Products Does G2 Track?

Total Products under this Category: 177

Category Stats (Oct 2026)

  • Average Rating: 4.45/5 (↑0.01 vs Sep 2026) The average rating of products in this category, based on all submitted ratings
  • Top Trending Product: Cube (+2.46%) - Among all products in this category, Cube recorded the largest rating increase compared to last month

Last updated: October 20, 2026

How Does G2 Rank Embedded Business Intelligence Software Products?

Why You Can Trust G2's Software Rankings:

  • 30 Analysts and Data Experts
  • 18,700+ Authentic Reviews
  • 177+ 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

Highlighted products: Tableau, Sigma, Amazon Quick, IBM Cognos Analytics, Hex, GoodData.AI, Jaspersoft, 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-quick&focus%5B%5D=ibm-cognos-analytics&focus%5B%5D=hex-tech-hex&focus%5B%5D=gooddata-ai&focus%5B%5D=jaspersoft&focus%5B%5D=google-chart-tools)

ThoughtSpot

ThoughtSpot is the Agentic Analytics Platform company for the enterprise. With natural language and AI, ThoughtSpot empowers everyone in an organization to ask data questions, get answers, and take action. Code-first for data teams and code-free for business users, ThoughtSpot is intuitive enough for anyone to use, yet built to handle large, complex cloud data at scale. Customers like Coca-Cola, Hilton Worldwide, and Capital One are unlocking the full potential of their data with ThoughtSpot.

Average Rating: 4.4/5.0

Total Reviews: 331

How Do G2 Users Rate ThoughtSpot?

  • Has the product been a good partner in doing business?: 8.9/10 (Category avg: 9.0/10)
  • Steps to Answer: 8.6/10 (Category avg: 8.3/10)
  • Reports Interface: 8.6/10 (Category avg: 8.8/10)
  • Calculated Fields: 8.2/10 (Category avg: 8.6/10)

Who Is the Company Behind ThoughtSpot?

  • Seller: ThoughtSpot
  • Company Website:
  • Year Founded: 2012
  • HQ Location: Mountain View, CA
  • Twitter: @thoughtspot
    10,975 Twitter followers
  • LinkedIn® Page: www.linkedin.com
    1,781 employees on LinkedIn®

Who Uses This Product?

  • Who Uses This: Data Analyst
  • Top Industries: Information Technology and Services, Computer Software
  • Company Size: 44% Large, 43% Medium

What Do G2 Reviewers Say About ThoughtSpot?

AI-generated summary from verified user reviews

Pros
  • Users appreciate the ease of use of ThoughtSpot, finding it simple to create insights and build visuals.
  • Users value the real-time insights from ThoughtSpot, enhancing organizational growth through accurate and actionable data analysis.
  • Users value ThoughtSpot for its powerful analytics capabilities that enhance data insights and engagement tracking.
  • Users praise the intuitive interface of ThoughtSpot, enabling effortless data exploration and insights for everyone.
  • Users appreciate the excellent data visualization capabilities of ThoughtSpot, making insights easy to understand and validate.
Cons
  • Users acknowledge a steep learning curve for new features, particularly for those unfamiliar with analytics or data visualization.
  • Users note the missing features in ThoughtSpot, such as limited reusability and underwhelming visualization capabilities.
  • Users find the complexity of ThoughtSpot frustrating, with formulas failing and a lack of intuitive guidance.
  • Users face a learning difficulty with ThoughtSpot, finding it non-intuitive and lacking clear guidance for effective use.
  • Users find the limited customization options in ThoughtSpot restrictive, impacting their ability to tailor visualizations effectively.

What Are Recent G2 Reviews of ThoughtSpot?

What Are G2 Users Discussing About ThoughtSpot?

Microsoft Power BI Embedded

Power BI Embedded provides a simple and straightforward way to bring visual analytics into your app instead of building it yourself. It simplifies Power BI capabilities by helping you quickly add stunning visuals, reports, and dashboards. Similar to apps built on Microsoft Azure use services like Machine Learning and IoT. By enabling easy-to-navigate data exploration in your solutions, allow your customers to make quick, informed decisions in context. The Power BI product suite allows you to author, publish, share, and embed visual interactive reports and dashboards. Use Power BI Desktop to create and distribute content - for free. To monitor key data and share dashboards and reports, use the Power BI web service. To view and interact with your data on any mobile device, get the Power BI Mobile app on the AppStore, Google Play or the Microsoft Store.

