# Best Embedded Business Intelligence Software with Reports Interface Capabilities - Page 2

## How Many Embedded Business Intelligence Software Products Does G2 Track?

**Total Products under this Category:** 151

### Category Stats (Aug 2026)

- **Average Rating:** 4.43/5 The average rating of products in this category, based on all submitted ratings
- **Top Trending Product:** panintelligence (+0.66%) - Among all products in this category, panintelligence recorded the largest rating increase compared to last month

_Last updated: August 06, 2026_

## How Does G2 Rank Embedded Business Intelligence Software Products?

**Why You Can Trust G2's Software Rankings:**

- 30 Analysts and Data Experts
- 18,200+ Authentic Reviews
- 151+ 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=20158&focus%5B%5D=610&focus%5B%5D=612&focus%5B%5D=162504&focus%5B%5D=104521&focus%5B%5D=998&focus%5B%5D=604)

Highlighted products: Tableau, Amazon QuickSight, GoodData.AI, IBM Cognos Analytics, Hex, Sigma, Jaspersoft, and Domo.

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

**Sponsored**

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[Visit website](https://www.g2.com/external_clickthroughs/record?secure%5Bad_program%5D=ppc&secure%5Bad_slot%5D=category_product_list_llm&secure%5Bcategory_id%5D=622&secure%5Bchosen_at%5D=2026-08-09T17%3A27%3A29Z&secure%5Bdisplayable_resource_id%5D=1235&secure%5Bdisplayable_resource_type%5D=Category&secure%5Bmedium%5D=sponsored&secure%5Bplacement_reason%5D=retargeted_product&secure%5Bplacement_resource_ids%5D%5B%5D=1341283&secure%5Bprioritized%5D=false&secure%5Bproduct_id%5D=1341283&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%2Ff%2Freports-interface%3Ffilters%255Bverified_features%255D%255B%255D%3D197%26page%3D2&secure%5Btoken%5D=c01e445fa40c46d4d9d7206605c11cf781e9d63d673184c91c5fccbadea3f282&secure%5Burl%5D=https%3A%2F%2Fthetaxvalet.com%2F&secure%5Burl_type%5D=company_website)

### [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

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

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: 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)  
49 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)

### [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?

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

**Rating:** 5.0/5.0 stars

_— Arpit S._

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

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

**Rating:** 5.0/5.0 stars

_— Abhinandan J._

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

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

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

### [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)

### [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)  
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 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)

### [Plotly Dash Enterprise](https://www.g2.com/products/plotly-dash-enterprise/reviews)

Dash is the trusted solution for operationalizing Python models, allowing data science teams to focus on data and models, while still producing and deploying enterprise-ready apps. What would typically require a team of back-end developers, front-end developers and IT can all be done with Dash. It enables data science teams to build, design, deploy, and securely manage data-driven applications that align with your business goals. Companies can deliver on their data, analytic, and AI initiatives quickly and effectively -- no JavaScript, CSS, CronJobs or DevOps required.

**Average Rating:** 4.8/5.0

**Total Reviews:** 36

#### How Do G2 Users Rate Plotly Dash Enterprise?

- **Has the product been a good partner in doing business?:** 8.8/10 (Category avg: 8.9/10)
- **Steps to Answer:** 7.9/10 (Category avg: 8.3/10)
- **Reports Interface:** 8.5/10 (Category avg: 8.7/10)
- **Calculated Fields:** 9.0/10 (Category avg: 8.5/10)

#### Who Is the Company Behind Plotly Dash Enterprise?

- **Seller:** [Plotly](https://www.g2.com/sellers/plotly)
- **Year Founded:** 2013
- **HQ Location:** Montréal, CA
- **Twitter:** @plotlygraphs  
41,308 Twitter followers
- **LinkedIn® Page:** [www.linkedin.com](https://www.g2.com/external_clickthroughs/record?secure%5Bsource_type%5D=product_profile&secure%5Btoken%5D=333261e482ab8eeda91d8b94f8944150fd0b5c49c67c2f514107b3eda84f9046&secure%5Burl%5D=https%3A%2F%2Fwww.linkedin.com%2Fcompany%2F3327684%2F&secure%5Burl_type%5D=linkedin_company_website)  
107 employees on LinkedIn®

