# Best Analytics Platforms with Self Service Capabilities - Page 3

## How Many Analytics Platforms Products Does G2 Track?

**Total Products under this Category:** 371

### Category Stats (Aug 2026)

- **Average Rating:** 4.5/5 (↑0.01 vs Jul 2026) The average rating of products in this category, based on all submitted ratings
- **Top Trending Product:** Aible (+4.36%) - Among all products in this category, Aible recorded the largest rating increase compared to last month

_Last updated: August 04, 2026_

## How Does G2 Rank Analytics Platforms Products?

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

- 30 Analysts and Data Experts
- 28,900+ Authentic Reviews
- 371+ 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 Analytics Platforms
 ![G2 Grid® for Analytics Platforms plotting products by satisfaction and market presence](https://www.g2.com/categories/analytics-platforms/grids.png?focus%5B%5D=29364&focus%5B%5D=1213&focus%5B%5D=10470&focus%5B%5D=1327283&focus%5B%5D=989&focus%5B%5D=604&focus%5B%5D=5048&focus%5B%5D=27024)

Highlighted products: Microsoft Power BI, Tableau, Databricks, SAS Viya, Alteryx, Domo, Looker, and Kyvos Semantic Layer.

Underlying data: [Grid® JSON](https://www.g2.com/categories/analytics-platforms/grids.json?focus%5B%5D=microsoft-microsoft-power-bi&focus%5B%5D=tableau&focus%5B%5D=databricks&focus%5B%5D=sas-sas-viya&focus%5B%5D=alteryx&focus%5B%5D=domo&focus%5B%5D=looker&focus%5B%5D=kyvos-semantic-layer)

**Sponsored**

### SAS Viya

SAS Viya is a cloud-native data and AI platform that enables teams to build, deploy and scale explainable AI that drives trusted, confident decisions. It unites the entire data and AI life cycle and empowers teams to innovate quickly while balancing speed, automation and governance by design. Viya unifies data management, advanced analytics and decisioning in a single platform, so organizations can move from experimentation to production with confidence, delivering measurable business impact that is secure, explainable and scalable across any environment. Key capabilities required to deliver trusted decisions include: • End-to-end clarity across the data and AI life cycle, with built-in lineage, auditability and continuous monitoring to support defensible decisions. • Governance by design, enabling consistent oversight across data, models and decisions to reduce risk and accelerate adoption. • Explainable AI at scale, so insights and outcomes can be understood, validated and trusted by business and regulators alike. • Operationalized analytics, ensuring value continues beyond deployment through monitoring, retraining and life cycle management. • Flexible, cloud-native deployment, allowing organizations to start anywhere and scale everywhere while maintaining control.

[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=620&secure%5Bchosen_at%5D=2026-08-12T10%3A41%3A39Z&secure%5Bdisplayable_resource_id%5D=620&secure%5Bdisplayable_resource_type%5D=Category&secure%5Bmedium%5D=sponsored&secure%5Bplacement_reason%5D=page_category&secure%5Bplacement_resource_ids%5D%5B%5D=620&secure%5Bprioritized%5D=false&secure%5Bproduct_id%5D=1327283&secure%5Bresource_id%5D=620&secure%5Bresource_type%5D=Category&secure%5Bsource_type%5D=category_page&secure%5Bsource_url%5D=https%3A%2F%2Fwww.g2.com%2Fcategories%2Fanalytics-platforms%2Ff%2Fself-service%3Ffilters%255BSetup%255D%255B%255D%3D213%26page%3D3&secure%5Btoken%5D=1ee525b91e1e12e6203c9c3a91ca35be2247369c2387d96baac280e3d2fa7428&secure%5Burl%5D=https%3A%2F%2Fwww.sas.com%2Fgms%2Fredirect.jsp%3Fdetail%3DPLN73455_275629423&secure%5Burl_type%5D=custom_url)

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

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

**Average Rating:** 4.2/5.0

**Total Reviews:** 328

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

- **Has the product been a good partner in doing business?:** 8.4/10 (Category avg: 9.1/10)
- **Steps to Answer:** 7.9/10 (Category avg: 8.4/10)
- **Reports Interface:** 8.3/10 (Category avg: 8.7/10)
- **Calculated Fields:** 8.5/10 (Category avg: 8.5/10)

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

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

#### Who Uses This Product?

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

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

_AI-generated summary from verified user reviews_

##### Pros

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

##### Cons

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

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

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

**Rating:** 5.0/5.0 stars

_— Manan B._

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

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

**Rating:** 5.0/5.0 stars

_— Leandro A._

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

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

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

### [ibi WebFOCUS](https://www.g2.com/products/ibi-webfocus/reviews)

The ibi WebFOCUS® platform is an enterprise business intelligence and analytics solution equipped with data management, visual discovery, predictive analytics, and powerful visualizations. Combining these capabilities and data science in one unified platform, the WebFOCUS solution helps make data-driven decisions across the enterprise providing reports, dashboards, and customer-facing applications at scale.