Average Rating: 4.4/5.0

Total Reviews: 106

How Do G2 Users Rate Microsoft Power BI Embedded?

  • Has the product been a good partner in doing business?: 8.2/10 (Category avg: 9.0/10)
  • Steps to Answer: 8.4/10 (Category avg: 8.3/10)
  • Reports Interface: 9.1/10 (Category avg: 8.8/10)
  • Calculated Fields: 8.9/10 (Category avg: 8.6/10)

Who Is the Company Behind Microsoft Power BI Embedded?

  • Seller: Microsoft
  • Year Founded: 1975
  • HQ Location: Redmond, Washington
  • Twitter: @microsoft
    13,091,739 Twitter followers
  • LinkedIn® Page: www.linkedin.com
    232,750 employees on LinkedIn®
  • Ownership: MSFT

Who Uses This Product?

  • Top Industries: Information Technology and Services, Computer Software
  • Company Size: 41% Medium, 37% Large

What Do G2 Reviewers Say About Microsoft Power BI Embedded?

AI-generated summary from verified user reviews

Pros
  • Users find Microsoft Power BI Embedded to be easy to use, simplifying complex data tasks effortlessly.
  • Users find that Microsoft Power BI Embedded provides valuable insights that enhance sales and support quick business decisions.
  • Users value the dashboard customization in Power BI Embedded for easily embedding visual reports across various applications.
  • Users value the data visualization capabilities of Power BI Embedded, enhancing their ability to organize and analyze important data.
  • Users find it easy to create insights with simplified tools that enhance their creativity and efficiency.
Cons
  • Users find the learning curve steep, struggling with complex features and limited formatting options without IT knowledge.
  • Users find learning difficulty in Microsoft Power BI Embedded due to complex concepts and limited formatting options.
  • Users find formatting issues frustrating, noting limited options and complexities in features like sorting and bookmarks.
  • Users find the initial difficulty in navigating Power BI Embedded challenging without prior IT experience.

What Are Recent G2 Reviews of Microsoft Power BI Embedded?

What Are G2 Users Discussing About Microsoft Power BI Embedded?

Intellicus

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: 9.0/10)
  • Steps to Answer: 8.3/10 (Category avg: 8.3/10)
  • Reports Interface: 8.7/10 (Category avg: 8.8/10)
  • Calculated Fields: 8.3/10 (Category avg: 8.6/10)

Who Is the Company Behind Intellicus?

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 love the live dashboards of Intellicus for their fresh metrics and effective daily check-ins.
  • Users value the ease of use of Intellicus, enjoying its user-friendly interface and seamless data handling.
  • Users value the dashboard customization in Intellicus, enhancing their ability to tailor reports and metrics efficiently.
  • Users value the high-speed OLAP feature of Intellicus for its insightful data analytics and easy setup.
  • Users value the advanced data visualization capabilities of Intellicus, enhancing their business intelligence and decision-making efforts.
Cons
  • Users note that complex usability can hinder new users, making tasks challenging compared to tools like Power BI or Tableau.
  • Users find difficult learning curve in Intellicus, especially those without a coding background struggling to adapt.
  • Users find Intellicus to have a steep learning curve, often feeling overwhelmed by its complex interface and setup.
  • Users find the complexity of advanced features challenging, requiring expertise for effective report and workflow creation.
  • Users find the learning difficulty with Intellicus challenging, particularly for those without a coding background.

What Are Recent G2 Reviews of Intellicus?

What Are G2 Users Discussing About Intellicus?

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Bold BI

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: 89

How Do G2 Users Rate Bold BI?

  • Has the product been a good partner in doing business?: 8.9/10 (Category avg: 9.0/10)
  • Steps to Answer: 7.9/10 (Category avg: 8.3/10)
  • Reports Interface: 8.4/10 (Category avg: 8.8/10)
  • Calculated Fields: 8.3/10 (Category avg: 8.6/10)

Who Is the Company Behind Bold BI?

