# Best Embedded Business Intelligence Software

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

**Total Products under this Category:** 149

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

_Last updated: August 02, 2026_

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

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

- 30 Analysts and Data Experts
- 18,100+ Authentic Reviews
- 149+ Products
- Unbiased Rankings

G2's software rankings are built on verified user reviews, rigorous moderation, and a consistent research methodology maintained by a team of analysts and data experts. Each product is measured using the same transparent criteria, with no paid placement or vendor influence. While reviews reflect real user experiences, which can be subjective, they offer valuable insight into how software performs in the hands of professionals. Together, these inputs power the G2 Score, a standardized way to compare tools within every category.

## G2 Grid® for Embedded Business Intelligence Software
 ![G2 Grid® for Embedded Business Intelligence Software plotting products by satisfaction and market presence](https://www.g2.com/categories/embedded-business-intelligence/grids.png?focus%5B%5D=1213&focus%5B%5D=20158&focus%5B%5D=610&focus%5B%5D=612&focus%5B%5D=162504&focus%5B%5D=104521&focus%5B%5D=604&focus%5B%5D=998)

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

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=domo&focus%5B%5D=jaspersoft)

**Sponsored**

### Embeddable

A developer toolkit for building beautiful, interactive customer-facing dashboards — native, fast, fully white-labelled, with unlimited usage and fixed monthly pricing. Get a quick demo today. Embeddable's built from the ground up for product engineering teams to deliver remarkable charts and dashboards in their customer-facing software applications. With it, you can embed in minutes, load in milliseconds and extend infinitely. ⭐️ Why teams choose Embeddable: • Feels 100% native in your UI/UX • Blazingly-fast performance • Build and iterate in hours, not sprints • Developers genuinely love building with it ⭐️ How it works: • Save sprints of engineering time by building, managing and updating your customer-facing charts and dashboards in a no-code platform. • Easily ship more value to customers with built in features like localisation, exporting options, and enabling your customers to build custom dashboard views. • Take complete control of your frontend UX and UI in code, by extending and theming charts in code — you can even import your own charts from any React charting library. • Load dashboards at speed and at scale with a lightning-fast data service and multiple layers of configurable cache. Charts are rendered via a lightweight, secure and performant web component or native React/Vue embed (no iframes!). • Keep your developers happy with intuitive SDKs and APIs, CI/CD, version control, and secure deployments (to QA, staging and production). • Connect with any stack- connects to all major databases, works with multi-tenant or single-tenant apps, embeds in any frontend. Unlike BI platforms designed for internal reporting, Embeddable helps product and engineering teams ship dashboards that look and feel like part of their product — fast, customizable, and enterprise-ready. ⭐️ Who is Embeddable for? • Product and engineering teams building charts and dashboards into SaaS applications. • Teams looking to reduce development costs and complexity of managing a custom in-house build. • Teams looking to get faster loading speeds and more control of their UX/UI than their legacy embedded analytics tool affords them. • We work with companies of all sizes, from startups to enterprises (check our website!) • SaaS applications with either single tenant or multi-tenant database architectures. With Embeddable, teams deliver production-ready dashboards in 10% of the time, reduce ongoing maintenance, and create customer experiences that drive adoption, retention, and revenue. Want to run a proof of concept? Head over to our website 👇

[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=2026-08-03T18%3A04%3A05Z&secure%5Bdisplayable_resource_id%5D=622&secure%5Bdisplayable_resource_type%5D=Category&secure%5Bmedium%5D=sponsored&secure%5Bplacement_reason%5D=page_category&secure%5Bplacement_resource_ids%5D%5B%5D=622&secure%5Bprioritized%5D=false&secure%5Bproduct_id%5D=1330103&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%3Fopen_modal_url%3D%252Fproducts%252Fqlik-sense%252Fwishlists%253Fhost_path%253D%25252Fcategories%25252Fembedded-business-intelligence%2526source%253Dcategory&secure%5Btoken%5D=eddb6cbe7037e98494601dbe88c95ef2c451c47d04db40380abfd64e90f533b4&secure%5Burl%5D=https%3A%2F%2Fembeddable.com%2F%3Futm_source%3Dg2%26utm_campaign%3Dq22026%26utm_medium%3Dcpc&secure%5Burl_type%5D=custom_url)

### [Tableau](https://www.g2.com/products/tableau/reviews)

Tableau is the world’s leading AI-powered analytics platform. Whether you are a business user or an analyst, Tableau turns trusted data into actionable insights. With our flexible, interoperable platform, you can: Turn data into action at scale with human and agent collaboration. Tableau Next delivers agentic AI for faster data-insight-action workflows. It surfaces insights, provides proactive recommendations, and helps you take action in the flow of work. Scale data-driven insights with complete operational confidence. Tableau Cloud enables fully managed analytics at scale. It accelerates your time to value and gives you access to the latest AI-powered innovations. Deploy visual, self-service analytics with unmatched control and flexibility. Tableau Server meets your organization's governance and security needs. It provides enterprise-grade, self-service analytics on-premise or in your private cloud.

**Average Rating:** 4.4/5.0

**Total Reviews:** 3,679

#### How Do G2 Users Rate Tableau?

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

#### Who Is the Company Behind Tableau?

- **Seller:** [Salesforce](https://www.g2.com/sellers/salesforce)
- **Company Website:** www.salesforce.com
- **Year Founded:** 1999
- **HQ Location:** San Francisco, CA
- **Twitter:** @salesforce  
579,511 Twitter followers
- **LinkedIn® Page:** [www.linkedin.com](https://www.g2.com/external_clickthroughs/record?secure%5Bsource_type%5D=product_profile&secure%5Btoken%5D=c04f36289ca03aeff007197f1d9e74e925e328ed6bcfaff98911c78b3ab382f7&secure%5Burl%5D=https%3A%2F%2Fwww.linkedin.com%2Fcompany%2F3185%2F&secure%5Burl_type%5D=linkedin_company_website)  
83,223 employees on LinkedIn®

#### Who Uses This Product?

- **Who Uses This:** Data Analyst, Business Analyst
- **Top Industries:** Information Technology and Services, Computer Software
- **Company Size:** 41% Large, 36% Medium

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

_AI-generated summary from verified user reviews_

##### Pros

- Users find Tableau's **ease of use** essential for creating interactive dashboards without heavy coding or complex setups.
- Users value Tableau's **data visualization capabilities** , enabling the creation of interactive, clear dashboards that enhance decision-making.
- Users love Tableau for its **powerful visualization capabilities** , enabling clear, interactive dashboards and real-time data insights.
- Users value the **interactive dashboards** of Tableau, enhancing data visualization and simplifying complex reporting tasks seamlessly.
- Users love Tableau's **intuitive interface** , making complex data visualization and dashboard creation easy and accessible.

##### Cons

- Users find the **learning curve steep** , making it challenging to fully integrate Tableau with Salesforce and MS products.
- Users face a **steep learning curve** with Tableau, making it challenging for new users to become proficient.
- Users report that the **high licensing cost** of Tableau can be a significant barrier, especially for smaller teams.
- Users report **slow performance** with large datasets, impacting their experience and efficiency in Tableau.
- Users find Tableau's **onboarding and complexity** challenging, making it tougher to transition from simpler tools like MS products.

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

**["Turning Complex Data into Actionable Insights"](https://www.g2.com/survey_responses/tableau-review-13075232)**

**Rating:** 5.0/5.0 stars

_— Murtuza L._

[Read full review](https://www.g2.com/survey_responses/tableau-review-13075232)

**["Clear data means quick decisions."](https://www.g2.com/survey_responses/tableau-review-13124621)**

**Rating:** 4.5/5.0 stars

_— Libia B._

[Read full review](https://www.g2.com/survey_responses/tableau-review-13124621)

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

- [How are business intelligence professionals using Tableau's latest visualization tools to interpret complex data sets?](https://www.g2.com/discussions/how-are-business-intelligence-professionals-using-tableau-s-latest-visualization-tools-to-interpret-complex-data-sets) - 2 comments
- [What is Salesforce CRM Analytics (formerly Tableau CRM) used for?](https://www.g2.com/discussions/what-is-salesforce-crm-analytics-formerly-tableau-crm-used-for)
- [Do I need Tableau Desktop if I have Tableau Server?](https://www.g2.com/discussions/tableau-do-i-need-tableau-desktop-if-i-have-tableau-server) - 2 comments
- [Do I need Tableau Desktop if I have Tableau Server?](https://www.g2.com/discussions/do-i-need-tableau-desktop-if-i-have-tableau-server) - 2 comments
- [What's New in Tableau Server?](https://www.g2.com/discussions/what-s-new-in-tableau-server) - 1 comment

### [Amazon QuickSight](https://www.g2.com/pt/products/amazon-quicksight/reviews)

Amazon QuickSight é um serviço de inteligência de negócios (BI) unificado baseado em nuvem em escala hiperescalar. Com o QuickSight, todos os usuários podem atender a diferentes necessidades analíticas a partir da mesma fonte de verdade por meio de dashboards interativos modernos, relatórios paginados, consultas em linguagem natural e análises incorporadas. Com o Amazon Q no QuickSight, analistas de negócios e usuários de negócios podem usar linguagem natural para construir, descobrir e compartilhar insights significativos em segundos, transformando insights em impacto mais rapidamente. Mais de 100.000 clientes usam o Amazon QuickSight.