**Average Rating:** 4.4/5.0

**Total Reviews:** 149

#### How Do G2 Users Rate ibi WebFOCUS?

- **Has the product been a good partner in doing business?:** 8.9/10 (Category avg: 9.1/10)
- **Steps to Answer:** 8.0/10 (Category avg: 8.4/10)
- **Reports Interface:** 8.7/10 (Category avg: 8.7/10)
- **Calculated Fields:** 8.4/10 (Category avg: 8.5/10)

#### Who Is the Company Behind ibi WebFOCUS?

- **Seller:** [ibi](https://www.g2.com/sellers/ibi-c9a17c70-0d20-476a-899c-480706dd4ce4)
- **Year Founded:** 1975
- **HQ Location:** Fort Lauderdale, FL
- **Twitter:** @infobldrs  
32,864 Twitter followers
- **LinkedIn® Page:** [www.linkedin.com](https://www.g2.com/external_clickthroughs/record?secure%5Bsource_type%5D=product_profile&secure%5Btoken%5D=e6ec665aed25a6d5dc4c047c5bd36b0b3f44507b76b9fcddfe83a0ea77d3a1e4&secure%5Burl%5D=https%3A%2F%2Fwww.linkedin.com%2Fcompany%2Finformation-builders%2F&secure%5Burl_type%5D=linkedin_company_website)  
894 employees on LinkedIn®
- **Phone:** 212-736-4433

#### Who Uses This Product?

- **Top Industries:** Information Technology and Services, Government Administration
- **Company Size:** 57% Large, 32% Medium

#### What Are Recent G2 Reviews of ibi WebFOCUS?

**["WebFOCUS - Best Product for Analytics"](https://www.g2.com/survey_responses/ibi-webfocus-review-4278981)**

**Rating:** 4.5/5.0 stars

_— Sanford K._

[Read full review](https://www.g2.com/survey_responses/ibi-webfocus-review-4278981)

**["MAKES DATA EASY!!!"](https://www.g2.com/survey_responses/ibi-webfocus-review-719271)**

**Rating:** 5.0/5.0 stars

_— Jill M._

[Read full review](https://www.g2.com/survey_responses/ibi-webfocus-review-719271)

#### What Are G2 Users Discussing About ibi WebFOCUS?

- [What is TIBCO WebFOCUS used for?](https://www.g2.com/discussions/what-is-tibco-webfocus-used-for)

### [Holistics Data](https://www.g2.com/products/holistics-data/reviews)

Holistics lets BI teams build self-service analytics programmatically, so end users can find, trust, and ask deeper questions on their data.

**Average Rating:** 4.3/5.0

**Total Reviews:** 16

#### How Do G2 Users Rate Holistics Data?

- **Has the product been a good partner in doing business?:** 8.3/10 (Category avg: 9.1/10)
- **Steps to Answer:** 7.2/10 (Category avg: 8.4/10)
- **Reports Interface:** 8.2/10 (Category avg: 8.7/10)
- **Calculated Fields:** 8.1/10 (Category avg: 8.5/10)

#### Who Is the Company Behind Holistics Data?

- **Seller:** [Holistics](https://www.g2.com/sellers/holistics)
- **Year Founded:** 2015
- **HQ Location:** Central Business District
- **Twitter:** @holistics\_bi  
652 Twitter followers
- **LinkedIn® Page:** [www.linkedin.com](https://www.g2.com/external_clickthroughs/record?secure%5Bsource_type%5D=product_profile&secure%5Btoken%5D=e6715ce3ed6659f00552286380ff9b4778f26c2efc6b57a80c54aff669f4fecb&secure%5Burl%5D=https%3A%2F%2Fwww.linkedin.com%2Fcompany%2F10147065&secure%5Burl_type%5D=linkedin_company_website)  
66 employees on LinkedIn®