  • Seller: Syncfusion
  • Company Website:
  • Year Founded: 2001
  • HQ Location: Morrisville, North Carolina
  • Twitter: @Syncfusion
    11,907 Twitter followers
  • LinkedIn® Page: www.linkedin.com
    2,739 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 highlight the exceptional customer support from Bold BI, noting quick resolutions and expert guidance throughout the process.
  • Users value the ease of use of Bold BI, enjoying a seamless experience for all skill levels.
  • Users value the easy integration with numerous data sources, enhancing their analytics capabilities effortlessly.
  • Users praise the drag-and-drop dashboard customization, enabling quick and impressive dashboard creation without coding skills.
  • Users value the seamless embedding capabilities of Bold BI, facilitating integration within various applications and portals.
Cons
  • Users frequently encounter bugs with Bold BI, particularly evident during version updates and when using Docker and Kubernetes.
  • Users find the learning curve steep, requiring technical knowledge and tutorials for effective setup and usage.
  • Users find the difficult setup of Bold BI time-consuming, requiring tutorials and technical knowledge for advanced features.
  • Users report encountering numerous software bugs in Bold BI, especially during updates and with Docker and Kubernetes integrations.
  • Users note the dashboard issues with lengthy setup times and a complex learning curve for advanced features.

What Are Recent G2 Reviews of Bold BI?

What Are G2 Users Discussing About Bold BI?

Luzmo

Customers choose Luzmo to give their users clean, intuitive analytics directly inside their product, without forcing them into a separate BI tool. Reviews highlight how fast teams can move from raw data to fully branded dashboards, how easy it is for non‑technical users to explore and customize their own views, and how seamless the embedding experience feels. Many users call out Luzmo’s customer‑first support and dedicated CSMs as a key reason they can roll out new analytics experiences quickly and keep improving them over 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: 9.0/10)
  • Steps to Answer: 8.2/10 (Category avg: 8.3/10)
  • Reports Interface: 8.8/10 (Category avg: 8.8/10)
  • Calculated Fields: 8.1/10 (Category avg: 8.6/10)

Who Is the Company Behind Luzmo?

  • Seller: Luzmo NV
  • Year Founded: 2015
  • HQ Location: Brooklyn, US
  • Twitter: @luzmo_official
    895 Twitter followers
  • LinkedIn® Page: www.linkedin.com
    51 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 praise the ease of use of Luzmo, enabling quick dashboard creation without a steep learning curve.
  • Users value Luzmo's embedding features, enabling fast, integrated analytics that enhance user experience and engagement.
  • Users value the customization capabilities of Luzmo, enabling tailored solutions and efficient management of diverse tenant applications.
  • Users commend Luzmo for its intuitive interface and rapid deployment, significantly enhancing analytics and user engagement.
  • Users find the setup process of Luzmo incredibly easy, facilitating quick deployment and enhancing overall experience.
Cons
  • Users find Luzmo's complexity burdensome, with challenges in setup, performance, and dashboard editing capabilities.
  • Users face limited options for complex queries and chart configurations in Luzmo, impacting their data management experience.
  • Users face performance issues with large datasets, experiencing lags and sync problems that hinder productivity.
  • Users experience table limitations in Luzmo, hindering complex queries and chart functionalities in their data management.
  • Users face performance and sync issues with larger datasets, impacting efficiency and usability within Luzmo.

What Are Recent G2 Reviews of Luzmo?

What Are G2 Users Discussing About Luzmo?

Qlik Sense

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/

Average Rating: 4.4/5.0

Total Reviews: 762

How Do G2 Users Rate Qlik Sense?

  • Has the product been a good partner in doing business?: 8.5/10 (Category avg: 9.0/10)
  • Steps to Answer: 8.3/10 (Category avg: 8.3/10)
  • Reports Interface: 8.4/10 (Category avg: 8.8/10)
  • Calculated Fields: 8.4/10 (Category avg: 8.6/10)

Who Is the Company Behind Qlik Sense?