#### Who Uses This Product?

- **Top Industries:** Computer Software
- **Company Size:** 47% Small, 31% Large

#### What Do G2 Reviewers Say About Plotly Dash Enterprise?

_AI-generated summary from verified user reviews_

##### Pros

- Users love the **ease of creating beautiful visualizations** with Drag-and-Drop features in Plotly Dash Enterprise.
- Users love the **coding ease** of Plotly Dash Enterprise, allowing simple chart creation through drag and drop functionality.
- Users value the **customer support** of Plotly Dash Enterprise, enhancing their experience with prompt and effective assistance.
- Users love the **intuitive dashboard management** of Plotly Dash Enterprise, enhancing efficiency with easy visualizations and SQL support.
- Users value the **ease of creating stunning visualizations** in Plotly Dash Enterprise, enhancing their data presentation experience.

#### What Are Recent G2 Reviews of Plotly Dash Enterprise?

**["Its the perfect Data Management"](https://www.g2.com/survey_responses/plotly-dash-enterprise-review-10698270)**

**Rating:** 4.5/5.0 stars

_— Maria F._

[Read full review](https://www.g2.com/survey_responses/plotly-dash-enterprise-review-10698270)

**["Dash Dominance in Creating Interactive Web Apps for Your Data Insights"](https://www.g2.com/survey_responses/plotly-dash-enterprise-review-8889756)**

**Rating:** 5.0/5.0 stars

_— Uttam M._

[Read full review](https://www.g2.com/survey_responses/plotly-dash-enterprise-review-8889756)

#### What Are G2 Users Discussing About Plotly Dash Enterprise?

- [What are 3 benefits of a dashboard?](https://www.g2.com/discussions/dash-what-are-3-benefits-of-a-dashboard)
- [What is the best dashboard software?](https://www.g2.com/discussions/dash-what-is-the-best-dashboard-software)
- [How good is Dash?](https://www.g2.com/discussions/how-good-is-dash)
- [What is the function of a dashboard?](https://www.g2.com/discussions/what-is-the-function-of-a-dashboard)

### [Logi Symphony](https://www.g2.com/products/logi-symphony/reviews)

Logi Symphony enables software teams to rapidly design, build, and embed interactive dashboards and data visualizations with fast connectivity and access to modern data infrastructure. Maintain complete control over the analytics experience while empowering end users to explore, analyze, and share data securely. Logi Symphony allows both medium and enterprise-level companies to bring new Analytics and Business Intelligence capabilities to their applications: -Connect to any data source -Align data with ETL, data performance, data quality, and data structure -Embed dashboards, pixel-perfect reporting, what-if analysis, and self-service directly into your applications -Create content with unparalleled visual and interactive flexibility -Empower your end users with Modern Data Discovery -Augment data with predictive, forecasting, clustering, and outlier analysis -Integrate with fully open APIs and white labeling -Integrate security with single sign-on (SSO) and federated authentication -Low / No code easy embedding (iframeless) -Full extensibility using multiple well-documented APIs -Deploy anywhere (Managed Cloud, On-Premises) -Single or multi-tenant setup The Logi Symphony platform provides the extensibility to meet evolving requirements and match your brand, the embeddability to deliver information in the context in which people work, and the self-service capabilities to address different users' roles and skills. We quickly boost your analytics adoption within your application! With Logi Symphony, you can embed analytics into the fabric of your organization and products - enabling anyone to analyze data, share insights, and make informed decisions. We empower companies to create analytic applications that are purpose-built to users' unique roles and skills, delivered in the context of where users already work and infused within existing workflows and security models.