#### Who Uses This Product?

- **Company Size:** 50% Small, 44% Medium

#### What Do G2 Reviewers Say About Holistics Data?

_AI-generated summary from verified user reviews_

##### Pros

- Users value the **powerful dashboarding capabilities** of Holistics Data, enabling deep analysis with excellent integration options.
- Users praise the **excellent and responsive support team** of Holistics Data, enhancing their overall experience and effectiveness.
- Users value the **powerful dashboard customization** of Holistics Data, enhancing their analytical capabilities with seamless integrations.
- Users highlight the **powerful data visualization** capabilities of Holistics Data, enhancing analysis and dashboard creation effectively.
- Users love the **powerful dashboarding** features of Holistics Data, enabling deep analyses and meaningful insights effortlessly.

##### Cons

- Users find the **dynamic AQL challenging** , though the new AI assistant provides some helpful support.
- Users find the **initial difficulty** with dynamic AQL challenging, though AI assistance offers some guidance.
- Users find the **learning curve challenging** with dynamic AQL, though the AI assistant provides some helpful support.
- Users find it challenging to master **dynamic SQL** for effective analysis in Holistics Data dashboards.

#### What Are Recent G2 Reviews of Holistics Data?

**["Outstanding, Good Value BI Tool with Powerful Dashboards and Great Support"](https://www.g2.com/survey_responses/holistics-data-review-12111845)**

**Rating:** 5.0/5.0 stars

_— Alex H._

[Read full review](https://www.g2.com/survey_responses/holistics-data-review-12111845)

**["Empowering Dashboards and Self-Service Insights with Holistics Data"](https://www.g2.com/survey_responses/holistics-data-review-12611724)**

**Rating:** 4.5/5.0 stars

_— Verified User in Consumer Services_

[Read full review](https://www.g2.com/survey_responses/holistics-data-review-12611724)

#### What Are G2 Users Discussing About Holistics Data?

- [What is Holistics Data Software used for?](https://www.g2.com/discussions/what-is-holistics-data-software-used-for)

### [Infor Birst](https://www.g2.com/products/infor-birst/reviews)

Birst is a native cloud business intelligence (BI) and business analytics platform that helps organizations understand and optimize complex processes in less time than traditional BI solutions. Built with patented automation and machine learning technologies, Birst’s Data-as-a-Service approach connects teams and applications across the enterprise via a trusted network of analytics and insights to inform smarter decisions. This unique approach helps leading organizations leverage all their siloed and diverse data sources and extract insights to improve workforce productivity, asset optimization, process efficiencies, and customer satisfaction—often in 90 days or less.

**Average Rating:** 4.0/5.0

**Total Reviews:** 84

#### How Do G2 Users Rate Infor Birst?

- **Has the product been a good partner in doing business?:** 8.3/10 (Category avg: 9.1/10)
- **Steps to Answer:** 8.3/10 (Category avg: 8.4/10)
- **Reports Interface:** 8.3/10 (Category avg: 8.7/10)
- **Calculated Fields:** 8.3/10 (Category avg: 8.5/10)

#### Who Is the Company Behind Infor Birst?

- **Seller:** [Infor](https://www.g2.com/sellers/infor)
- **Year Founded:** 2002
- **HQ Location:** New York
- **Twitter:** @Infor  
18,472 Twitter followers
- **LinkedIn® Page:** [www.linkedin.com](https://www.g2.com/external_clickthroughs/record?secure%5Bsource_type%5D=product_profile&secure%5Btoken%5D=d0b3dd6227f8bf2585371eff689c32131e1d6fb4a8114161512fe1f2ec60d9bf&secure%5Burl%5D=https%3A%2F%2Fwww.linkedin.com%2Fcompany%2F1711%2F&secure%5Burl_type%5D=linkedin_company_website)  
22,257 employees on LinkedIn®
- **Phone:** 800-260-2640

#### Who Uses This Product?

- **Top Industries:** Information Technology and Services, Computer Software
- **Company Size:** 44% Medium, 34% Large

#### What Are Recent G2 Reviews of Infor Birst?

**["Birst BI Capabilities are better then its competitors"](https://www.g2.com/survey_responses/infor-birst-review-8280183)**

**Rating:** 4.5/5.0 stars

_— Sumer S._

[Read full review](https://www.g2.com/survey_responses/infor-birst-review-8280183)