  • Seller: Qlik
  • Year Founded: 1993
  • HQ Location: Radnor, PA
  • Twitter: @qlik
    64,130 Twitter followers
  • LinkedIn® Page: www.linkedin.com
    4,399 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 love the ease of use in Qlik Sense, enhancing their productivity with minimal IT support needed.
  • Users commend the robust data visualization capabilities of Qlik Sense, enhancing insights with its user-friendly interface.
  • Users appreciate the rapid development capabilities of Qlik Sense, enabling quick creation and deployment of analytics applications.
  • Users value the robust data visualization capabilities of Qlik Sense, enhancing their insights and business strategies.
  • Users value the versatile and user-friendly tools in Qlik Sense, enhancing data representation and insights across levels.
Cons
  • Users find the limited features of Qlik Sense restrict their ability to create custom visualizations effectively.
  • Users find the missing features in Qlik Sense restrictive, particularly lacking personal object additions and static report options.
  • Users find Qlik Sense expensive, which limits its accessibility despite its capabilities.
  • Users note the limited automation in data updates and desire better organization and visualization capabilities in Qlik Sense.
  • Users find the learning curve steep, especially with scripting functions and integration challenges for beginners.

What Are Recent G2 Reviews of Qlik Sense?

What Are G2 Users Discussing About Qlik Sense?

datapine

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: 9.0/10)
  • Steps to Answer: 10.0/10 (Category avg: 8.3/10)
  • Reports Interface: 10.0/10 (Category avg: 8.8/10)
  • Calculated Fields: 10.0/10 (Category avg: 8.6/10)

Who Is the Company Behind datapine?

  • Seller: RIB Software
  • Year Founded: 1961
  • HQ Location: Stuttgart, DE
  • Twitter: @RIB_Global
    1,214 Twitter followers
  • LinkedIn® Page: www.linkedin.com
    1,426 employees on LinkedIn®
  • Ownership: ETR:RIB

Who Uses This Product?

  • Company Size: 50% Medium, 42% Small

What Are Recent G2 Reviews of datapine?

Omni Analytics

Omni is the AI analytics platform that helps Condé Nast, Guitar Center, and dbt Labs accelerate AI adoption, improve self-service, and embed AI analytics into their products. Powered by a governed semantic layer, Omni grounds AI in your business metrics and logic to deliver accurate, contextual insights. Users explore data with AI, spreadsheets, SQL, or a point-and-click UI to receive trustworthy, enterprise-grade intelligence across workflows. Every team moves faster: analysts focus on strategy, stakeholders get reliable answers, and product teams build smarter applications. We build our product fast and in the open, with new features releasing every week. You can follow along by watching our public engineering demos at: omni.co/demos To learn more about how companies like BuzzFeed, Synthesia, and Heidi use Omni, check out: omni.co/customer-case-studies

Average Rating: 4.8/5.0

Total Reviews: 71

How Do G2 Users Rate Omni Analytics?

  • Has the product been a good partner in doing business?: 9.9/10 (Category avg: 9.0/10)
  • Steps to Answer: 8.8/10 (Category avg: 8.3/10)
  • Reports Interface: 9.0/10 (Category avg: 8.8/10)
  • Calculated Fields: 9.1/10 (Category avg: 8.6/10)

Who Is the Company Behind Omni Analytics?

  • Seller: Omni Analytics, Inc
  • Company Website:
  • Year Founded: 2022
  • HQ Location: San Francisco, CA
  • Twitter: @omni
    4,282 Twitter followers
  • LinkedIn® Page: www.linkedin.com
    920 employees on LinkedIn®

Who Uses This Product?

  • Top Industries: Computer Software, Information Technology and Services
  • Company Size: 44% Medium, 41% Small

What Do G2 Reviewers Say About Omni Analytics?

AI-generated summary from verified user reviews

Pros
  • Users value the ease of use in Omni Analytics, benefiting from seamless integrations and flexible BI features.
  • Users appreciate the helpful customer support at Omni Analytics, always responsive and ready to assist when needed.
  • Users praise the easy integrations of Omni Analytics, effortlessly connecting with their modern data stack for efficiency.
  • Users admire the innovative AI features of Omni Analytics, enhancing efficiency and user experience significantly.
  • Users value the ease of creating interactive dashboards with Omni Analytics, enhancing both user experience and engagement.
Cons
  • Users note the missing features in Omni Analytics compared to established tools, indicating room for improvement.
  • Users note a steep learning curve due to delayed documentation and evolving features, leading to confusion while adapting.
  • Users note the limited features of Omni Analytics, which is still evolving and lacks parity with established tools.
  • Users highlight the need for improved complex data modeling features, as navigation and stability can be challenging.
  • Users find the difficult setup of topics challenging, affecting overall ease of use and customization in Omni Analytics.