**Average Rating:** 4.3/5.0

**Total Reviews:** 677

#### How Do G2 Users Rate Amazon QuickSight?

- **the product tem sido um bom parceiro comercial?:** 8.3/10 (Category avg: 8.9/10)
- **Passos para responder:** 8.0/10 (Category avg: 8.3/10)
- **Interface de Relatórios:** 8.2/10 (Category avg: 8.7/10)
- **Campos calculados:** 8.0/10 (Category avg: 8.5/10)

#### Who Is the Company Behind Amazon QuickSight?

- **Vendedor:** [Amazon Web Services (AWS)](https://www.g2.com/pt/sellers/amazon-web-services-aws-3e93cc28-2e9b-4961-b258-c6ce0feec7dd)
- **Ano de Fundação:** 2006
- **Localização da Sede:** Seattle, WA
- **Twitter:** @awscloud  
2,232,483 seguidores no Twitter
- **Página do LinkedIn®:** [www.linkedin.com](https://www.g2.com/pt/external_clickthroughs/record?secure%5Bsource_type%5D=product_profile&secure%5Btoken%5D=072881eee28a2afe24f8d1bda9f20e3e146b9fb4b214f216411ce2ed6898b31e&secure%5Burl%5D=https%3A%2F%2Fwww.linkedin.com%2Fcompany%2Famazon-web-services%2F&secure%5Burl_type%5D=linkedin_company_website)  
147,094 funcionários no LinkedIn®
- **Propriedade:** NASDAQ: AMZN

#### Who Uses This Product?

- **Who Uses This:** Analista de Dados, Engenheiro de Software
- **Top Industries:** Software de Computador, Tecnologia da Informação e Serviços
- **Company Size:** 40% Small, 36% Medium

#### What Do G2 Reviewers Say About Amazon QuickSight?

_AI-generated summary from verified user reviews_

##### Pros

- Os usuários apreciam a **integração perfeita com os serviços da AWS** , permitindo a criação rápida e eficaz de painéis.
- Os usuários acham o Amazon QuickSight **muito fácil de usar** , integrando-se perfeitamente com a AWS para uma experiência tranquila.
- Os usuários apreciam as **integrações fáceis** do Amazon QuickSight, aumentando a conveniência com a AWS e outras fontes de dados.
- Os usuários valorizam os **painéis interativos e ferramentas de visualização de dados** do Amazon QuickSight, aprimorando insights em tempo real para seus negócios.
- Os usuários admiram a **gestão interativa de painéis** do Amazon QuickSight, permitindo uma visualização de dados perfeita e insights em tempo real.

##### Cons

- Os usuários acham que as **opções limitadas de personalização** do Amazon QuickSight restringem a flexibilidade de suas necessidades de relatórios.
- Os usuários acham a **curva de aprendizado íngreme** , exigindo conhecimento adicional de AWS para o uso eficaz dos recursos do QuickSight.
- Os usuários acham as **opções de visualização limitadas** , tornando difícil alcançar as personalizações e interatividade desejadas no painel.
- Os usuários encontram **recursos ausentes** no Amazon QuickSight, particularmente faltando personalização e análises avançadas em comparação com os concorrentes.
- Os usuários acham que o **design ruim da interface** do Amazon QuickSight prejudica a usabilidade e dificulta uma análise de dados mais aprofundada.

#### What Are Recent G2 Reviews of Amazon QuickSight?

**["BI Rápido e Sem Servidor com Integração AWS Sem Costura"](https://www.g2.com/pt/survey_responses/amazon-quicksight-review-11692248)**

**Rating:** 4.5/5.0 stars

_— Jawher S._

[Read full review](https://www.g2.com/pt/survey_responses/amazon-quicksight-review-11692248)

**["Relatórios Simplificados com Recursos Robustos"](https://www.g2.com/pt/survey_responses/amazon-quicksight-review-11360363)**

**Rating:** 4.0/5.0 stars

_— Dilip Kumar P._

[Read full review](https://www.g2.com/pt/survey_responses/amazon-quicksight-review-11360363)

#### What Are G2 Users Discussing About Amazon QuickSight?

- [Para que é usado o Amazon QuickSight?](https://www.g2.com/pt/discussions/what-is-amazon-quicksight-used-for) - 2 comments, 1 upvote
- [O que há de novo no QuickSight?](https://www.g2.com/pt/discussions/what-is-new-in-quicksight) - 1 comment, 1 upvote
- [O AWS QuickSight é gratuito?](https://www.g2.com/pt/discussions/is-aws-quicksight-free) - 2 comments, 1 upvote
- [Como funciona o AWS QuickSight?](https://www.g2.com/pt/discussions/how-does-aws-quicksight-work) - 2 comments, 1 upvote
- [O que é o Amazon QuickSight?](https://www.g2.com/pt/discussions/what-is-amazon-quicksight) - 2 comments, 1 upvote

### [GoodData.AI](https://www.g2.com/products/gooddata-ai/reviews)

GoodData is the full-stack, AI-native decision intelligence platform that helps businesses turn data into actionable, enterprise-grade insights. Designed for governed, scalable analytics, GoodData enables organizations to build, operationalize, and embed decisions, workflows, and AI agents directly within products and business workflows. The platform combines Analytics as Code, a governed semantic and metrics layer, APIs, SDKs, and open AI interoperability to help teams create composable analytics and AI experiences across products, workflows, and customer environments. From embedded analytics and dashboards to assistants, AI workflows, and interoperable agents, GoodData gives teams the foundation to move from insight to action with governance, performance, and deployment flexibility built in. Today, GoodData serves over 140,000 companies and 3.2 million users worldwide.

**Average Rating:** 4.3/5.0

**Total Reviews:** 593

#### How Do G2 Users Rate GoodData.AI?

- **Has the product been a good partner in doing business?:** 8.4/10 (Category avg: 8.9/10)
- **Steps to Answer:** 8.3/10 (Category avg: 8.3/10)
- **Reports Interface:** 8.6/10 (Category avg: 8.7/10)
- **Calculated Fields:** 8.2/10 (Category avg: 8.5/10)

#### Who Is the Company Behind GoodData.AI?

- **Seller:** [GoodData.AI](https://www.g2.com/sellers/gooddata-ai)
- **Company Website:** www.gooddata.ai
- **Year Founded:** 2007
- **HQ Location:** San Francisco, CA
- **Twitter:** @gooddata  
1 Twitter followers
- **LinkedIn® Page:** [www.linkedin.com](https://www.g2.com/external_clickthroughs/record?secure%5Bsource_type%5D=product_profile&secure%5Btoken%5D=e5a1c6cbfee9b89e71cb10716afc3c0457a18ef9dc9fabd21bb732987bcd600a&secure%5Burl%5D=https%3A%2F%2Fwww.linkedin.com%2Fcompany%2F202760%2F&secure%5Burl_type%5D=linkedin_company_website)  
281 employees on LinkedIn®

#### Who Uses This Product?

- **Who Uses This:** Data Analyst, Product Manager
- **Top Industries:** Computer Software, Consumer Services
- **Company Size:** 44% Medium, 40% Small

#### What Do G2 Reviewers Say About GoodData.AI?

_AI-generated summary from verified user reviews_

##### Pros

- Users find the **ease of use** of GoodData.AI impressive, with an intuitive interface that enhances their business operations.
- Users appreciate the **easy-to-use data visualization** features of GoodData.AI, enhancing accessibility for trend analysis and reporting.
- Users value the **quick integration** of GoodData.AI, enhancing workflow with seamless connections to various systems.
- Users highlight the **intuitive user interface** of GoodData.AI, making it easy for newcomers to utilize its features.
- Users value the **customization capabilities** of GoodData.AI, enhancing flexibility and enabling tailored business insights.

##### Cons

- Users find the **learning curve steep** for GoodData.AI, especially for those unfamiliar with data modeling concepts.
- Users find **learning GoodData.AI challenging** , especially those with backgrounds in non-relational databases, due to its complexity.
- Users find the **missing features** of GoodData.AI frustrating, limiting customization and functionality for workflows and graphics.
- Users find GoodData.AI's interface **complex** , especially when dealing with advanced features and data relationships.
- Users find the **limited customization** options in GoodData.AI restrictive, hindering their ability to tailor the product effectively.

#### What Are Recent G2 Reviews of GoodData.AI?

**["Mosaic & Semantic Layer Unite Our Data, Plus Helpful AI Dashboard Suggestions"](https://www.g2.com/survey_responses/gooddata-ai-review-12912613)**

**Rating:** 5.0/5.0 stars

_— Jeff P._

[Read full review](https://www.g2.com/survey_responses/gooddata-ai-review-12912613)

**["Flexible and powerful platform for embedded analytics"](https://www.g2.com/survey_responses/gooddata-ai-review-11210819)**

**Rating:** 4.0/5.0 stars

_— Gina H._

[Read full review](https://www.g2.com/survey_responses/gooddata-ai-review-11210819)

### [IBM Cognos Analytics](https://www.g2.com/products/ibm-cognos-analytics/reviews)

IBM Cognos Analytics is a business intelligence and analytics solution that uses agentic AI to help teams transform trusted data into actionable insights, build governed analytical applications, and make better decisions. Teams can explore data, monitor KPIs, analyze performance, forecast trends, and share insights across the business. The solution is built for business leaders, analysts, report authors, IT teams, and data governance teams that need governed reporting, self-service analytics, data modeling, and flexible deployment options. Common use cases include enterprise reporting, operational reporting, financial reporting, dashboarding, performance management, forecasting, and governed self-service analytics. It supports both centralized BI teams and distributed users who need consistent access to trusted analytics. Key capabilities: 1. Create governed reports and dashboards: Build, schedule, distribute, and manage reports, dashboards, and visualizations for teams, executives, and stakeholders. Support routine reporting, business reviews, and purpose-built analytical applications with consistent information. 2. Explore data with control: Use self-service analytics, certified data models, governed metrics, access controls, and auditability to keep reporting consistent across teams and departments. 3. Analyze and forecast faster: Use natural-language assistance, automated insights, and forecasting to help users understand data faster in supported versions and deployments. 4. Put Reporting Agents to work: Use agentic AI capabilities in supported versions and deployments to find reports, summarize results, share insights, and create or refine reports using natural language. 5. Deploy where the business needs it: Run Cognos Analytics in on-premises, IBM-hosted, hybrid, or certified container environments to align with infrastructure, security, and governance requirements. Cognos Analytics helps organizations reduce repetitive reporting work, improve consistency across metrics and dashboards, and make governed data analytics easier to access across the business.