**Average Rating:** 4.3/5.0

**Total Reviews:** 399

#### How Do G2 Users Rate Logi Symphony?

- **Has the product been a good partner in doing business?:** 9.0/10 (Category avg: 8.9/10)
- **Steps to Answer:** 7.9/10 (Category avg: 8.3/10)
- **Reports Interface:** 8.2/10 (Category avg: 8.7/10)
- **Calculated Fields:** 8.3/10 (Category avg: 8.5/10)

#### Who Is the Company Behind Logi Symphony?

- **Seller:** [insightsoftware](https://www.g2.com/sellers/insightsoftware-f6b45d26-bff9-4340-b3b7-a2076e7bb544)
- **Year Founded:** 2018
- **HQ Location:** Raleigh, North Carolina
- **Twitter:** @insightsoftware  
801 Twitter followers
- **LinkedIn® Page:** [www.linkedin.com](https://www.g2.com/external_clickthroughs/record?secure%5Bsource_type%5D=product_profile&secure%5Btoken%5D=45f57ff92573350df6bcd9e91da2f2601481ee9a56e0e314a016ec9e1f20e11f&secure%5Burl%5D=https%3A%2F%2Fwww.linkedin.com%2Fcompany%2Foutcomes-by-insightsoftware%2F&secure%5Burl_type%5D=linkedin_company_website)  
2,266 employees on LinkedIn®

#### Who Uses This Product?

- **Who Uses This:** Product Manager, Business Intelligence Developer
- **Top Industries:** Computer Software, Information Technology and Services
- **Company Size:** 47% Medium, 30% Small

#### What Do G2 Reviewers Say About Logi Symphony?

_AI-generated summary from verified user reviews_

##### Pros

- Users value the **dashboard customization** in Logi Symphony, enhancing their productivity and project development experience.
- Users find Logi Symphony's **ease of use** enhances productivity and simplifies the development of BI projects.
- Users appreciate the **intuitive design** of Logi Symphony, enhancing productivity in BI project development.
- Users value the **exceptional performance** of Logi Symphony, boosting productivity and simplifying BI project development.

#### What Are Recent G2 Reviews of Logi Symphony?

**["Looking for a good BI Tool? Try Dundas BI, it has all you need and more!"](https://www.g2.com/survey_responses/logi-symphony-review-73991)**

**Rating:** 4.5/5.0 stars

_— Luis S._

[Read full review](https://www.g2.com/survey_responses/logi-symphony-review-73991)

**["Easy to use and very customizable dataviz tool"](https://www.g2.com/survey_responses/logi-symphony-review-9599707)**

**Rating:** 4.0/5.0 stars

_— Felipe B._

[Read full review](https://www.g2.com/survey_responses/logi-symphony-review-9599707)

#### What Are G2 Users Discussing About Logi Symphony?

- [What is Logi Analytics used for?](https://www.g2.com/discussions/what-is-logi-analytics-used-for)

### [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)  
690 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)

### [InetSoft Style Intelligence](https://www.g2.com/products/inetsoft-style-intelligence/reviews)

Style Intelligence is a data intelligence platform for interactive dashboards, analytics, and reporting. At its foundation is a powerful data mashup engine that enables fast and flexible transformation of data from disparate sources which solves data management challenges other business intelligence tools cannot. Designed for rapid deployment, the application maximizes self-service for a range of users from casual business or consumer-type browsers to power users and data scientists.

**Average Rating:** 4.5/5.0

**Total Reviews:** 22

#### How Do G2 Users Rate InetSoft Style Intelligence?

- **Has the product been a good partner in doing business?:** 9.3/10 (Category avg: 8.9/10)
- **Steps to Answer:** 8.1/10 (Category avg: 8.3/10)
- **Reports Interface:** 8.1/10 (Category avg: 8.7/10)
- **Calculated Fields:** 8.6/10 (Category avg: 8.5/10)