What Are Recent G2 Reviews of Omni Analytics?

Zoho Analytics

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

Average Rating: 4.2/5.0

Total Reviews: 286

How Do G2 Users Rate Zoho Analytics?

  • Has the product been a good partner in doing business?: 8.5/10 (Category avg: 9.0/10)
  • Steps to Answer: 8.0/10 (Category avg: 8.3/10)
  • Reports Interface: 8.1/10 (Category avg: 8.8/10)
  • Calculated Fields: 8.3/10 (Category avg: 8.6/10)

Who Is the Company Behind Zoho Analytics?

  • Seller: Zoho
  • Year Founded: 1996
  • HQ Location: Austin, TX
  • Twitter: @Zoho
    137,880 Twitter followers
  • LinkedIn® Page: www.linkedin.com
    30,913 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: 51% Small, 42% 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, thanks to its intuitive interface and customizable dashboards.
  • Users value the intuitive interface and customization of Zoho Analytics, enhancing their data reporting experience effortlessly.
  • Users appreciate the seamless integrations of Zoho Analytics, enabling easy data import from various external sources.
  • Users appreciate the user-friendly dashboards of Zoho Analytics, enabling easy customization and efficient data tracking.
  • Users appreciate the intuitive data visualization in Zoho Analytics, making complex analysis accessible and straightforward.
Cons
  • Users experience a steep learning curve with Zoho Analytics, especially for complex reports and advanced features.
  • Users find the limited customization options in Zoho Analytics frustrating compared to other platforms, like Google Analytics.
  • Users experience limited data integration options with Zoho Analytics, hindering seamless connectivity and overall functionality.
  • Users face integration issues with Zoho Analytics, limiting connections to external data sources and complicating functionality.
  • Users feel the missing features in Zoho Analytics limit functionality, especially for advanced data analysis tasks.

What Are Recent G2 Reviews of Zoho Analytics?

What Are G2 Users Discussing About Zoho Analytics?

Toucan

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: 9.0/10)
  • Steps to Answer: 8.5/10 (Category avg: 8.3/10)
  • Reports Interface: 8.7/10 (Category avg: 8.8/10)
  • Calculated Fields: 8.5/10 (Category avg: 8.6/10)

Who Is the Company Behind Toucan?

  • Seller: Toucan Toco
  • Year Founded: 2015
  • HQ Location: Boston, Massachusetts
  • Twitter: @Toucan_Toco
    2,402 Twitter followers
  • LinkedIn® Page: www.linkedin.com
    74 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 love the ease of use in Toucan, appreciating its intuitive setup and seamless integration for daily tasks.
  • Users appreciate the easy integrations with existing tech ecosystems, enhancing their data accessibility and usability.
  • Users love the intuitive data visualization tools in Toucan, making analytics accessible for all skill levels.
  • Users value the flexible integrations of Toucan, enabling seamless connections to various data sources for dynamic dashboards.
  • Users appreciate the no-code dashboard creation feature of Toucan, making data visualization accessible and efficient.
Cons
  • Users find the navigation complex in Toucan, which can hinder the experience for new users.
  • Users find the complex usage of Toucan challenging, especially for new users navigating the interface independently.
  • Users find the learning curve steep with Toucan, struggling to navigate its complex interface effectively.
  • Users note the limited customization options in Toucan, which restricts control over data presentation but simplifies visualizations.
  • Users report that bugs in Toucan can lead to higher maintenance costs and require additional learning for technical development.

What Are Recent G2 Reviews of Toucan?

What Are G2 Users Discussing About Toucan?