**Average Rating:** 4.1/5.0

**Total Reviews:** 438

#### How Do G2 Users Rate IBM Cognos Analytics?

- **Has the product been a good partner in doing business?:** 7.8/10 (Category avg: 8.9/10)
- **Steps to Answer:** 7.6/10 (Category avg: 8.3/10)
- **Reports Interface:** 8.0/10 (Category avg: 8.7/10)
- **Calculated Fields:** 8.1/10 (Category avg: 8.5/10)

#### Who Is the Company Behind IBM Cognos Analytics?

- **Seller:** [IBM](https://www.g2.com/sellers/ibm)
- **Company Website:** www.ibm.com
- **Year Founded:** 1911
- **HQ Location:** Armonk, New York, United States
- **Twitter:** @IBMSecurity  
74,660 Twitter followers
- **LinkedIn® Page:** [www.linkedin.com](https://www.g2.com/external_clickthroughs/record?secure%5Bsource_type%5D=product_profile&secure%5Btoken%5D=14b544adaece4fdbc987f1d7f7028048c22259946811200cc751263825586af9&secure%5Burl%5D=https%3A%2F%2Fwww.linkedin.com%2Fcompany%2F1009%2F&secure%5Burl_type%5D=linkedin_company_website)  
328,202 employees on LinkedIn®

#### Who Uses This Product?

- **Who Uses This:** Software Engineer, Analyst
- **Top Industries:** Information Technology and Services, Financial Services
- **Company Size:** 58% Large, 26% Medium

#### What Do G2 Reviewers Say About IBM Cognos Analytics?

_AI-generated summary from verified user reviews_

##### Pros

- Users appreciate the **ease of use** of IBM Cognos Analytics, enjoying intuitive features for reporting and analysis.
- Users appreciate the **quick and easy report generation** capabilities of IBM Cognos Analytics, enhancing their data analysis experience.
- Users appreciate the **in-depth adaptable dashboards** of IBM Cognos Analytics for generating insightful reports and visuals.
- Users value the **effortless data visualization** of IBM Cognos Analytics, enhancing understanding through engaging and adaptable dashboards.
- Users value the **intuitive user interface** of IBM Cognos Analytics, enhancing data comprehension and report creation efforts.

##### Cons

- Users find the **learning curve steep** , making initial navigation and integration with other software challenging.
- Users find the **learning difficulty** of IBM Cognos Analytics challenging, requiring substantial training and patience for effective use.
- Users experience **slow performance** with IBM Cognos Analytics, especially with complex reports and large data sets.
- Users find the **complexity** of building reports in IBM Cognos Analytics a significant barrier due to steep learning curves.
- Users find the **complex usage** of IBM Cognos Analytics challenging, particularly for new users navigating advanced features.

#### What Are Recent G2 Reviews of IBM Cognos Analytics?

**["Powerful Reporting, Less Modern Interface"](https://www.g2.com/survey_responses/ibm-cognos-analytics-review-13048146)**

**Rating:** 4.0/5.0 stars

_— Nunna H._

[Read full review](https://www.g2.com/survey_responses/ibm-cognos-analytics-review-13048146)

**["Powerful, Scalable Analytics with Interactive Dashboards and Strong Governance"](https://www.g2.com/survey_responses/ibm-cognos-analytics-review-12770018)**

**Rating:** 4.0/5.0 stars

_— Arkajit D._

[Read full review](https://www.g2.com/survey_responses/ibm-cognos-analytics-review-12770018)

#### What Are G2 Users Discussing About IBM Cognos Analytics?

- [What is IBM Cognos Analytics with Watson used for?](https://www.g2.com/discussions/what-is-ibm-cognos-analytics-with-watson-used-for) - 1 comment

### [Hex](https://www.g2.com/pt/products/hex-tech-hex/reviews)

Hex é a plataforma de análise de IA favorita do mundo. Com o Hex, qualquer pessoa pode explorar dados usando linguagem natural, com ou sem código, tudo em um contexto confiável, em uma plataforma única e alimentada por IA.[Comece agora](https://app.hex.tech/signup?source=g2)[Solicite uma demonstração](https://hex.tech/request-a-demo/?source=g2)

**Average Rating:** 4.5/5.0

**Total Reviews:** 402

#### How Do G2 Users Rate Hex?

- **the product tem sido um bom parceiro comercial?:** 9.1/10 (Category avg: 8.9/10)
- **Passos para responder:** 7.6/10 (Category avg: 8.3/10)
- **Interface de Relatórios:** 8.3/10 (Category avg: 8.7/10)
- **Campos calculados:** 7.7/10 (Category avg: 8.5/10)

#### Who Is the Company Behind Hex?

- **Vendedor:** [Hex Tech](https://www.g2.com/pt/sellers/hex-tech)
- **Website da Empresa:** hex.tech
- **Ano de Fundação:** 2019
- **Localização da Sede:** San Francisco, US
- **Twitter:** @\_hex\_tech  
6,982 seguidores no Twitter
- **Página do LinkedIn®:** [www.linkedin.com](https://www.g2.com/pt/external_clickthroughs/record?secure%5Bsource_type%5D=product_profile&secure%5Btoken%5D=18531fc4e6d51a8771f4a2f229024fea767874199650a484a62b89cd4abe5f24&secure%5Burl%5D=https%3A%2F%2Fwww.linkedin.com%2Fcompany%2Fhex-technologies%2F&secure%5Burl_type%5D=linkedin_company_website)  
249 funcionários no LinkedIn®

#### Who Uses This Product?

- **Who Uses This:** Analista de Dados, Cientista de Dados
- **Top Industries:** Software de Computador, Tecnologia da Informação e Serviços
- **Company Size:** 53% Medium, 22% Small

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

_AI-generated summary from verified user reviews_

##### Pros

- Os usuários acham o Hex **extremamente fácil de usar** , desfrutando de uma integração perfeita e implementação rápida para projetos de dados.
- Os usuários apreciam a **integração perfeita de SQL e Python** , aprimorando sua experiência de análise e visualização de dados no Hex.
- Os usuários elogiam o Hex por sua **gestão de dados amigável** , permitindo fácil integração e colaboração entre vários bancos de dados.
- Os usuários apreciam a **consulta SQL sem interrupções** no Hex, aprimorando a análise de dados com integração sem esforço e ferramentas intuitivas.
- Os usuários apreciam as **capacidades de análise de dados contínua e interativa** do Hex, melhorando a colaboração e a eficiência.

##### Cons

- Os usuários destacam **recursos limitados** no Hex, observando restrições nas capacidades do painel e falta de ferramentas de IA úteis.
- Os usuários encontram **recursos ausentes** no Hex, como visualização de dados inadequada e falta de abas de resultados salvos.
- Os usuários observam que o Hex está **faltando recursos essenciais** para criação de painéis e eficiência computacional em comparação com os concorrentes.
- Os usuários experimentam **desempenho lento** com o Hex, especialmente em máquinas virtuais e durante tarefas rotineiras.
- Os usuários enfrentam **problemas de gerenciamento de dados** com o Hex, incluindo falhas em execuções agendadas e depuração desafiadora de notebooks.

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

**["Espaço de Trabalho Colaborativo Tudo-em-Um para SQL, Python e Painéis Interativos"](https://www.g2.com/pt/survey_responses/hex-review-13125920)**

**Rating:** 4.5/5.0 stars

_— Ravindra N._

[Read full review](https://www.g2.com/pt/survey_responses/hex-review-13125920)

**["Incrível IA e Autocompletar SQL que Acelera Meu Trabalho"](https://www.g2.com/pt/survey_responses/hex-review-12687305)**

**Rating:** 4.0/5.0 stars

_— Paco R._

[Read full review](https://www.g2.com/pt/survey_responses/hex-review-12687305)

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

- [Para que é usada a Hex Technologies?](https://www.g2.com/pt/discussions/what-is-hex-technologies-used-for)

### [Sigma](https://www.g2.com/pt/products/sigma-computing-sigma/reviews)

Sigma é a camada de execução de IA para análises, agentes e aplicativos construídos sobre dados de armazém ao vivo. É uma plataforma de análise em nuvem e inteligência de negócios que ajuda equipes de negócios e técnicas a explorar dados ao vivo, criar relatórios e aplicativos, e implantar agentes de IA diretamente em um armazém de dados em nuvem, usando uma interface de planilha familiar junto com SQL, Python e IA. - Análises: Use Sigma para cargas de trabalho clássicas de inteligência de negócios, como relatórios perfeitos em pixels, análises incorporadas e acesso self-service a dados em uma interface semelhante ao Excel. Construa com IA, funções de planilha, SQL ou Python. - Agentes: Implemente agentes de IA que atuam sobre dados ao vivo e executam fluxos de trabalho de múltiplas etapas. Construa-os com linguagem natural e sua escolha de LLM empresarial ou IA de armazém. - Aplicativos: Construa Aplicativos de IA para trabalhos operacionais como planejamento e previsão, modelagem de cenários e roteamento de aprovações, com feedback e governança configurados automaticamente. Todo artefato no Sigma herda a segurança, permissões e acesso a nível de linha já definidos no armazém de dados em nuvem. Como a governança é aplicada na fonte, qualquer coisa que uma equipe construa é aprovada pela TI desde o início. Sigma resolve um trade-off persistente no trabalho com dados empresariais. As equipes de negócios normalmente esperam por uma equipe central de dados para criar relatórios e ferramentas, enquanto ferramentas ad hoc de construção de IA e aplicativos produzem trabalhos que ficam fora do controle da TI. Sigma remove esse trade-off mantendo análise, relatórios, aplicativos e agentes em dados de armazém ao vivo sob um único conjunto de permissões, para que usuários não técnicos construam o que precisam enquanto a TI mantém um sistema único e auditável de controle. Fundada em 2014, Sigma é uma empresa privada com sede em São Francisco, com escritórios em Nova York, Londres e Sydney. Mais de 2.000 empresas confiam na Sigma, incluindo DoorDash, Blackstone, JPMorgan Chase e Figma. Sigma é a parceira de inteligência de negócios do ano tanto para Snowflake (2023-2026) quanto para Databricks (2025-2026).