#### Who Is the Company Behind InetSoft Style Intelligence?

- **Seller:** [InetSoft Technology](https://www.g2.com/sellers/inetsoft-technology)
- **Year Founded:** 1996
- **HQ Location:** Piscataway, NJ
- **LinkedIn® Page:** [www.linkedin.com](https://www.g2.com/external_clickthroughs/record?secure%5Bsource_type%5D=product_profile&secure%5Btoken%5D=87faa317719dff0d38216c1799c5206af12a10b95cf5546c551403b61d6b25d9&secure%5Burl%5D=https%3A%2F%2Fwww.linkedin.com%2Fcompany%2F91536%2F&secure%5Burl_type%5D=linkedin_company_website)  
61 employees on LinkedIn®

#### Who Uses This Product?

- **Top Industries:** Computer Software, Information Technology and Services
- **Company Size:** 42% Small, 33% Large

#### What Are Recent G2 Reviews of InetSoft Style Intelligence?

**["The best software is only the best if it is effectively supported."](https://www.g2.com/survey_responses/inetsoft-style-intelligence-review-8716951)**

**Rating:** 5.0/5.0 stars

_— Steve H._

[Read full review](https://www.g2.com/survey_responses/inetsoft-style-intelligence-review-8716951)

**["Great customer service and extremely knowledgeable"](https://www.g2.com/survey_responses/inetsoft-style-intelligence-review-5313880)**

**Rating:** 4.5/5.0 stars

_— Alejandro M._

[Read full review](https://www.g2.com/survey_responses/inetsoft-style-intelligence-review-5313880)

#### What Are G2 Users Discussing About InetSoft Style Intelligence?

- [What is InetSoft Style Intelligence used for?](https://www.g2.com/discussions/what-is-inetsoft-style-intelligence-used-for)

### [Pentaho](https://www.g2.com/products/pentaho/reviews)

Pentaho is a modular, enterprise-grade platform that makes it easy to manage complex data—on-premises, in the cloud, or in hybrid environments. Whether structured or unstructured, your data becomes a trusted asset that teams can use to operate with confidence, agility, and control.

**Average Rating:** 4.1/5.0

**Total Reviews:** 48

#### How Do G2 Users Rate Pentaho?

- **Has the product been a good partner in doing business?:** 6.9/10 (Category avg: 8.9/10)
- **Steps to Answer:** 7.9/10 (Category avg: 8.3/10)
- **Reports Interface:** 7.7/10 (Category avg: 8.7/10)
- **Calculated Fields:** 7.6/10 (Category avg: 8.5/10)

#### Who Is the Company Behind Pentaho?

- **Seller:** [Pentaho](https://www.g2.com/sellers/pentaho-d1c9c8d5-c72c-42b5-967d-4a0985833684)
- **Year Founded:** 2004
- **HQ Location:** Santa Clara, CA
- **LinkedIn® Page:** [www.linkedin.com](https://www.g2.com/external_clickthroughs/record?secure%5Bsource_type%5D=product_profile&secure%5Btoken%5D=555f843cd983f54d3a62d9ff75c52e8ef9c7cce106825796eae3e51600f154f4&secure%5Burl%5D=https%3A%2F%2Fwww.linkedin.com%2Fcompany%2Fpentaho%2F&secure%5Burl_type%5D=linkedin_company_website)  
141 employees on LinkedIn®

#### Who Uses This Product?

- **Top Industries:** Information Technology and Services, Internet
- **Company Size:** 48% Medium, 30% Large

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

**["Pentaho to work with external IT services"](https://www.g2.com/survey_responses/pentaho-review-3904972)**

**Rating:** 4.5/5.0 stars

_— Andreas W._

[Read full review](https://www.g2.com/survey_responses/pentaho-review-3904972)

**["Very easy to setup to build Snowflake reports and dashboards"](https://www.g2.com/survey_responses/pentaho-review-4546630)**

**Rating:** 5.0/5.0 stars

_— Verified User in Retail_

[Read full review](https://www.g2.com/survey_responses/pentaho-review-4546630)

### [Keen.io](https://www.g2.com/products/keen-io/reviews)

Keen.io is the complete event data management solution. Our platform can handle all aspects of your event data management, from collection to application. Stream, store, query, and present your data all in one place and get a competitive advantage over the competition. Keen allows you to get a true view of your product usage and interaction through event-based data. We make it easy to dive into the product data you need, allowing you to identify and solve product issues, enhance user experiences, and ship product rollouts faster.