Cube

Cube is the agentic analytics platform — built on a semantic layer. Cube is the AI-native generation of business intelligence. It's one platform for two use cases: internal BI, where data teams and business users analyze their own company's data, and embedded analytics, where software companies ship analytics inside their own products. The same governed semantic layer powers both. What makes AI answers trustworthy in production is the semantic layer underneath them. Cube was built around the semantic layer from day one rather than retrofitting one onto a dashboard- or notebook-first tool. The data team's governed metric definitions stay intact while AI constructs ad-hoc calculations on top of them — so you get governance and flexibility at the same time, not one at the expense of the other. That's why teams like Brex chose Cube to power AI-driven analytics at production scale. With Cube, data teams can: Model metrics and business definitions once, in a SQL-first semantic layer, and serve them consistently to every downstream consumer — AI agents, BI, spreadsheets, and embedded apps. Let business users ask questions in natural language through Analytics Chat, with answers grounded in the governed model instead of guessed from raw tables. Bring analytics to where people already work — Slack, and any MCP-compatible agent like Claude or ChatGPT via the Cube MCP server. Embed analytics in customer-facing products with multi-tenancy, row-level security, and query performance under load — choosing from a chat API, drop-in iframes, embedded creator mode, or data APIs. Apply software engineering best practices to analytics: version control with Git, CI/CD, isolated environments, and pre-aggregation caching for fast queries and lower warehouse spend. Cube Core, the open-source semantic layer at its foundation, has years of production use across a large developer community — battle-tested infrastructure that commercial-only tools can't match. Cube sits on top of your cloud data warehouse (Snowflake, BigQuery, Redshift, Databricks); it doesn't replace it.

Average Rating: 4.6/5.0

Total Reviews: 27

How Do G2 Users Rate Cube?

  • Has the product been a good partner in doing business?: 9.7/10 (Category avg: 9.0/10)
  • Steps to Answer: 8.9/10 (Category avg: 8.3/10)
  • Reports Interface: 9.0/10 (Category avg: 8.8/10)
  • Calculated Fields: 8.9/10 (Category avg: 8.6/10)

Who Is the Company Behind Cube?

  • Seller: Cube
  • Company Website:
  • Year Founded: 2019
  • HQ Location: San Francisco, CA
  • Twitter: @the_cube_dev
    2,215 Twitter followers
  • LinkedIn® Page: www.linkedin.com
    53 employees on LinkedIn®

Who Uses This Product?

  • Top Industries: Computer Software
  • Company Size: 52% Small, 41% Medium

What Do G2 Reviewers Say About Cube?

AI-generated summary from verified user reviews

Pros
  • Users find Cube's ease of use remarkable, simplifying development and maintenance for small teams without DevOps support.
  • Users value the customization options in Cube, enhancing flexibility for embedded analytics in applications.
  • Users value the powerful BI capabilities of Cube, facilitating complex metrics and seamless data access across platforms.
  • Users appreciate the fast and proactive customer support of Cube, enhancing their overall experience significantly.
  • Users value the flexibility of CubeJS, enabling effortless integration and customization for diverse data applications.
Cons
  • Users find Cube's features lacking completeness, particularly with integration, metrics creation, and data visualization capabilities.
  • Users report experiencing significant bugs and confusing documentation that complicate using Cube effectively and reliably.
  • Users find data integration challenging due to issues with BI tools and complicated pre-aggregation management.
  • Users find Cube's features limited, desiring improved documentation, SDK support, and enhanced analytical capabilities.
  • Users often encounter software bugs that complicate functionality and make integration challenging with Cube.

What Are Recent G2 Reviews of Cube?

Bold Reports

Bold Reports by Syncfusion is a reporting platform for building, migrating, and embedding pixel-perfect, print-ready (paginated) reports. It works natively with RDL and RDLC, the report formats used by SQL Server Reporting Services (SSRS), so teams can open existing SSRS reports without rebuilding them. The Crystal Report to SSRS Converter turns Crystal Reports files into RDL with reduced manual effort, and Bold Reports experts help with migration at no extra cost. Developers embed the Web Report Viewer and Web Report Designer in web and SaaS apps using SDKs for JavaScript, Angular, React, Blazor, and ASP.NET Core, plus REST APIs. White-labeling and multi-tenant support are built in. Business users can build and share their own reports in a self-service, drag-and-drop designer with 40+ visualizations. Reports can be scheduled and exported to PDF, Excel, Word, PowerPoint, CSV, XML, and HTML. Bold Reports has 25+ data connectors, including Snowflake and Redshift, and includes Bold Data Hub, the built-in ETL tool that extracts, transforms, and loads data for reporting. Pricing is based on how you deploy, not how many people use it: there are no per-user or per-developer fees, and every edition includes the full platform. It runs in the cloud, in a managed private cloud, or on your own Windows, Linux, Docker, or Kubernetes servers, including air-gapped environments. The 30-day free trial requires no credit card and comes with a 30-day money-back guarantee. Bold Reports is built for software vendors that embed invoices, statements, and operational reports in their products, IT teams moving off SSRS or Crystal Reports, and regulated organizations that need reports to stay on their own servers. It is developed by Syncfusion, a software company founded in 2001.