**Average Rating:** 4.4/5.0

**Total Reviews:** 544

#### How Do G2 Users Rate Sigma?

- **the product tem sido um bom parceiro comercial?:** 9.1/10 (Category avg: 8.9/10)
- **Passos para responder:** 8.4/10 (Category avg: 8.3/10)
- **Interface de Relatórios:** 8.6/10 (Category avg: 8.7/10)
- **Campos calculados:** 8.7/10 (Category avg: 8.5/10)

#### Who Is the Company Behind Sigma?

- **Vendedor:** [Sigma Computing](https://www.g2.com/pt/sellers/sigma-computing)
- **Website da Empresa:** www.sigmacomputing.com
- **Ano de Fundação:** 2014
- **Localização da Sede:** San Francisco, California
- **Twitter:** @sigmacomputing  
1,556 seguidores no Twitter
- **Página do LinkedIn®:** [www.linkedin.com](https://www.g2.com/pt/external_clickthroughs/record?secure%5Bsource_type%5D=product_profile&secure%5Btoken%5D=5e14ee06cc1c883d366c909e7de99c7c57ae9e81a07430a53fa07ee0dbfed5f4&secure%5Burl%5D=https%3A%2F%2Fwww.linkedin.com%2Fcompany%2F7801411%2F&secure%5Burl_type%5D=linkedin_company_website)  
1,415 funcionários no LinkedIn®

#### Who Uses This Product?

- **Who Uses This:** Analista de Dados, Gerente de Sucesso do Cliente
- **Top Industries:** Tecnologia da Informação e Serviços, Software de Computador
- **Company Size:** 58% Medium, 21% Large

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

_AI-generated summary from verified user reviews_

##### Pros

- Os usuários apreciam a **facilidade de uso** do Sigma, achando-o intuitivo e simples de aprender e navegar.
- Os usuários adoram a **interface amigável** do Sigma, tornando fácil criar e gerenciar métricas e painéis.
- Os usuários valorizam o **suporte ao cliente responsivo** da Sigma, garantindo resoluções rápidas e assistência eficaz para suas necessidades.
- Os usuários acham as **capacidades de manipulação de dados** do Sigma inestimáveis, simplificando o processamento e a visualização para projetos diários.
- Os usuários apreciam como o Sigma fornece **visualizações de dados claras e interativas** , tornando conjuntos de dados complexos fáceis de analisar e entender.

##### Cons

- Os usuários relatam que **os tempos de carregamento podem ser lentos** , causando ineficiências e frustração durante o uso do Sigma.
- Os usuários experimentam **desempenho lento** com o Sigma, especialmente ao lidar com tarefas complexas ou conjuntos de dados maiores.
- Os usuários encontram **opções limitadas de personalização** no Sigma, restringindo visualizações avançadas e formatação flexível para suas necessidades.
- Os usuários acham a **curva de aprendizado íngreme** , lutando para navegar na construção de painéis e com recursos limitados para suporte.
- Os usuários observam as **funcionalidades ausentes** no Sigma, como visualizações limitadas e falta de integração com scripts, afetando a flexibilidade.

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

**["Ferramenta de BI Mais Fácil: Dados do Snowflake ao Vivo em uma Experiência Semelhante a uma Planilha"](https://www.g2.com/pt/survey_responses/sigma-review-12573150)**

**Rating:** 4.0/5.0 stars

_— Keerthan P._

[Read full review](https://www.g2.com/pt/survey_responses/sigma-review-12573150)

**["Sigma desbloqueia o valor dos dados para nossa organização"](https://www.g2.com/pt/survey_responses/sigma-review-10895340)**

**Rating:** 5.0/5.0 stars

_— Austin M._

[Read full review](https://www.g2.com/pt/survey_responses/sigma-review-10895340)

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

- [Para que é usado o Sigma?](https://www.g2.com/pt/discussions/what-is-sigma-used-for) - 1 comment

### [Jaspersoft](https://www.g2.com/pt/products/jaspersoft/reviews)

Jaspersoft é uma solução de relatórios e análises incorporadas que permite flexibilidade, aumenta a produtividade e dá ao seu negócio o poder de integrar dados perfeitamente em suas aplicações exatamente como você deseja. Seu robusto mecanismo de relatórios permite que os usuários criem relatórios "pixel-perfect" em múltiplos formatos (PDF, Excel, HTML) para distribuição escalável. Também pode capacitar usuários de negócios com capacidades de relatórios ad-hoc, permitindo relatórios e visualizações personalizadas sem necessidade de conhecimento técnico extenso. Implantável em ambientes on-premises, nuvem privada ou híbrida, e compatível com os principais provedores como AWS, Azure e Google Cloud, o Jaspersoft ajuda as empresas a tomarem decisões baseadas em dados. Ter uma plataforma pronta para uso e personalizável para inteligência de negócios ajuda a reduzir a carga sobre as equipes de desenvolvimento e permite que os usuários criem, gerenciem e entreguem facilmente insights acionáveis diretamente dentro das aplicações que utilizam.

**Average Rating:** 4.1/5.0

**Total Reviews:** 207

#### How Do G2 Users Rate Jaspersoft?

- **the product tem sido um bom parceiro comercial?:** 8.5/10 (Category avg: 8.9/10)
- **Passos para responder:** 7.7/10 (Category avg: 8.3/10)
- **Interface de Relatórios:** 8.1/10 (Category avg: 8.7/10)
- **Campos calculados:** 8.1/10 (Category avg: 8.5/10)

#### Who Is the Company Behind Jaspersoft?

- **Vendedor:** [Actian Corporation](https://www.g2.com/pt/sellers/actian-corporation)
- **Website da Empresa:** www.actian.com
- **Ano de Fundação:** 1980
- **Localização da Sede:** Palo Alto, CA
- **Twitter:** @ActianCorp  
2,864 seguidores no Twitter
- **Página do LinkedIn®:** [www.linkedin.com](https://www.g2.com/pt/external_clickthroughs/record?secure%5Bsource_type%5D=product_profile&secure%5Btoken%5D=ca9184082837f2b2ff6ed35b9d3d3d719b907d99d4b27f2e53dc1630e451cebc&secure%5Burl%5D=https%3A%2F%2Fwww.linkedin.com%2Fcompany%2F2340954%2F&secure%5Burl_type%5D=linkedin_company_website)  
541 funcionários no LinkedIn®

#### Who Uses This Product?

- **Who Uses This:** Engenheiro de Software, Engenheiro de Software Sênior
- **Top Industries:** Tecnologia da Informação e Serviços, Software de Computador
- **Company Size:** 48% Medium, 31% Large

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

_AI-generated summary from verified user reviews_

##### Pros

- Os usuários valorizam as **fortes capacidades de geração de relatórios** do Jaspersoft, apreciando sua clareza e recursos de personalização.
- Os usuários apreciam a **facilidade de uso** do Jaspersoft, facilitando a geração e o agendamento de relatórios de forma contínua em vários formatos.
- Os usuários apreciam as **capacidades de personalização** do Jaspersoft, permitindo relatórios personalizados e integração sem esforço para suas necessidades.
- Os usuários valorizam o **alto desempenho** do Jaspersoft, lidando eficientemente com grandes volumes de dados e garantindo uma geração de relatórios suave.
- Os usuários estão impressionados com o **suporte ao cliente responsivo e conhecedor** da Jaspersoft, melhorando sua experiência geral.

##### Cons

- Os usuários acham a **interface de usuário ruim** do Jaspersoft desatualizada e pouco intuitiva, levando a uma curva de aprendizado desafiadora.
- Os usuários experimentam **desempenho lento** com o Jaspersoft, especialmente ao lidar com grandes conjuntos de dados ou executar múltiplos relatórios simultaneamente.
- Os usuários enfrentam **problemas de desempenho** ao lidar com grandes conjuntos de dados, causando atrasos na execução de consultas e na geração de relatórios.
- Os usuários enfrentam uma **curva de aprendizado acentuada** no Jaspersoft, tornando o design de relatórios desafiador e demorado.
- Os usuários enfrentam **problemas de desempenho** com o Jaspersoft, especialmente com grandes conjuntos de dados e geração de relatórios, afetando a usabilidade geral.

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

**["Relatórios Flexíveis com Limitações de Exportação"](https://www.g2.com/pt/survey_responses/jaspersoft-review-11428195)**

**Rating:** 4.0/5.0 stars

_— Usuário Verificado em Software de Computador_

[Read full review](https://www.g2.com/pt/survey_responses/jaspersoft-review-11428195)

**["Relatórios Centralizados com Flexibilidade de Domínio"](https://www.g2.com/pt/survey_responses/jaspersoft-review-11425328)**

**Rating:** 5.0/5.0 stars

_— Usuário Verificado em Hospital e Cuidados de Saúde_

[Read full review](https://www.g2.com/pt/survey_responses/jaspersoft-review-11425328)

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

- [Para que é usado o TIBCO Jaspersoft?](https://www.g2.com/pt/discussions/what-is-tibco-jaspersoft-used-for) - 1 comment
- [How do you use Tibco Jaspersoft Studio?](https://www.g2.com/pt/discussions/how-do-you-use-tibco-jaspersoft-studio)
- [Is Tibco jaspersoft free?](https://www.g2.com/pt/discussions/is-tibco-jaspersoft-free)
- [What is jaspersoft used for?](https://www.g2.com/pt/discussions/what-is-jaspersoft-used-for) - 1 comment
- [O que é Tibco Jaspersoft?](https://www.g2.com/pt/discussions/what-is-tibco-jaspersoft) - 1 comment

### [Domo](https://www.g2.com/pt/products/domo/reviews)

A plataforma de Produtos de IA e Dados da Domo capacita as organizações a transformar dados em insights e soluções acionáveis. Ela permite que os usuários conectem de forma integrada diversas fontes de dados, preparem dados para uso e gerem relatórios e visualizações dinâmicas—tudo dentro de uma única interface. Com capacidades de IA e automação integradas, as equipes podem facilmente construir e usar agentes de IA, otimizar fluxos de trabalho e criar soluções personalizadas.

**Average Rating:** 4.3/5.0

**Total Reviews:** 1,038

#### How Do G2 Users Rate Domo?

- **the product tem sido um bom parceiro comercial?:** 8.8/10 (Category avg: 8.9/10)
- **Passos para responder:** 7.9/10 (Category avg: 8.3/10)
- **Interface de Relatórios:** 8.5/10 (Category avg: 8.7/10)
- **Campos calculados:** 8.2/10 (Category avg: 8.5/10)

#### Who Is the Company Behind Domo?

- **Vendedor:** [Domo](https://www.g2.com/pt/sellers/domo)
- **Website da Empresa:** www.domo.com
- **Ano de Fundação:** 2010
- **Localização da Sede:** American Fork, UT
- **Twitter:** @Domotalk  
63,513 seguidores no Twitter
- **Página do LinkedIn®:** [www.linkedin.com](https://www.g2.com/pt/external_clickthroughs/record?secure%5Bsource_type%5D=product_profile&secure%5Btoken%5D=930264e423425693f202ced16a30f6d197bcd60a8bf42ced6ba13de91b09312c&secure%5Burl%5D=https%3A%2F%2Fwww.linkedin.com%2Fcompany%2F25237%2F&secure%5Burl_type%5D=linkedin_company_website)  
1,299 funcionários no LinkedIn®

#### Who Uses This Product?

- **Who Uses This:** Analista de Dados, Analista de Negócios
- **Top Industries:** Software de Computador, Marketing e Publicidade
- **Company Size:** 49% Medium, 28% Large

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

_AI-generated summary from verified user reviews_

##### Pros

- Os usuários valorizam a **facilidade de uso** do Domo, tornando-o acessível para todos, mesmo aqueles que não são familiarizados com tecnologia.
- Os usuários valorizam os **painéis flexíveis** no Domo, permitindo uma visualização de dados perfeita a partir de várias fontes.
- Os usuários acham que o **design intuitivo** do Domo melhora o manuseio de dados e a tomada de decisões, tornando-o acessível para todos os níveis de habilidade.
- Os usuários elogiam o Domo por suas **integrações fáceis** , permitindo conexões de dados sem interrupções e melhorando a eficiência da gestão de dados.
- Os usuários valorizam as capacidades de **integração perfeita** do Domo, melhorando o gerenciamento de dados em várias plataformas e fontes.