**Average Rating:** 4.4/5.0

**Total Reviews:** 12

#### How Do G2 Users Rate Keen.io?

- **Has the product been a good partner in doing business?:** 9.3/10 (Category avg: 8.9/10)
- **Steps to Answer:** 6.9/10 (Category avg: 8.3/10)
- **Reports Interface:** 7.4/10 (Category avg: 8.7/10)
- **Calculated Fields:** 8.0/10 (Category avg: 8.5/10)

#### Who Is the Company Behind Keen.io?

- **Seller:** [Keen IO](https://www.g2.com/sellers/keen-io)
- **Year Founded:** 2011
- **HQ Location:** San Antonio, Texas
- **Twitter:** @keen\_io  
23,424 Twitter followers
- **LinkedIn® Page:** [www.linkedin.com](https://www.g2.com/external_clickthroughs/record?secure%5Bsource_type%5D=product_profile&secure%5Btoken%5D=74e595b17f983b4fd538a96294c22c293677ad73d22b5cb6f0bec43437260f03&secure%5Burl%5D=https%3A%2F%2Fwww.linkedin.com%2Fcompany%2F2612487%2F&secure%5Burl_type%5D=linkedin_company_website)  
18 employees on LinkedIn®

#### Who Uses This Product?

- **Top Industries:** Computer Software
- **Company Size:** 75% Small, 25% Medium

#### What Are Recent G2 Reviews of Keen.io?

**["Keen.io provides good analytics infrastructure for a large organization"](https://www.g2.com/survey_responses/keen-io-review-552099)**

**Rating:** 4.0/5.0 stars

_— Ryan S._

[Read full review](https://www.g2.com/survey_responses/keen-io-review-552099)

**["Keen is the engine that powers our bespoke analytics platform"](https://www.g2.com/survey_responses/keen-io-review-3041887)**

**Rating:** 4.0/5.0 stars

_— Daniel V._

[Read full review](https://www.g2.com/survey_responses/keen-io-review-3041887)

#### What Are G2 Users Discussing About Keen.io?

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

### [Analyzer](https://www.g2.com/products/analyzer/reviews)

Analyzer™ harnesses a powerful partnership with Microsoft SQL Server Analysis Services. Analyzer’s OLAP-based design lets users explore their data in any direction, allowing them to validate theories and learn more about their business. The seamless integration with SQL Server continues as Analyzer™ helps users build intelligent dashboards and reports using SQL Server’s KPI feature. Leading organizations such as Walmart, L’Oreal, Nissan, LexisNexis, Eli Lilly, DataQuick, Allstate, and Honda have discovered the many benefits of using Analyzer™ for their mission-critical business intelligence. Analyzer™ is currently used by multiple industries and service business models such as SaaS, OEM, Enterprise, Resellers and Partners.

**Average Rating:** 4.2/5.0

**Total Reviews:** 21

#### How Do G2 Users Rate Analyzer?

- **Has the product been a good partner in doing business?:** 9.0/10 (Category avg: 8.9/10)
- **Steps to Answer:** 7.2/10 (Category avg: 8.3/10)
- **Reports Interface:** 8.3/10 (Category avg: 8.7/10)
- **Calculated Fields:** 8.5/10 (Category avg: 8.5/10)

#### Who Is the Company Behind Analyzer?

- **Seller:** [Strategy Companion](https://www.g2.com/sellers/strategy-companion)
- **Year Founded:** 2005
- **HQ Location:** Irvine, CA
- **Twitter:** @StrategyComp  
452 Twitter followers
- **LinkedIn® Page:** [www.linkedin.com](https://www.g2.com/external_clickthroughs/record?secure%5Bsource_type%5D=product_profile&secure%5Btoken%5D=1946f62541313de86c1575be0eadf0a58d576fee2eff72dd594d6d4dd976968d&secure%5Burl%5D=https%3A%2F%2Fwww.linkedin.com%2Fcompany%2F155860%2F&secure%5Burl_type%5D=linkedin_company_website)  
17 employees on LinkedIn®
- **Phone:** 714-460-8398