Average Rating: 4.1/5.0

Total Reviews: 58

How Do G2 Users Rate Bold Reports?

  • Has the product been a good partner in doing business?: 8.7/10 (Category avg: 9.0/10)
  • Steps to Answer: 7.5/10 (Category avg: 8.3/10)
  • Reports Interface: 8.3/10 (Category avg: 8.8/10)
  • Calculated Fields: 8.2/10 (Category avg: 8.6/10)

Who Is the Company Behind Bold Reports?

  • Seller: Syncfusion
  • Company Website:
  • Year Founded: 2001
  • HQ Location: Morrisville, North Carolina
  • Twitter: @Syncfusion
    11,907 Twitter followers
  • LinkedIn® Page: www.linkedin.com
    2,739 employees on LinkedIn®

Who Uses This Product?

  • Top Industries: Computer Software, Information Technology and Services
  • Company Size: 58% Small, 32% Medium

What Do G2 Reviewers Say About Bold Reports?

AI-generated summary from verified user reviews

Pros
  • Users love the ease of use of Bold Reports, appreciating its intuitive design and seamless integrations.
  • Users commend the excellent customer support of Bold Reports, noting quick responses and helpful solutions.
  • Users value the easy integrations of Bold Reports, enhancing flexibility and usability across multiple applications.
  • Users value the robust report generation capabilities of Bold Reports, enhancing functionality and client flexibility in applications.
  • Users appreciate the seamless integration of Bold Reports, enhancing their applications and simplifying report creation.
Cons
  • Users face a notable learning difficulty with Bold Reports due to its complex interface and initial setup challenges.
  • Users report experiencing slow performance with Bold Reports, especially when handling large reports without proper tuning.
  • Users face reporting issues due to limitations in the designer and difficulty in implementation, slowing down development.
  • Users report encountering persistent bugs in Bold Reports, affecting functionality and overall user experience.
  • Users find the complex usage of Bold Reports frustrating, particularly during setup and navigating its intricate features.

What Are Recent G2 Reviews of Bold Reports?

What Are G2 Users Discussing About Bold Reports?

Metabase

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: 9.0/10)
  • Steps to Answer: 8.5/10 (Category avg: 8.3/10)
  • Reports Interface: 8.9/10 (Category avg: 8.8/10)
  • Calculated Fields: 8.3/10 (Category avg: 8.6/10)

Who Is the Company Behind Metabase?

  • Seller: Metabase
  • Year Founded: 2014
  • HQ Location: Lucknow, Uttar Pradesh
  • Twitter: @metabase
    8,751 Twitter followers
  • LinkedIn® Page: www.linkedin.com
    127 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's ease of use and intuitive interface make reporting and data exploration straightforward and quick.
  • Users find the implementation ease of Metabase remarkable, enabling quick insights and effortless data exploration for all skill levels.
  • Users value the intuitive interface of Metabase, enabling effortless report generation and data visualization for everyone.
  • Users value Metabase for its user-friendly data visualization features, empowering anyone to easily create insightful charts.
  • Users laud the easy setup of Metabase, enabling swift connections and intuitive configurations for all skill levels.
Cons
  • Users face slow performance with Metabase, experiencing long query load times and issues with large datasets.
  • Users notice missing features in Metabase, such as limited visualizations and the absence of an AI query assistant.
  • Users experience slow loading times with queries and dashboards, which can lead to frustrating timeouts.
  • Users experience performance issues with Metabase, especially when handling large datasets or high query volumes.
  • Users feel the dashboard creation UI needs improvement and suggest enhancements for visualizations and chart options.

What Are Recent G2 Reviews of Metabase?

What Are G2 Users Discussing About Metabase?