**["Excellent Business Intelligence Tool"](https://www.g2.com/survey_responses/infor-birst-review-8159886)**

**Rating:** 5.0/5.0 stars

_— Sakshi J._

[Read full review](https://www.g2.com/survey_responses/infor-birst-review-8159886)

#### What Are G2 Users Discussing About Infor Birst?

- [What is your experience with Infor Birst for business intelligence, and what features do you rely on?](https://www.g2.com/discussions/what-is-your-experience-with-infor-birst-for-business-intelligence-and-what-features-do-you-rely-on)
- [What is Infor Birst used for?](https://www.g2.com/discussions/what-is-infor-birst-used-for)

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

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

**Average Rating:** 4.1/5.0

**Total Reviews:** 48

#### How Do G2 Users Rate Pentaho?

- **Has the product been a good partner in doing business?:** 6.9/10 (Category avg: 9.1/10)
- **Steps to Answer:** 7.9/10 (Category avg: 8.4/10)
- **Reports Interface:** 7.7/10 (Category avg: 8.7/10)
- **Calculated Fields:** 7.6/10 (Category avg: 8.5/10)

#### Who Is the Company Behind Pentaho?

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

#### Who Uses This Product?

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

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

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

**Rating:** 5.0/5.0 stars

_— Verified User in Retail_

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

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

**Rating:** 4.5/5.0 stars

_— Andreas W._

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

### [Kyubit Business Intelligence](https://www.g2.com/products/kyubit-business-intelligence/reviews)

Kyubit is a collaborative, web-based Business Intelligence platform designed for simplicity, speed, and performance. Easy to implement and intuitive to use, it empowers teams to transform existing data into meaningful insights without complex setup or long development cycles. Kyubit BI connects directly to your SSAS OLAP (Tabular and Multidimensional) models, SQL databases, and Excel/CSV data sources — leveraging your existing infrastructure to deliver fast, visually compelling reports and interactive dashboards. Users can effortlessly slice, drill down, and explore data to uncover the insights that matter most. Advanced analytic capabilities are available both for your existing OLAP databases and for new analytic models created within Kyubit using SQL or Excel/CSV data. This flexibility allows organizations to enhance their current Microsoft BI environment while also expanding their analytics strategy when needed. BI content in Kyubit is secure, centrally managed, and built for collaboration. Reports and dashboards can be safely shared across teams, embedded into other applications, or distributed automatically through scheduled subscriptions. With role-based security and governance controls, organizations maintain full control over their data while enabling broader access to insights. With Kyubit BI, analytic dashboards and reports are created in minutes — not weeks — and are immediately ready for secure collaboration, interactive data exploration, and automated delivery. The result is faster decision-making, reduced reporting bottlenecks, and a more agile approach to enterprise analytics. Kyubit turns your existing data into a powerful, collaborative intelligence platform — helping your organization move from static reporting to dynamic, insight-driven performance.

**Average Rating:** 4.4/5.0

**Total Reviews:** 12

#### How Do G2 Users Rate Kyubit Business Intelligence?

- **Has the product been a good partner in doing business?:** 9.4/10 (Category avg: 9.1/10)
- **Reports Interface:** 8.1/10 (Category avg: 8.7/10)
- **Calculated Fields:** 7.1/10 (Category avg: 8.5/10)

#### Who Is the Company Behind Kyubit Business Intelligence?

- **Seller:** [Kyubit Solutions Ltd.](https://www.g2.com/sellers/kyubit-solutions-ltd)
- **Year Founded:** 2015
- **HQ Location:** Zagreb, Croatia
- **Twitter:** @KyubitBI  
25 Twitter followers
- **LinkedIn® Page:** [www.linkedin.com](https://www.g2.com/external_clickthroughs/record?secure%5Bsource_type%5D=product_profile&secure%5Btoken%5D=e3fa3880fb1a1a9214ed650b9aaa73b588e1ef1fda85a0d6f6136ad6a3aaac70&secure%5Burl%5D=https%3A%2F%2Fwww.linkedin.com%2Fcompany%2F2220653%2F&secure%5Burl_type%5D=linkedin_company_website)  
1 employees on LinkedIn®

#### Who Uses This Product?

- **Company Size:** 42% Small, 33% Medium

#### What Are Recent G2 Reviews of Kyubit Business Intelligence?

**["Great product and support"](https://www.g2.com/survey_responses/kyubit-business-intelligence-review-1806820)**

**Rating:** 5.0/5.0 stars

_— Edouard (Ned) V._

[Read full review](https://www.g2.com/survey_responses/kyubit-business-intelligence-review-1806820)