#### Who Uses This Product?

- **Top Industries:** Computer Software, Information Technology and Services
- **Company Size:** 76% Medium, 14% Small

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

**["Analyzer is a very powerful BI tool"](https://www.g2.com/survey_responses/analyzer-review-196795)**

**Rating:** 4.0/5.0 stars

_— Ryan M._

[Read full review](https://www.g2.com/survey_responses/analyzer-review-196795)

**["Strategy Companion Analyzer"](https://www.g2.com/survey_responses/analyzer-review-195794)**

**Rating:** 5.0/5.0 stars

_— Kameron V._

[Read full review](https://www.g2.com/survey_responses/analyzer-review-195794)

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

Spotfire® is a visual data science platform designed to help organizations address complex, industry-specific challenges by effectively utilizing data. This solution offers a range of flexible packaging options tailored to meet the diverse needs of teams at various stages of their visual data science journey. Turn raw data into real-time decisions with powerful, interactive visual analytics with Spotfire® Analytics. Spotfire Analytics is designed for business agility, enabling every user to explore data visually, uncover patterns quickly, and make confident, data-driven decisions without writing a single line of code. As a self-service visual data science solution, it empowers teams across roles and departments to gain fast, actionable insights that drive impact. With its no-code interactive dashboards and rich visual exploration capabilities, Spotfire Analytics connects natively to hundreds of cloud, on-premises, and real-time data sources. Built-in geoanalytics extend the power of analysis with multi-layer mapping and seamless integration of spatial data, while data wrangling and transformation can be performed directly within the visual interface, making it easy to clean, shape, and blend data as you analyze. AI-assisted recommendations and anomaly detection help uncover hidden patterns, suggest the most meaningful visualizations, and accelerate the path to discovery. Customizable visualizations, workflows, and an intuitive interface ensure that insights are not only easier to create but also easier to share. With seamless collaboration features, Spotfire Analytics enables teams to work together, align on insights, and act decisively. Whether the goal is to analyze trends, detect anomalies, or unlock location-based intelligence, Spotfire Analytics delivers the speed, flexibility, and depth needed to make smarter decisions with confidence. Explore and understand your data visually, uncover hidden insights, and build powerful analytics applications - all without writing a single line of code. Spotfire Analytics combines advanced interactive visualizations and intuitive data wrangling in one environment. Connect to hundreds of data sources, from files to real-time streaming data, and transform messy data directly within your visuals. Built-in AI recommendations help you find patterns, anomalies, and trends faster. With flexible visualizations, spatial analytics, and custom applications, anyone can turn raw data into actionable insights in minutes. Designed for business agility, Spotfire Analytics empowers every user to explore, analyze, and share results confidently - turning questions into decisions. Best for: Analysts, data-savvy professionals, and teams looking to explore and share data visually with maximum flexibility.

**Average Rating:** 4.2/5.0

**Total Reviews:** 328

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

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

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

- **Seller:** [Spotfire](https://www.g2.com/sellers/spotfire-2d87c926-94f3-47ce-8a5d-44d930d7c744)
- **HQ Location:** N/A
- **LinkedIn® Page:** [www.linkedin.com](https://www.g2.com/external_clickthroughs/record?secure%5Bsource_type%5D=product_profile&secure%5Btoken%5D=7dcd1e227e53d0c4eb587e0a0cf8209fa1226ac43f34c44e1a9a242dcc4e5672&secure%5Burl%5D=https%3A%2F%2Fwww.linkedin.com%2Fcompany%2Fspotfire%2F&secure%5Burl_type%5D=linkedin_company_website)  
103 employees on LinkedIn®