AISquared

AISquared helps enterprises bring AI into production with greater control, visibility, and accountability. As organizations adopt more AI models, agents, and applications, managing them across different teams and systems becomes harder. AISquared’s UNIFI Enterprise AI Control Plane provides a central layer to manage how AI is used across the business. UNIFI helps organizations: 1. Connect AI to enterprise data, models, and applications. 2. Control how AI accesses data, selects models, and takes actions. 3. Govern AI activity with security, permissions, policies, and approval rules. 4. Monitor AI usage, performance, quality, and cost across teams and workflows. 5. Track AI activity with clear audit records and visibility into what happened. 6. Deliver AI into the applications and workflows employees already use. Rather than replacing existing AI tools, UNIFI works across them to give enterprises a common layer of control. Sparx Agent gives business users a simple way to interact with enterprise data and AI, while operating within the controls set through UNIFI. Bolt is AISquared’s family of smaller, task-focused AI models built for common enterprise work such as routing, retrieval, guardrails, and document processing, helping organizations use the right model for each task while managing AI cost and performance. The result is a more controlled and measurable way to move AI from pilots into everyday business operations. Learn more: https://aisquared.ai/ Request a demo: https://aisquared.ai/request-demo/

Average Rating: 4.8/5.0

Total Reviews: 24

How Do G2 Users Rate AISquared?

  • Steps to Answer: 9.2/10 (Category avg: 8.3/10)
  • Reports Interface: 9.5/10 (Category avg: 8.8/10)
  • Calculated Fields: 9.5/10 (Category avg: 8.6/10)

Who Is the Company Behind AISquared?

  • Seller: AISquared
  • Year Founded: 2021
  • HQ Location: Mountain View, CA
  • LinkedIn® Page: www.linkedin.com
    64 employees on LinkedIn®

Who Uses This Product?

  • Company Size: 46% Medium, 33% Small

What Do G2 Reviewers Say About AISquared?

AI-generated summary from verified user reviews

Pros
  • Users value the seamless integrations of AI Squared, enhancing data accessibility and insights directly within their tools.
  • Users value the easy integrations by AISquared, simplifying data connection and enhancing campaign insights effortlessly.
  • Users value the data synchronization capabilities of AISquared, simplifying data management across systems without heavy engineering reliance.
  • Users find AISquared to be an easy-to-use solution, streamlining operations for both technical and non-technical individuals.
  • Users love the intuitive and automated interface of AISquared, significantly improving efficiency in managing store operations.
Cons
  • Users find the initial setup complex, especially without prior rETL experience, which may hinder quick integration.
  • Users find that learning difficulty can hinder initial setup, requiring prior experience for easier integration.
  • Users experience slow performance during data loading and report generation, affecting their troubleshooting efficiency.
  • Users desire more detailed error reporting as slow generation hampers quick troubleshooting during high-volume data processing.
  • Users wish for more pre-built connectors for 3rd party sources, though workarounds are often necessary.

What Are Recent G2 Reviews of AISquared?

The m-Power Development Platform

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: 9.0/10)
  • Steps to Answer: 9.0/10 (Category avg: 8.3/10)
  • Reports Interface: 8.7/10 (Category avg: 8.8/10)
  • Calculated Fields: 8.9/10 (Category avg: 8.6/10)

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

  • Seller: mrc
  • Year Founded: 1981
  • HQ Location: Oak Brook, Illinois
  • Twitter: @mrcproductivity
    312 Twitter followers
  • LinkedIn® Page: www.linkedin.com
    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 client management of m-Power, appreciating tailored solutions and superb support for success.
  • Users praise the exceptional customer support from mrc, facilitating solutions and enhancing their development experience.
  • Users find the ease of learning m-Power offers invaluable, facilitating quick migrations and intuitive application development.
  • Users find the ease of use in m-Power's template system simplifies report migration and application development.
  • Users find easy creation of reports and apps with m-Power's template-based system, enhancing productivity and flexibility.
Cons
  • Users experience difficult navigation due to forgetting modifications and the risk of misplacing widgets while adjusting layouts.
  • Users note a slight learning curve for advanced features, which may challenge those without technical skills at first.
  • Users experience a slight learning curve with advanced features, which may challenge those lacking technical expertise.
  • Users caution about limited customization, as forgetting tweaks or misplacing widgets can disrupt the intended layout.
  • Users express concerns about the poor interface design leading to accidental modifications and confusion during workflow.

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

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

Bijou Barry
BB
Researched and written by Bijou Barry
Updated October 3, 2024