**["A BI solution with continuous development "](https://www.g2.com/survey_responses/kyubit-business-intelligence-review-385102)**

**Rating:** 4.0/5.0 stars

_— Aaron Q._

[Read full review](https://www.g2.com/survey_responses/kyubit-business-intelligence-review-385102)

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

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

**Average Rating:** 4.4/5.0

**Total Reviews:** 36

#### How Do G2 Users Rate ClicData?

- **Has the product been a good partner in doing business?:** 8.8/10 (Category avg: 9.1/10)
- **Steps to Answer:** 7.8/10 (Category avg: 8.4/10)
- **Reports Interface:** 8.6/10 (Category avg: 8.7/10)
- **Calculated Fields:** 8.0/10 (Category avg: 8.5/10)

#### Who Is the Company Behind ClicData?

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

#### Who Uses This Product?

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

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

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

**Rating:** 4.5/5.0 stars

_— Verified User in Restaurants_

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

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

**Rating:** 4.0/5.0 stars

_— Verified User in Primary/Secondary Education_

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

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

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

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

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

**Average Rating:** 4.2/5.0

**Total Reviews:** 21

#### How Do G2 Users Rate Analyzer?

- **Has the product been a good partner in doing business?:** 9.0/10 (Category avg: 9.1/10)
- **Steps to Answer:** 7.2/10 (Category avg: 8.4/10)
- **Reports Interface:** 8.3/10 (Category avg: 8.7/10)
- **Calculated Fields:** 8.5/10 (Category avg: 8.5/10)

#### Who Is the Company Behind Analyzer?

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

#### Who Uses This Product?

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

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

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

**Rating:** 5.0/5.0 stars

_— Kameron V._

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

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

**Rating:** 4.0/5.0 stars

_— Ryan M._

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

### [ReportServer](https://www.g2.com/products/reportserver/reviews)

Powerful ad-hoc analysis coupled with support for OLAP and pixel-perfect reporting. With ReportServer you are not limited to one provider's solutions. ReportServer integrates Jasper, Eclipse BIRT, Mondrian and Excel-based reporting: choose what best suits your needs! On top, it comes with powerful admin tools and scripting capabilities that make integration into any environment easy. ReportServer Community Edition is freely available under the open source AGPL license. The feature extended ReportServer Enterprise Edition can be fully tested for 45 days. Just give it a try.

**Average Rating:** 4.2/5.0

**Total Reviews:** 25

#### How Do G2 Users Rate ReportServer?

- **Has the product been a good partner in doing business?:** 8.3/10 (Category avg: 9.1/10)
- **Steps to Answer:** 7.3/10 (Category avg: 8.4/10)
- **Reports Interface:** 7.5/10 (Category avg: 8.7/10)
- **Calculated Fields:** 7.3/10 (Category avg: 8.5/10)

#### Who Is the Company Behind ReportServer?

- **Seller:** [InfoFabrik GmbH](https://www.g2.com/sellers/infofabrik-gmbh)
- **HQ Location:** Wiesbaden, Germany
- **LinkedIn® Page:** [www.linkedin.com](https://www.g2.com/external_clickthroughs/record?secure%5Bsource_type%5D=product_profile&secure%5Btoken%5D=b3d48cb4af94b7ea2d129555fa9b4b8257b33eddff6fb53d35fc01078e2fd1a9&secure%5Burl%5D=https%3A%2F%2Fwww.linkedin.com%2Fcompany%2F3210261%2F&secure%5Burl_type%5D=linkedin_company_website)

#### Who Uses This Product?

- **Top Industries:** Information Technology and Services
- **Company Size:** 48% Small, 36% Medium

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

**["Excellent Option for BI"](https://www.g2.com/survey_responses/reportserver-review-239405)**

**Rating:** 4.5/5.0 stars

_— Alexandre R._

[Read full review](https://www.g2.com/survey_responses/reportserver-review-239405)

**["Likely Value Leader in Reporting Platforms"](https://www.g2.com/survey_responses/reportserver-review-223854)**

**Rating:** 4.5/5.0 stars

_— Ken L._

[Read full review](https://www.g2.com/survey_responses/reportserver-review-223854)

### [Composable DataOps](https://www.g2.com/products/composable-dataops/reviews)

Composable Enterprise is the industry’s leading Intelligent DataOps platform that offers a full portfolio of capabilities for orchestration, automation and analytics, ensuring that analytics can be rapidly deployed into business workflows.