#### Who Uses This Product?

- **Who Uses This:** Student, Manager
- **Top Industries:** Oil & Energy, Information Technology and Services
- **Company Size:** 52% Large, 26% Medium

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

_AI-generated summary from verified user reviews_

##### Pros

- Users find Spotfire's **ease of use** exceptional, enabling quick data visualization even for complex datasets.
- Users appreciate the **powerful and flexible data visualization capabilities** of Spotfire Analytics, making complex data exploration effortless.
- Users praise **Spotfire Analytics for transforming complex data into user-friendly interactive visualizations** , making analysis accessible to all team members.
- Users praise the **easy integrations** of Spotfire Analytics, seamlessly connecting diverse data sources for powerful analysis.
- Users love Spotfire Analytics for its **seamless integration and powerful visualization features** , enhancing decision-making and saving valuable time.

##### Cons

- Users find the **learning curve steep** for Spotfire Analytics, particularly with advanced features and data modeling skills.
- Users find **learning difficult** due to the overwhelming number of functions and complex features in Spotfire Analytics.
- Users find Spotfire Analytics to be **relatively expensive** compared to competitors, with high licensing and maintenance costs.
- Users find the **steep learning curve** of Spotfire Analytics challenging, especially regarding advanced features and user interface.
- Users often find the **complexity of Spotfire Analytics** overwhelming initially, especially those new to data modeling or scripting.

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

**["Where data science becomes visual—and actually useful!"](https://www.g2.com/survey_responses/spotfire-analytics-review-11661595)**

**Rating:** 5.0/5.0 stars

_— Leandro A._

[Read full review](https://www.g2.com/survey_responses/spotfire-analytics-review-11661595)

**["A Comprehensive Analytics Platform for Deep, Real-Time Data Insights"](https://www.g2.com/survey_responses/spotfire-analytics-review-11828634)**

**Rating:** 5.0/5.0 stars

_— Manan B._

[Read full review](https://www.g2.com/survey_responses/spotfire-analytics-review-11828634)

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

- [What is TIBCO Spotfire used for?](https://www.g2.com/discussions/what-is-tibco-spotfire-used-for) - 1 comment
- [What is TIBCO Data Science used for?](https://www.g2.com/discussions/what-is-tibco-data-science-used-for)
- [Is Tibco Spotfire free?](https://www.g2.com/discussions/is-tibco-spotfire-free) - 2 comments
- [What is most like Tibco Spotfire?](https://www.g2.com/discussions/what-is-most-like-tibco-spotfire) - 1 comment
- [What's New In Tibco Spotfire?](https://www.g2.com/discussions/what-s-new-in-tibco-spotfire) - 1 comment

### [ClicData](https://www.g2.com/products/clicdata/reviews)

ClicData is a cloud-based data platform that spans multiple product categories: Business Intelligence, ETL, Data Warehousing and Data Lakehouse, Data Visualization, Embedded Analytics, and AI-assisted Analytics. It is built to support the full data lifecycle, from ingestion and storage to transformation, visualization, and distribution, within a single environment. Mid-market companies use ClicData to consolidate data workflows that would otherwise require separate tools for each stage. The platform is used across industries including retail, healthcare, media, manufacturing, and public services, by both centralized data teams and operational groups managing their own reporting needs. Our core capabilities include: - Connecting to databases, cloud applications, APIs, and flat files through a library of pre-built connectors - Storing and organizing data in an integrated data warehouse and data lake structure - Cleaning and transforming data using no-code ETL interfaces or SQL - Building dashboards and reports using a drag-and-drop editor or an AI dashboard builder that generates interactive, fully functional dashboards from plain-language prompts - Scheduling data refreshes, automating alerts, and delivering reports on defined triggers - Embedding dashboards into third-party platforms or client-facing applications - Extending analysis with Python scripts for statistical modeling or machine learning workflows For Leadership and Business Leaders ClicData provides a governed environment where data from multiple sources can be consolidated and made available across teams. It reduces dependency on ad hoc data requests by giving your team leads and operational teams direct access to up-to-date dashboards and reports. AI-assisted features support anomaly detection and automated alerting, so leadership can be notified of significant changes in key metrics without relying on manual monitoring. Scheduling and alerting features support proactive monitoring without manual intervention. For Data Practitioners Data engineers and analysts can manage the full pipeline: ingestion, transformation, modeling, and delivery without switching between tools. ClicData supports both no-code and SQL or Python-based transformation, version-controlled data flows or predictive model development. AI capabilities are accessible at the pipeline level, allowing practitioners to integrate predictive models or automated data quality checks directly into existing data flows. For Operational and Business Users Teams outside of IT can access curated dashboards, apply filters, and work with data that has already been validated upstream. AI-assisted features surface trends, forecasts, and anomalies directly within dashboards, making it possible for non-technical users to act on predictive insights without requiring analytical expertise. Embedded analytics capabilities allow organizations to surface data, including AI-generated insights, directly within the products or portals their end users already work in, without requiring those users to log into a separate BI tool. ClicData addresses the common challenge of fragmented data stacks by covering data engineering, storage, and analytics in one platform. It is suited for growing organizations looking to standardize how data is collected, managed, and consumed across different teams and functions.