##### Cons

- Os usuários acham a **curva de aprendizado desafiadora** com o Domo, muitas vezes exigindo recursos dedicados para gerenciar atualizações e funcionalidades.
- Os usuários enfrentam dificuldades com **recursos ausentes** no Domo, incluindo sistemas desatualizados e capacidades limitadas em visualizações e conectores.
- Os usuários estão frustrados com **problemas de gerenciamento de dados** , incluindo ajustes de upload e má organização de conjuntos de dados no Domo.
- Os usuários acham o Domo **caro** devido aos altos custos associados às funcionalidades e à necessidade de consultoria externa.
- Os usuários acham a **complexidade** do Domo esmagadora, exigindo expertise técnica e uma configuração extensa que complica a experiência do usuário.

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

**["Domo Transforma Relatórios Desconectados em um Scorecard de Vendas Revolucionário"](https://www.g2.com/pt/survey_responses/domo-review-13128007)**

**Rating:** 5.0/5.0 stars

_— Renee G._

[Read full review](https://www.g2.com/pt/survey_responses/domo-review-13128007)

**["Painéis Rápidos e Confiáveis com Conexões de Dados Rápidas no Domo"](https://www.g2.com/pt/survey_responses/domo-review-13150907)**

**Rating:** 4.5/5.0 stars

_— Katie S._

[Read full review](https://www.g2.com/pt/survey_responses/domo-review-13150907)

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

- [Para que serve o Domo?](https://www.g2.com/pt/discussions/what-is-domo-used-for) - 1 comment
- [How much does Domo cost?](https://www.g2.com/pt/discussions/how-much-does-domo-cost)
- [What is Domo data?](https://www.g2.com/pt/discussions/what-is-domo-data)
- [Is Domo any good?](https://www.g2.com/pt/discussions/is-domo-any-good)
- [What does Domo software do?](https://www.g2.com/pt/discussions/what-does-domo-software-do)

### [Google Chart Tools](https://www.g2.com/pt/products/google-chart-tools/reviews)

Gráficos Interativos e Ferramentas de Dados.

**Average Rating:** 4.2/5.0

**Total Reviews:** 499

#### How Do G2 Users Rate Google Chart Tools?

- **the product tem sido um bom parceiro comercial?:** 8.1/10 (Category avg: 8.9/10)
- **Passos para responder:** 7.9/10 (Category avg: 8.3/10)
- **Interface de Relatórios:** 8.3/10 (Category avg: 8.7/10)
- **Campos calculados:** 8.2/10 (Category avg: 8.5/10)

#### Who Is the Company Behind Google Chart Tools?

- **Vendedor:** [Google](https://www.g2.com/pt/sellers/google)
- **Ano de Fundação:** 1998
- **Localização da Sede:** Mountain View, CA
- **Twitter:** @google  
31,899,995 seguidores no Twitter
- **Página do LinkedIn®:** [www.linkedin.com](https://www.g2.com/pt/external_clickthroughs/record?secure%5Bsource_type%5D=product_profile&secure%5Btoken%5D=fe4a5936665c9702418dd53c477fef5a7baea08078bb117ed67e966fc581b9ec&secure%5Burl%5D=https%3A%2F%2Fwww.linkedin.com%2Fcompany%2F1441%2F&secure%5Burl_type%5D=linkedin_company_website)  
341,888 funcionários no LinkedIn®
- **Propriedade:** NASDAQ:GOOG

#### Who Uses This Product?

- **Who Uses This:** Assistente de Pesquisa, Gerente
- **Top Industries:** Educação Superior, Gestão Educacional
- **Company Size:** 44% Small, 29% Large

#### What Do G2 Reviewers Say About Google Chart Tools?

_AI-generated summary from verified user reviews_

##### Pros

- Os usuários apreciam a **transformação de dados sem esforço** em gráficos interativos com as Ferramentas de Gráficos do Google, simplificando seu processo de visualização.
- Os usuários apreciam a **facilidade de uso** das Ferramentas de Gráficos do Google, permitindo a transformação de dados em gráficos interativos sem esforço.
- Os usuários valorizam a **integração suave** das Ferramentas de Gráficos do Google com o Google Sheets, aprimorando sua experiência de visualização de dados.
- Os usuários apreciam a **interatividade sem esforço** das Ferramentas de Gráficos do Google, transformando facilmente dados em visuais envolventes.

##### Cons

- Os usuários acham as **opções limitadas de personalização** do Google Chart Tools decepcionantes para necessidades de gráficos mais avançadas.
- Os usuários acham as **opções limitadas de personalização** das Ferramentas de Gráficos do Google decepcionantes, observando a falta de tipos de gráficos modernos.
- Os usuários acham a **falta de atualizações** e as opções limitadas de personalização das Ferramentas de Gráficos do Google decepcionantes para cenários avançados.

#### What Are Recent G2 Reviews of Google Chart Tools?

**["Visualização de Dados Sem Esforço e Integração Perfeita com o Google"](https://www.g2.com/pt/survey_responses/google-chart-tools-review-12195067)**

**Rating:** 5.0/5.0 stars

_— Tiwari S._

[Read full review](https://www.g2.com/pt/survey_responses/google-chart-tools-review-12195067)

**["Integração perfeita e criação fácil de gráficos complexos"](https://www.g2.com/pt/survey_responses/google-chart-tools-review-12661987)**

**Rating:** 5.0/5.0 stars

_— Millen M._

[Read full review](https://www.g2.com/pt/survey_responses/google-chart-tools-review-12661987)

#### What Are G2 Users Discussing About Google Chart Tools?

- [Para que são usadas as Ferramentas de Gráficos do Google?](https://www.g2.com/pt/discussions/what-is-google-chart-tools-used-for) - 2 comments, 1 upvote
- [What Google program makes graphs?](https://www.g2.com/pt/discussions/what-google-program-makes-graphs)
- [Is Google Chart open source?](https://www.g2.com/pt/discussions/is-google-chart-open-source)
- [How do I use Google charts?](https://www.g2.com/pt/discussions/how-do-i-use-google-charts)
- [Are Google charts free?](https://www.g2.com/pt/discussions/are-google-charts-free)

### [Looker](https://www.g2.com/products/looker/reviews)

Looker, Google Cloud’s business intelligence platform, enables you to chat with your data. Organizations turn to Looker for self-service and governed BI, to build custom applications with trusted metrics, or to bring Looker modeling to their existing environment. The result is improved data engineering efficiency and true business transformation.

**Average Rating:** 4.4/5.0

**Total Reviews:** 1,590

#### How Do G2 Users Rate Looker?

- **Has the product been a good partner in doing business?:** 8.9/10 (Category avg: 8.9/10)
- **Steps to Answer:** 8.2/10 (Category avg: 8.3/10)
- **Reports Interface:** 8.6/10 (Category avg: 8.7/10)
- **Calculated Fields:** 8.4/10 (Category avg: 8.5/10)

#### Who Is the Company Behind Looker?

- **Seller:** [Google](https://www.g2.com/sellers/google)
- **Year Founded:** 1998
- **HQ Location:** Mountain View, CA
- **Twitter:** @google  
31,899,995 Twitter followers
- **LinkedIn® Page:** [www.linkedin.com](https://www.g2.com/external_clickthroughs/record?secure%5Bsource_type%5D=product_profile&secure%5Btoken%5D=fe4a5936665c9702418dd53c477fef5a7baea08078bb117ed67e966fc581b9ec&secure%5Burl%5D=https%3A%2F%2Fwww.linkedin.com%2Fcompany%2F1441%2F&secure%5Burl_type%5D=linkedin_company_website)  
341,888 employees on LinkedIn®
- **Ownership:** NASDAQ:GOOG

#### Who Uses This Product?

- **Who Uses This:** Data Analyst, Data Engineer
- **Top Industries:** Computer Software, Information Technology and Services
- **Company Size:** 60% Medium, 20% Large

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

_AI-generated summary from verified user reviews_

##### Pros

- Users value the **ease of use** in Looker, enabling anyone to create reports without technical expertise.
- Users value Looker's **dynamics of real-time reporting** and seamless integration, enhancing decision-making and data visualization.
- Users appreciate the **easy integrations** of Looker, allowing seamless connectivity with multiple data sources for insightful analytics.
- Users value the **seamless integrations** within Looker, enhancing functionality and providing quality insights across platforms.
- Users appreciate Looker's **dynamic and live reporting** , which enhances real-time analytics and decision-making across multiple platforms.

##### Cons

- Users find the **steep learning curve** of Looker challenging, particularly for those without technical expertise.
- Users find Looker's interface challenging due to its **steep learning curve** and the complexity of LookML for beginners.
- Users experience **slow loading times** with Looker, particularly when dealing with large datasets, complicating dashboard creation.
- Users often experience **slow performance** with Looker, especially when dealing with complex data transformations and dashboard loading times.
- Users find Looker’s **complexity** challenging, with a steep learning curve and integration issues hindering efficiency.