**Average Rating:** 4.1/5.0

**Total Reviews:** 12

#### How Do G2 Users Rate Composable DataOps?

- **Has the product been a good partner in doing business?:** 7.1/10 (Category avg: 9.1/10)
- **Steps to Answer:** 8.3/10 (Category avg: 8.4/10)
- **Reports Interface:** 7.0/10 (Category avg: 8.7/10)
- **Calculated Fields:** 7.7/10 (Category avg: 8.5/10)

#### Who Is the Company Behind Composable DataOps?

- **Seller:** [Composable Analytics](https://www.g2.com/sellers/composable-analytics)
- **Year Founded:** 2014
- **HQ Location:** Cambridge, Massachusetts
- **Twitter:** @DataFlowLabs  
430 Twitter followers
- **LinkedIn® Page:** [www.linkedin.com](https://www.g2.com/external_clickthroughs/record?secure%5Bsource_type%5D=product_profile&secure%5Btoken%5D=a9bef7eef427f3138eacd7a2ee66e863b76dbf642fe572b51206e139cdb6ba28&secure%5Burl%5D=https%3A%2F%2Fwww.linkedin.com%2Fcompany%2Fcomposable-analytics-inc-&secure%5Burl_type%5D=linkedin_company_website)  
11 employees on LinkedIn®

#### Who Uses This Product?

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

#### What Are Recent G2 Reviews of Composable DataOps?

**["Unlocking Data's Potential of Composable DataOps Platforms"](https://www.g2.com/survey_responses/composable-dataops-review-8508363)**

**Rating:** 4.0/5.0 stars

_— Verified User in Computer Software_

[Read full review](https://www.g2.com/survey_responses/composable-dataops-review-8508363)

**["Composable, product at right time and right place!"](https://www.g2.com/survey_responses/composable-dataops-review-8561589)**

**Rating:** 4.5/5.0 stars

_— Verified User in Computer Software_

[Read full review](https://www.g2.com/survey_responses/composable-dataops-review-8561589)

#### What Are G2 Users Discussing About Composable DataOps?

- [What is Composable DataOps Platform used for?](https://www.g2.com/discussions/what-is-composable-dataops-platform-used-for)

### [Precisely Data360 Analyze](https://www.g2.com/products/precisely-data360-analyze/reviews)

Agile data management and analytic software that transforms how companies tackle data challenges to achieve breakthrough business results.

**Average Rating:** 4.3/5.0

**Total Reviews:** 4

#### How Do G2 Users Rate Precisely Data360 Analyze?

- **Has the product been a good partner in doing business?:** 8.3/10 (Category avg: 9.1/10)
- **Steps to Answer:** 5.6/10 (Category avg: 8.4/10)
- **Reports Interface:** 5.6/10 (Category avg: 8.7/10)
- **Calculated Fields:** 8.9/10 (Category avg: 8.5/10)

#### Who Is the Company Behind Precisely Data360 Analyze?

- **Seller:** [Precisely](https://www.g2.com/sellers/precisely-0b25c016-ffa5-4f51-9d9e-fcbc9f54cc55)
- **HQ Location:** Burlington, Massachusetts
- **Twitter:** @PreciselyData  
3,963 Twitter followers
- **LinkedIn® Page:** [www.linkedin.com](https://www.g2.com/external_clickthroughs/record?secure%5Bsource_type%5D=product_profile&secure%5Btoken%5D=aa7625aac55fc50224b866dc1039c6548253f1616db8a852a37b70885cfb50e8&secure%5Burl%5D=https%3A%2F%2Fwww.linkedin.com%2Fcompany%2F64863146%2F&secure%5Burl_type%5D=linkedin_company_website)  
3,006 employees on LinkedIn®

#### Who Uses This Product?

- **Company Size:** 50% Small, 25% Large

#### What Are Recent G2 Reviews of Precisely Data360 Analyze?

**["One Stop Solution For Data Scientist"](https://www.g2.com/survey_responses/precisely-data360-analyze-review-9619555)**

**Rating:** 5.0/5.0 stars

_— Rajiv K._

[Read full review](https://www.g2.com/survey_responses/precisely-data360-analyze-review-9619555)