**Average Rating:** 4.4/5.0

**Total Reviews:** 36

#### How Do G2 Users Rate ClicData?

- **Has the product been a good partner in doing business?:** 8.8/10 (Category avg: 8.9/10)
- **Steps to Answer:** 7.8/10 (Category avg: 8.3/10)
- **Reports Interface:** 8.6/10 (Category avg: 8.7/10)
- **Calculated Fields:** 8.0/10 (Category avg: 8.5/10)

#### Who Is the Company Behind ClicData?

- **Seller:** [ClicData](https://www.g2.com/sellers/clicdata)
- **Company Website:** www.clicdata.com
- **Year Founded:** 2008
- **HQ Location:** Lille, France
- **Twitter:** @ClicData  
806 Twitter followers
- **LinkedIn® Page:** [www.linkedin.com](https://www.g2.com/external_clickthroughs/record?secure%5Bsource_type%5D=product_profile&secure%5Btoken%5D=968be8f864b99591be22699041798e97c565cee1749b4d0c851d5517ed29c8dc&secure%5Burl%5D=https%3A%2F%2Fwww.linkedin.com%2Fcompany%2F278851%2F&secure%5Burl_type%5D=linkedin_company_website)  
46 employees on LinkedIn®

#### Who Uses This Product?

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

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

**["Quick and simple solution to implement with a responsive and efficient helpdesk team"](https://www.g2.com/survey_responses/clicdata-review-11445571)**

**Rating:** 4.5/5.0 stars

_— Verified User in Restaurants_

[Read full review](https://www.g2.com/survey_responses/clicdata-review-11445571)

**["Outstanding Customer Service and Communication from the ClicData Team"](https://www.g2.com/survey_responses/clicdata-review-12848126)**

**Rating:** 4.0/5.0 stars

_— Verified User in Primary/Secondary Education_

[Read full review](https://www.g2.com/survey_responses/clicdata-review-12848126)

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

- [What are the benefits of business intelligence?](https://www.g2.com/discussions/clicdata-what-are-the-benefits-of-business-intelligence)
- [How do I create a dashboard in ClicData?](https://www.g2.com/discussions/how-do-i-create-a-dashboard-in-clicdata) - 1 comment, 1 upvote
- [Is ClicData free?](https://www.g2.com/discussions/is-clicdata-free) - 1 comment
- [What is CLIC software?](https://www.g2.com/discussions/what-is-clic-software) - 1 comment

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Benefits of Embedded Business Intelligence Software with Reports Interface capabilities include: Reports interface for standard and self-service reports is intuitive and easy to use.

Below are the top-rated Embedded Business Intelligence Software with Reports Interface capabilities, as verified by G2’s Research team. Real users have identified Reports Interface as an important function of Embedded Business Intelligence Software. Compare different products that offer this feature so you can decide which is best for your business needs.

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