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

**["Interactive Dashboards and Real-Time Insights Shine"](https://www.g2.com/survey_responses/looker-review-12641794)**

**Rating:** 4.0/5.0 stars

_— Jeni J._

[Read full review](https://www.g2.com/survey_responses/looker-review-12641794)

**["Powerful once it's set up properly, that's once is doing a lot of work in that sentence"](https://www.g2.com/survey_responses/looker-review-12863840)**

**Rating:** 4.5/5.0 stars

_— Anurag S._

[Read full review](https://www.g2.com/survey_responses/looker-review-12863840)

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

- [What is Looker used for?](https://www.g2.com/discussions/what-is-looker-used-for) - 1 comment
- [Why is looker so powerful?](https://www.g2.com/discussions/why-is-looker-so-powerful)
- [Is looker an ETL tool?](https://www.g2.com/discussions/is-looker-an-etl-tool) - 4 comments
- [What is Looker software?](https://www.g2.com/discussions/what-is-looker-software)

### [Yellowfin BI](https://www.g2.com/pt/products/yellowfin-bi/reviews)

Yellowfin é o único conjunto de análises que combina com sucesso painéis de ação com análise automatizada líder do setor e narrativa de dados. Ao oferecer a melhor experiência analítica, o Yellowfin proporciona aos seus usuários maneiras únicas de interagir e agir sobre seus dados, e atende às necessidades de analistas de dados, usuários de negócios, clientes e desenvolvedores que desejam construir, implantar ou usar experiências analíticas incríveis. Análises para empresas de software Integre e incorpore análises com uma diferença no seu aplicativo, do seu jeito Análises para empresas Obtenha mais valor dos seus dados de maneiras novas e inovadoras Construtores de Aplicações Analíticas Aproveite sua expertise de domínio para criar produtos de dados que encantam

**Average Rating:** 4.4/5.0

**Total Reviews:** 419

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

- **the product tem sido um bom parceiro comercial?:** 8.9/10 (Category avg: 8.9/10)
- **Passos para responder:** 8.0/10 (Category avg: 8.3/10)
- **Interface de Relatórios:** 8.6/10 (Category avg: 8.7/10)
- **Campos calculados:** 8.2/10 (Category avg: 8.5/10)

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

- **Vendedor:** [Yellowfin](https://www.g2.com/pt/sellers/yellowfin)
- **Ano de Fundação:** 2003
- **Localização da Sede:** Austin, Texas
- **Twitter:** @YellowfinBI  
5,783 seguidores no Twitter
- **Página do LinkedIn®:** [www.linkedin.com](https://www.g2.com/pt/external_clickthroughs/record?secure%5Bsource_type%5D=product_profile&secure%5Btoken%5D=33032d8c5dedebf7f5eb6ce16c77c740fc71507c8ac4b965be708a6eced00b34&secure%5Burl%5D=https%3A%2F%2Fwww.linkedin.com%2Fcompany%2F358856%2F&secure%5Burl_type%5D=linkedin_company_website)  
65 funcionários no LinkedIn®

#### Who Uses This Product?

- **Who Uses This:** Gerente Geral, Analista de Negócios
- **Top Industries:** Software de Computador, Tecnologia da Informação e Serviços
- **Company Size:** 46% Small, 35% Medium

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

_AI-generated summary from verified user reviews_

##### Pros

- Os usuários valorizam a **interface amigável** do Yellowfin BI, permitindo a fácil criação de relatórios e painéis para todos os níveis de expertise.
- Os usuários elogiam o Yellowfin BI por sua **visualização de dados amigável** , permitindo relatórios sem esforço e colaboração eficaz.
- Os usuários apreciam a **configuração intuitiva** do Yellowfin BI, permitindo acesso rápido e fácil a insights poderosos de dados.
- Os usuários apreciam a **interface amigável** do Yellowfin BI, permitindo análises rápidas e colaborativas sem obstáculos técnicos.
- Os usuários valorizam a **fácil personalização do painel** do Yellowfin BI, permitindo configurações rápidas e uma narrativa de dados eficaz.

##### Cons

- Os usuários enfrentam uma **curva de aprendizado** desafiadora com o Yellowfin BI, achando os recursos avançados não intuitivos e a configuração complexa.
- Os usuários percebem que o **manuseio de grandes volumes de dados** pode levar a um desempenho mais lento e a tempos de atualização de filtros mais longos.
- Os usuários observam que o **desempenho lento** com grandes conjuntos de dados limita a eficiência, afetando sua experiência geral com o Yellowfin BI.
- Os usuários enfrentam **problemas de desempenho** com tempos de carregamento lentos do painel e atualizações complexas, impactando a eficiência geral.
- Os usuários encontram **personalização limitada** no Yellowfin BI, restringindo opções de análises avançadas e design visual moderno.

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

**["Histórias de Dados Brilhantes e Dashboards Robustos com Yellowfin BI"](https://www.g2.com/pt/survey_responses/yellowfin-bi-review-12827644)**

**Rating:** 4.5/5.0 stars

_— Luciana S._

[Read full review](https://www.g2.com/pt/survey_responses/yellowfin-bi-review-12827644)

**["Yellowfin BI se destaca em narrativa de dados, colaboração e insights assistidos por IA"](https://www.g2.com/pt/survey_responses/yellowfin-bi-review-12809222)**

**Rating:** 4.5/5.0 stars

_— Rinalon E._

[Read full review](https://www.g2.com/pt/survey_responses/yellowfin-bi-review-12809222)

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

- [Para que é usado o Yellowfin BI?](https://www.g2.com/pt/discussions/what-is-yellowfin-bi-used-for)
- [What should I look for in a BI tool?](https://www.g2.com/pt/discussions/what-should-i-look-for-in-a-bi-tool)
- [Qual é o melhor software de BI?](https://www.g2.com/pt/discussions/what-is-the-best-bi-software) - 1 comment
- [What are the benefits of business intelligence?](https://www.g2.com/pt/discussions/what-are-the-benefits-of-business-intelligence)
- [What are the features of Business Intelligence?](https://www.g2.com/pt/discussions/what-are-the-features-of-business-intelligence)

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

Oracle Analytics Cloud is a comprehensive cloud analytics platform that empowers you to fundamentally change how you analyze and act on information. Empower leaders, analysts, and IT to access data from wherever they are, even using mobile devices. Oracle Analytics Cloud helps organizations discover unique insights faster with machine learning. With augmented analytics, combine data from across your organization with third-party data and automate important and time-consuming tasks such as data preparation, visualization, forecasting, and reporting.

**Average Rating:** 4.1/5.0

**Total Reviews:** 293

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

- **Has the product been a good partner in doing business?:** 7.8/10 (Category avg: 8.9/10)
- **Steps to Answer:** 7.9/10 (Category avg: 8.3/10)
- **Reports Interface:** 8.4/10 (Category avg: 8.7/10)
- **Calculated Fields:** 8.2/10 (Category avg: 8.5/10)

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

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

#### Who Uses This Product?

- **Top Industries:** Information Technology and Services, Financial Services
- **Company Size:** 61% Large, 27% Medium

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

_AI-generated summary from verified user reviews_

##### Pros

- Users value the **robust self-service analytics** tools of Oracle Analytics Cloud, enabling effortless dashboard creation and data exploration.
- Users appreciate the **strong data visualization** capabilities of Oracle Analytics Cloud, making analytics accessible and attractive for all.
- Users value the **intuitive and accessible interface** of Oracle Analytics Cloud, enabling effortless data exploration for all skill levels.
- Users value the **scalability** of Oracle Analytics Cloud, allowing for customizable solutions tailored to their evolving needs.
- Users appreciate the **customized business improvement solutions** Oracle Analytics Cloud offers, enhancing collaborative analytics for organizations.

##### Cons

- Users face a **steep learning curve** with Oracle Analytics Cloud, making it challenging for new users to adapt.
- Users find the **complexity** of Oracle Analytics Cloud daunting, particularly during the initial setup and learning advanced features.
- Users find the **complex usage** of Oracle Analytics Cloud challenging, particularly during setup and when learning advanced features.
- Users find that **customization options are limited** , making it difficult to meet highly specialized requirements on Oracle Analytics Cloud.
- Users note the **infrequent software updates** of Oracle Analytics Cloud, leading to concerns about security vulnerabilities.

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

**["Transform complex data into actionable insights!"](https://www.g2.com/survey_responses/oracle-analytics-cloud-review-12093722)**

**Rating:** 4.0/5.0 stars

_— Gaurav G._

[Read full review](https://www.g2.com/survey_responses/oracle-analytics-cloud-review-12093722)

**["Fast Navigation, Customizable Oracle Analytics Cloud, and Strong Automation"](https://www.g2.com/survey_responses/oracle-analytics-cloud-review-5176664)**

**Rating:** 4.0/5.0 stars

_— Shawn A._

[Read full review](https://www.g2.com/survey_responses/oracle-analytics-cloud-review-5176664)

#### What Are G2 Users Discussing About Oracle Analytics Cloud?

- [What is Oracle Analytics Cloud used for?](https://www.g2.com/discussions/what-is-oracle-analytics-cloud-used-for)
- [How do I import an RPD into Oracle Analytics Cloud?](https://www.g2.com/discussions/how-do-i-import-an-rpd-into-oracle-analytics-cloud)
- [What comes out of the box with Oracle Analytics for applications?](https://www.g2.com/discussions/what-comes-out-of-the-box-with-oracle-analytics-for-applications)
- [What's New in Oracle Analytics Cloud?](https://www.g2.com/discussions/what-s-new-in-oracle-analytics-cloud)
- [What is Oracle Analytics Cloud?](https://www.g2.com/discussions/oracle-analytics-cloud-what-is-oracle-analytics-cloud)

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

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

**Average Rating:** 4.2/5.0

**Total Reviews:** 529

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

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

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

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

#### Who Uses This Product?

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

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

_AI-generated summary from verified user reviews_

##### Pros

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

##### Cons

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

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

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

**Rating:** 4.0/5.0 stars

_— Van V. T._

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

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

**Rating:** 5.0/5.0 stars

_— Carlos G._

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

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

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

### [Sisense](https://www.g2.com/pt/products/sisense/reviews)

Sisense é uma plataforma de análise orientada por API que moderniza os negócios ao integrar perfeitamente análises em contexto dentro de aplicativos, levando a insights orientados para a ação que aprimoram a inteligência de decisão.