**["Perfect solution for Data Analysis"](https://www.g2.com/survey_responses/precisely-data360-analyze-review-8918242)**

**Rating:** 5.0/5.0 stars

_— Munavvar M._

[Read full review](https://www.g2.com/survey_responses/precisely-data360-analyze-review-8918242)

#### What Are G2 Users Discussing About Precisely Data360 Analyze?

- [What is Infogix Data360 Analyze® used for?](https://www.g2.com/discussions/what-is-infogix-data360-analyze-used-for)

### [AnswerRocket](https://www.g2.com/products/answerrocket/reviews)

AnswerRocket supports some of the largest brands in the world with augmented analytics. Users type or speak business questions and get answers instantly. Answers are provided as interactive visualizations, accompanied with AI-generated insights that can be drilled into for deeper exploration.

**Average Rating:** 4.3/5.0

**Total Reviews:** 3

#### How Do G2 Users Rate AnswerRocket?

- **Steps to Answer:** 10.0/10 (Category avg: 8.4/10)
- **Reports Interface:** 10.0/10 (Category avg: 8.7/10)
- **Calculated Fields:** 10.0/10 (Category avg: 8.5/10)

#### Who Is the Company Behind AnswerRocket?

- **Seller:** [AnswerRocket](https://www.g2.com/sellers/answerrocket)
- **Year Founded:** 2013
- **HQ Location:** Atlanta, Georgia, United States
- **Twitter:** @AnswerRocket  
557 Twitter followers
- **LinkedIn® Page:** [www.linkedin.com](https://www.g2.com/external_clickthroughs/record?secure%5Bsource_type%5D=product_profile&secure%5Btoken%5D=0fd132a888227a0ec5918ef05296bec5e8697fe58fdbd0e75fd55760589ed1ea&secure%5Burl%5D=https%3A%2F%2Fwww.linkedin.com%2Fcompany%2Fanswerrocket%2F&secure%5Burl_type%5D=linkedin_company_website)  
45 employees on LinkedIn®

#### Who Uses This Product?

- **Company Size:** 67% Medium, 33% Large

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

**["Like having Google for your data"](https://www.g2.com/survey_responses/answerrocket-review-744119)**

**Rating:** 5.0/5.0 stars

_— Scott N._

[Read full review](https://www.g2.com/survey_responses/answerrocket-review-744119)

**["I have had a positive experience with AR."](https://www.g2.com/survey_responses/answerrocket-review-744094)**

**Rating:** 5.0/5.0 stars

_— Taylor S._

[Read full review](https://www.g2.com/survey_responses/answerrocket-review-744094)

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

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

### [AnswerDock](https://www.g2.com/products/answerdock/reviews)

AnswerDock is an AI-driven analytics solution that uses Natural Language Processing to provide answers to business users' questions, allowing them to make better and faster data-driven decisions, without the need for data analysts. You can try the product free by signing up. You will be able to upload your own data and experience most of the features of AnswerDock in the free version. Using AnswerDock, business users create their own reports and dashboards by typing their questions, just like using a web search engine. For example, users can type Top 10 Sales People by growth in number of leads this quarter. AnswerDock runs the analysis and displays the optimal visualization instantly. AnswerDock runs powerful data mining algorithms to answer questions asked in natural language, such as: • What drives my conversion rate up? • Why did Sales increase yesterday? • Whats driving shipment status to be delayed? • How does PageViews affect Revenue? AnswerDock connects to a variety of sources from excel files to relational databases (Mysql, SQL Server, … ) to 3rd-party APIs such as Google Analytics .Users can create dashboards combining multiple sources, enabling them to have an integrated view on their business. Industry professionals from any business function can use AnswerDock to easily explore their company's data, using an intuitive search-like interface with no required training. AnswerDock supports professionals in Retail and Ecommerce, Finance and Insurance, Healthcare, Transportation and Logistics, Communications and Media, Manufacturing, among other industries. AnswerDock provides a comprehensive data platform with tons of features: • Natural Language Processing • Auto Chart Selection • 30+ Interactive chart type • 50+ Customization Options • Data mining and Insights Discovery • Analysis Explanation • Custom Keywords • Automatic Data Indexing • Sharing and Collaboration • Formula-based Columns • Datasets Joins • Administration Console • Scheduled Data Loads • Export to CSV, PNG or PDF • Column, Row and Dataset Permissions • Users Management • Interactive Dashboards