**Average Rating:** 4.2/5.0

**Total Reviews:** 986

#### How Do G2 Users Rate Sisense?

- **the product tem sido um bom parceiro comercial?:** 8.7/10 (Category avg: 8.9/10)
- **Passos para responder:** 7.7/10 (Category avg: 8.3/10)
- **Interface de Relatórios:** 8.3/10 (Category avg: 8.7/10)
- **Campos calculados:** 8.0/10 (Category avg: 8.5/10)

#### Who Is the Company Behind Sisense?

- **Vendedor:** [Sisense, Inc.](https://www.g2.com/pt/sellers/sisense-inc)
- **Website da Empresa:** www.sisense.com
- **Ano de Fundação:** 2004
- **Localização da Sede:** New York
- **Twitter:** @Sisense  
6,543 seguidores no Twitter
- **Página do LinkedIn®:** [www.linkedin.com](https://www.g2.com/pt/external_clickthroughs/record?secure%5Bsource_type%5D=product_profile&secure%5Btoken%5D=2b7e7179b343ec502e8de8affd12c867bbf2bed15056ba11da8df09ff79586a2&secure%5Burl%5D=https%3A%2F%2Fwww.linkedin.com%2Fcompany%2F148828%2F&secure%5Burl_type%5D=linkedin_company_website)  
546 funcionários no LinkedIn®

#### Who Uses This Product?

- **Who Uses This:** Analista de Dados, Gerente de Produto
- **Top Industries:** Tecnologia da Informação e Serviços, Software de Computador
- **Company Size:** 57% Medium, 24% Small

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

_AI-generated summary from verified user reviews_

##### Pros

- Os usuários apreciam a **facilidade de uso** e o design simples do Sisense, tornando a BI acessível para todos.
- Os usuários valorizam os recursos de **visualização de dados intuitiva** do Sisense, que permitem a criação rápida e fácil de painéis.
- Os usuários valorizam a **fácil integração** com múltiplos sistemas, melhorando o fluxo de trabalho geral e a funcionalidade para os desenvolvedores.
- Os usuários elogiam o **suporte ao cliente prestativo** da Sisense, enfatizando a capacidade de resposta e a assistência eficaz dos CSMs.
- Os usuários valorizam a **personalização intuitiva do painel** no Sisense, permitindo o desenvolvimento rápido de visualizações envolventes e acionáveis.

##### Cons

- Os usuários acham a **curva de aprendizado íngreme** , com desafios nas funcionalidades básicas, treinamento e organização de relatórios.
- Os usuários consideram **recursos ausentes** como uma barreira, tendo dificuldades com a personalização de relatórios, modelos de dados e agregações.
- Os usuários relatam **bugs** frequentes e desafios com atualizações, fórmulas, visuais e qualidade de suporte em diminuição no Sisense.
- Os usuários muitas vezes enfrentam dificuldades com **problemas no painel** , como redimensionamento limitado de colunas, gerenciamento inadequado de relatórios e navegação difícil de filtros.
- Os usuários acham as **opções limitadas de personalização** no Sisense complexas, dificultando sua capacidade de criar painéis personalizados.

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

**["Dashboards Personalizáveis, mas Desafios de Atualização de Dados"](https://www.g2.com/pt/survey_responses/sisense-review-8849455)**

**Rating:** 4.5/5.0 stars

_— Chris P._

[Read full review](https://www.g2.com/pt/survey_responses/sisense-review-8849455)

**["Ferramenta de BI Poderosa com Personalização Flexível"](https://www.g2.com/pt/survey_responses/sisense-review-8044935)**

**Rating:** 5.0/5.0 stars

_— Usuário Verificado em Tecnologia da Informação e Serviços_

[Read full review](https://www.g2.com/pt/survey_responses/sisense-review-8044935)

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

- [Para que é usado o Sisense?](https://www.g2.com/pt/discussions/sisense-what-is-sisense-used-for) - 1 comment
- [Para que é usado o Sisense Healthcare Analytics?](https://www.g2.com/pt/discussions/what-is-sisense-healthcare-analytics-used-for)
- [What does Sisense cost?](https://www.g2.com/pt/discussions/what-does-sisense-cost)
- [Quem usa o Sisense?](https://www.g2.com/pt/discussions/who-uses-sisense) - 1 comment
- [Para que é usado o Sisense?](https://www.g2.com/pt/discussions/what-is-sisense-used-for) - 2 comments

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

Reveal é uma plataforma de análise e inteligência de negócios (BI) True SDK incorporada, projetada para ser integrada de forma nativa em aplicativos existentes. Ao contrário das ferramentas de BI baseadas em iFrame ou acopladas, o Reveal é construído especificamente para incorporação — oferecendo funcionalidade analítica completa dentro de qualquer aplicativo com controle total sobre UX, branding e arquitetura, sem licenciamento separado, sobrecarga de infraestrutura ou configuração complexa. O que o Reveal faz: o Reveal permite que equipes de software adicionem análises robustas e painéis interativos aos seus produtos através de um True SDK — o que significa que as análises funcionam como uma parte nativa do seu aplicativo, não como uma página da web incorporada. Os usuários finais obtêm uma experiência de BI de autoatendimento — incluindo criação de painéis por arrastar e soltar, análises de IA conversacional, combinação de dados, detalhamento, análise preditiva, vinculação de painéis, campos calculados, funções estatísticas e filtragem interativa de gráficos — tudo dentro do aplicativo host. Suporte a plataforma e tecnologia: o Reveal se integra a praticamente qualquer stack de tecnologia através de SDKs nativos para: - Frameworks de back-end: .NET Core, Java, Node.js - Frameworks de front-end: React, Angular, Vue.js, Blazor, Web Components, jQuery, MVC - Frameworks Java: Spring, Tomcat, Apache - Provedores de nuvem: Todos os principais provedores totalmente suportados - Opções de implantação: Nuvem, nuvem privada, on-premises e ambientes isolados - Sistemas operacionais de servidor: Windows, Linux, macOS Para quem é: Equipes de produto e engenharia que desenvolvem aplicativos SaaS, software empresarial ou ferramentas internas que precisam incorporar análises de forma nativa — sem iFrames, redirecionamentos ou forçar os usuários a uma plataforma de BI separada.

**Average Rating:** 4.5/5.0

**Total Reviews:** 62

#### How Do G2 Users Rate Reveal?

- **the product tem sido um bom parceiro comercial?:** 9.7/10 (Category avg: 8.9/10)
- **Passos para responder:** 8.7/10 (Category avg: 8.3/10)
- **Interface de Relatórios:** 9.3/10 (Category avg: 8.7/10)
- **Campos calculados:** 8.8/10 (Category avg: 8.5/10)

#### Who Is the Company Behind Reveal?

- **Vendedor:** [Infragistics](https://www.g2.com/pt/sellers/infragistics)
- **Website da Empresa:** www.infragistics.com
- **Ano de Fundação:** 1989
- **Localização da Sede:** Cranbury, NJ
- **Twitter:** @infragistics  
36,861 seguidores no Twitter
- **Página do LinkedIn®:** [www.linkedin.com](https://www.g2.com/pt/external_clickthroughs/record?secure%5Bsource_type%5D=product_profile&secure%5Btoken%5D=c2809c8bbed8769da1ef9f9ed90d00489a04aded2b61f06fd445132137fc4794&secure%5Burl%5D=https%3A%2F%2Fwww.linkedin.com%2Fcompany%2F16069%2F&secure%5Burl_type%5D=linkedin_company_website)  
188 funcionários no LinkedIn®

#### Who Uses This Product?

- **Top Industries:** Software de Computador, Tecnologia da Informação e Serviços
- **Company Size:** 52% Small, 27% Medium

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

_AI-generated summary from verified user reviews_

##### Pros

- Os usuários adoram a **análise de marca branca** do Reveal, permitindo integração perfeita e experiências de usuário aprimoradas sem dependência de desenvolvedores.
- Os usuários valorizam o **preço fixo** do Reveal, garantindo custos consistentes apesar de aumentos significativos no uso.
- Os usuários elogiam a **melhoria nos negócios** através do controle avançado de marca e análises de autoatendimento do Reveal, melhorando a adoção e reduzindo a carga de trabalho dos desenvolvedores.
- Os usuários valorizam a **integração perfeita** do Reveal, garantindo alto desempenho mesmo em ambientes regulamentados.
- Os usuários elogiam o **suporte rápido e eficaz** da Reveal, garantindo uma funcionalidade suave mesmo com grandes conjuntos de dados.

##### Cons

- Os usuários acham que a **configuração difícil** do Reveal requer um envolvimento extenso de desenvolvedores, complicando a integração e implementação.
- Os usuários acham a **dificuldade inicial** em aprender o SDK desafiadora, exigindo testes e ajustes significativos para personalizar de forma eficaz.
- Os usuários acham a **curva de aprendizado íngreme** com o SDK da Reveal, exigindo testes e consultas para recursos avançados.
- Os usuários experimentam **bugs de software** com novos recursos, que, embora corrigidos rapidamente, afetam a usabilidade durante as atualizações.
- Os usuários acham **a personalização difícil** , pois dominar o SDK requer tempo significativo e testes para obter os resultados desejados.

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

**["SDK de BI Incorporado Sem Costura Que Foi Fácil de Implementar"](https://www.g2.com/pt/survey_responses/reveal-review-13188728)**

**Rating:** 5.0/5.0 stars

_— Usuário Verificado em Software de Computador_

[Read full review](https://www.g2.com/pt/survey_responses/reveal-review-13188728)

**["Solução Local Integrada Que Coloca Você no Controle"](https://www.g2.com/pt/survey_responses/reveal-review-12109831)**

**Rating:** 4.0/5.0 stars

_— Christopher W._

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

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

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

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

Updated October 3, 2024

Embedded business intelligence software provides analytics capabilities within the context of a business application. Software developers can use embedded business intelligence tools to quickly incorporate self-service analytics capabilities into business applications. Additionally, some [business intelligence platforms](https://www.g2.com/categories/business-intelligence-platforms) and [self-service business intelligence software](https://www.g2.com/categories/self-service-business-intelligence) provide the ability to embed dashboards into applications used internally by employees, to allow for easier and more convenient analysis. The tools differ in terms of the degree of embeddability and the extent to which end users can customize the analytics and dashboards.

Embedded BI products provide developers with a software development kit for adding analytics functionality to a given application, making it easy to house the analytics inside a proprietary product. While these tools may be sold to enterprise companies to be deployed in internal systems, they are by and large sold to other software companies.

Embedded analytics are intended to be used by the average business user within an application, therefore they commonly offer self-service analysis functionality. However, if the product cannot be used as a standalone self-service business intelligence tool in addition to its embedding capability, it only qualifies for the Embedded Business Intelligence category.

To qualify for inclusion in the Embedded Business Intelligence category, a product must:

- Be able to be sold as an OEM product to other software development companies to be embedded within their application
- Be used by developers to embed analytics capabilities inside a business application
- Consume data from any source
- Allow users to transform data into a useful and relatable model embedded within a business application
- Create reports and visualizations with business utility embedded within a business application

Top Tools at a Glance

| 

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Multi-source dashboard embedding inside Salesforce workflows

 | 

User Review

"Turning Complex Data into Actionable Insights"

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| 

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Pay-per-session embedded analytics on AWS pipelines

 | 

User Review

"Fast, Serverless BI with Seamless AWS Integration"

 |
| 

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White-labeled multi-tenant embedded analytics delivery

 | 

User Review

"Mosaic & Semantic Layer Unite Our Data, Plus Helpful AI Dashboard Suggestions"

 |
| 

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Governed pixel-perfect reporting inside IBM enterprise ecosystems

 | 

User Review

"Powerful, Scalable Analytics with Interactive Dashboards and Strong Governance"

 |
| 

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Code-first notebooks with publishable self-serve apps

 | 

User Review

"All-in-One Collaborative Workspace for SQL, Python, and Interactive Dashboards"

 |
| 

 | 

Snowflake-native embedded analytics with writeback

 | 

User Review

"Sigma unlocks data value for our organization"

 |
| 

 | 

Pixel-perfect embedded reporting with scheduled delivery

 | 

User Review

"Flexible Reporting with Export Limitations"

 |
| 

 | 

Multi-source data embedding with no-code ETL

 | 

User Review

"Domo Turns Disconnected Reports Into a Game-Changing Sales Scorecard"

 |
| 

 | 

Google-native embedded charting for web applications

 | 

User Review

"Seamless Integration and Easy Creation of Complex Charts"

 |

* * *

Show More

* * *

## How Do You Choose the Right Embedded Business Intelligence Software?

### What You Should Know About Embedded Business Intelligence Software

### What is Embedded Business Intelligence Software?

Embedded business intelligence (BI) software, also known as embedded analysis software, gives users self-service analytics capabilities within business applications. Software developers use embedded business intelligence tools to build analytics into business applications, giving users access to analytics without relying on third party BI consultants or customer support. The software in this category makes it easy to house analytics inside a specific application. Additionally, some embedded business intelligence platforms provide businesses with embedded dashboards; this allows employees easy access to relevant analysis.

While these tools may be sold to enterprise companies for internal systems such as [HR](https://www.g2.com/categories/hr) or [ERP systems](https://www.g2.com/categories/erp-systems), they are usually sold to other software companies who integrate them in existing software to give the software embedded business intelligence capabilities.

Key Benefits of Embedded Business Intelligence Software

- Empower users to access data during daily workflow without exiting their current application
- Allow users to [transform data](https://www.g2.com/categories/embedded-business-intelligence/f/data-transformation) into a useful and relatable model embedded within a business application
- [Create reports](https://www.g2.com/categories/embedded-business-intelligence/f/reports-interface), dashboards, and visualizations

### Why Use Embedded Business Intelligence Software?

Business applications produce vast amounts of data which can be very useful for end users. Traditionally, business users that wanted to extract and analyze data would use business intelligence platforms; they would need to extract the data from the application and upload it to the platform. Embedded business intelligence is an alternative approach where users can access analytics from within the user interface of the given application, and it points to one of the top reasons software engineers adopt embedded business intelligence after rollout: faster access to data without leaving their existing workflow. Embedded business intelligence provide users with interactive visual dashboards and reporting functionality within the actual business application.

- Engaged users — Incorporating embedded business intelligence into applications results in higher productivity for end users, since they can access data and analytics within the application they are using.
- Improved efficiency — Companies are seeing a decline in ad hoc analytics requests when embedded business intelligence is deployed.
- Better applications — Users spend more time using applications when they are enhanced with embedded business intelligence, this leads to enhanced productivity and better deployment of the applications.

### Who Uses Embedded Business Intelligence Software?

Analytics is no longer out of reach for the everyday employee. Thanks to self-service analytics and embedded business intelligence, data analysis is open to many, and insights can be drawn from data by anyone with basic software capabilities. However, there are still specific positions that utilize this software more than others.

- Software developers — Developers that want to create the next generation of products and services can use embedded business intelligence to build analytics capabilities into their applications, including custom reports and dashboards.
- Business users — Analytics can be at the business user’s fingertips, allowing them to understand the data. The user-friendly designs of this software are especially helpful for users at smaller companies where this type of analysis is a small facet of a user’s job.
- Business analysts — These tools give business analysts the ability to create custom dashboards and reports that serve a variety of stakeholders. These platforms empower analysts to stay up to date on their rapidly changing markets.
- Data engineers — With embedded business intelligence, data engineers can focus on pulling data from disparate sources, furthering their ability to build analytics apps, widgets, and dashboards for business users.

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

### Kinds of Embedded Business Intelligence Software

There are two areas where embedded business intelligence software are typically used, externally and internally. In both cases, analytics capabilities are built into business applications, the only difference is the end user.

- External embedding — Embeds analytics into customer-facing applications to make them more useful, allowing users to understand the data they are viewing or creating. An example of external embedding would be a mobile app development company that builds a portal for clients to access analytics related to their mobile applications.
- Internal embedding — Integrates reports and dashboards into tools a business’s employees use, allowing them to garner insights into their data from a wide range of sources and formats. An example of internal embedding would be a company’s IT department that develops and manages applications used by internal stakeholders and partners to understand internal company data, such as sales and marketing metrics.

### Embedded Business Intelligence Software Features

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

- Integratable — When embedded business intelligence capabilities are integrated in a business application, users can access dashboards, visualizations, and reports.
- White labeling — Embedded business intelligence software give developers the ability to white label and seamlessly integrate analytics to match the look and feel of of any given application.
- Visualizations and reporting — Users can create reports and other user-friendly visualizations to better illustrate data and gain a competitive advantage.
- [Data modeling](https://www.g2.com/categories/embedded-business-intelligence/f/data-modeling) — Support self-service data modeling, blending, and [discovery processes](https://www.g2.com/categories/embedded-business-intelligence/f/data-discovery). These advanced analytics capabilities allows the user to get a high-level view of the data and understand it well.

Other features of embedded business intelligence software: [Automodeling](https://www.g2.com/categories/embedded-business-intelligence/f/automodeling), [Collaboration & Workflow](https://www.g2.com/categories/embedded-business-intelligence/f/collaboration-workflow), and [Search Capabilities](https://www.g2.com/categories/embedded-business-intelligence/f/search).

### Trends Related to Embedded Business Intelligence Software

Data and data analytics are no confined to IT departments and data experts. The rise in self-service analytics platforms coupled with artificial intelligence (AI) has led to an advance in embedded business intelligence. Features of these products allow users to query data using [natural language processing (NLP) software](https://www.g2.com/categories/natural-language-processing-nlp) and platforms that allow users to dig into their data using AI and [machine learning software](https://www.g2.com/categories/machine-learning).

Conversational interface — Users can uncover deeper answers to questions about data using intuitive language such as “how were sales this week" or “who was the highest-performing employee this month." Intuitive methods of querying data means a larger user base that can access and make sense of complex analytics.

AI-powered insights — End users can discover hidden insights with the power of machine learning. This technology can make sense of data for users and help them understand what they are seeing.

### Potential Issues with Embedded Business Intelligence Software

Where the product lives — There are a few considerations to make when buying embedded business intelligence software. It may require lots of work by a skilled development team or vendor support staff to embed the business intelligence tool, especially if the data is particularly messy. Some data might not be compatible with different products. Additionally, embedded software still offers self-service qualities that vary in levels of difficulty.

Plan for adoption — At the start, analytics tools may not seem valuable to all employees; end users might struggle to adopt the solutions. Therefore, it’s important for companies to have a plan to encourage and promote user adoption.

Time to market — As with any software implementation, it’s important to think about how long it will take to implement. It’s important to consider related software that a company might need, such as [data integration software](https://www.g2.com/categories/data-integration).

Data security — Don’t make data security an afterthought. Companies must consider security options to ensure the correct users see the correct data. It must also have security options that allow administrators to assign verified users different levels of access to the platform.

### Software and Services Related to Embedded Business Intelligence Software

The following solutions can be used in conjunction with the products in this category to make the most comprehensive reports possible.

[Application development software](https://www.g2.com/categories/application-development) — Embedded business intelligence tools differ from development tools in terms of how easy they integrate within different applications. Developers typically use some sort of [application development software](https://www.g2.com/categories/application-development), such as [mobile development software](https://www.g2.com/categories/mobile-development) or [rapid application development (RAD) software](https://www.g2.com/categories/rapid-application-development-rad), to leverage templated infrastructure.

[Business intelligence platforms](https://www.g2.com/categories/business-intelligence) — Embedded business intelligence is not always the right solution for a business problem. Sometimes, it makes more sense to start by using a stand-alone analytics platform. Many of these platforms are self-service, which means they are user-friendly and helps anyone who wants to better understand data.

[Database software](https://www.g2.com/categories/database-software) — There are a plethora of solutions for storing, organizing, and sharing large amounts of data to later be accessed and analyzed by analytics tools. Products in this parent category include everything from [big data software](https://www.g2.com/categories/big-data) to traditional table-based [relational databases software](https://www.g2.com/categories/relational-databases).

Each business has a unique set of metrics tied to their operation, products, and clientele. Businesses should research and implement database solutions to find the one that makes the most sense for their data types and analytical needs. When considering an embedded business intelligence solution, users should investigate which databases can integrate with their tool and make the most logical product choice for their particular situation. These analytics products don’t serve much purpose without the ability to pull data from an existing company database.

[Sales analytics software](https://www.g2.com/categories/sales-analytics) — When seeking to refine and optimize sales efforts, companies might require more focused insights than those offered with standard embedded business intelligence technology. Sales analytics software identifies strengths, weaknesses, and other detailed analysis of sales departments and individual salespeople. Improving sales processes helps bolster a business from all angles while contributing to a business intelligence strategy. Some companies might consider [marketing analytics software](https://www.g2.com/categories/marketing-analytics) for a big picture perspective of overall marketing efforts.

### Embedded Business Intelligence FAQs

### Most Popular FAQs

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

### Small Business FAQs

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

### Enterprise FAQs

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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