**Average Rating:** 3.8/5.0

**Total Reviews:** 2

#### Who Is the Company Behind AnswerDock?

- **Seller:** [AnswerDock](https://www.g2.com/sellers/answerdock)
- **HQ Location:** United Arab Emirates
- **Twitter:** @AnswerDock  
19 Twitter followers
- **LinkedIn® Page:** [www.linkedin.com](https://www.g2.com/external_clickthroughs/record?secure%5Bsource_type%5D=product_profile&secure%5Btoken%5D=2ae04cd84c1b9fab2298ca633062e87fbd6850f92be00d73a71a25813043df07&secure%5Burl%5D=https%3A%2F%2Fwww.linkedin.com%2Fcompany%2Fanswerdock%2Fabout%2F&secure%5Burl_type%5D=linkedin_company_website)  
2 employees on LinkedIn®

#### Who Uses This Product?

- **Company Size:** 100% Small

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

**["Providing answers to questions of Business users"](https://www.g2.com/survey_responses/answerdock-review-7413685)**

**Rating:** 4.0/5.0 stars

_— Ravindra D._

[Read full review](https://www.g2.com/survey_responses/answerdock-review-7413685)

### [Helical Insight](https://www.g2.com/products/helical-insight/reviews)

Helical Insight is a software that helps user to make sense out of data and make well-informed decisions it allows user to connect to any database, flat files, big data, API or any other custom data source.

**Average Rating:** 4.0/5.0

**Total Reviews:** 3

#### Who Is the Company Behind Helical Insight?

- **Seller:** [Helical Insight](https://www.g2.com/sellers/helical-insight)
- **HQ Location:** N/A
- **Twitter:** @helicalinsight  
106 Twitter followers
- **LinkedIn® Page:** [www.linkedin.com](https://www.g2.com/external_clickthroughs/record?secure%5Bsource_type%5D=product_profile&secure%5Btoken%5D=7886df2ed926834e5eb248c77dcfa8e5c815d3ab1f0fe3132ced0dba45868834&secure%5Burl%5D=https%3A%2F%2Fwww.linkedin.com%2Fcompany%2FNo-Linkedin-Presence-Added-Intentionally-By-DataOps&secure%5Burl_type%5D=linkedin_company_website)  
1 employees on LinkedIn®

#### Who Uses This Product?

- **Company Size:** 33% Medium, 33% Small

#### What Are Recent G2 Reviews of Helical Insight?

**["Best for data processing specially for healthcare industry data"](https://www.g2.com/survey_responses/helical-insight-review-6740213)**

**Rating:** 4.5/5.0 stars

_— BABY C._

[Read full review](https://www.g2.com/survey_responses/helical-insight-review-6740213)

**["A unique software with variety of business data visualization option"](https://www.g2.com/survey_responses/helical-insight-review-6752668)**

**Rating:** 4.0/5.0 stars

_— RAKESH G._

[Read full review](https://www.g2.com/survey_responses/helical-insight-review-6752668)

### [Connexica CXAIR](https://www.g2.com/products/connexica-cxair/reviews)

Connexica offers self-service business intelligence software.

#### Who Is the Company Behind Connexica CXAIR?

- **Seller:** [Connexica](https://www.g2.com/sellers/connexica)
- **Year Founded:** 2006
- **HQ Location:** Stafford, GB
- **Twitter:** @ConnexicaUK  
3,502 Twitter followers
- **LinkedIn® Page:** [www.linkedin.com](https://www.g2.com/external_clickthroughs/record?secure%5Bsource_type%5D=product_profile&secure%5Btoken%5D=e684585da4e4470c73a0f79f94ac415c5e596c2d731d19a436bd6d94590fbeff&secure%5Burl%5D=https%3A%2F%2Fwww.linkedin.com%2Fcompany%2Fconnexica-limited%2F&secure%5Burl_type%5D=linkedin_company_website)  
16 employees on LinkedIn®

#### Who Uses This Product?

- **Company Size:** 100% Small

#### What Are Recent G2 Reviews of Connexica CXAIR?

**["Very flexible to use"](https://www.g2.com/survey_responses/connexica-cxair-review-5015114)**

**Rating:** 4.5/5.0 stars

_— Verified User in Financial Services_

[Read full review](https://www.g2.com/survey_responses/connexica-cxair-review-5015114)

#### What Are G2 Users Discussing About Connexica CXAIR?

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

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

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