# Top Free Analytics Platforms - Page 5

## How Many Analytics Platforms Products Does G2 Track?

**Total Products under this Category:** 367

### 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
- 28,800+ Authentic Reviews
- 367+ 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**

### Criteria

Hire to Inspire: Reveal the real potential behind every candidate with science you can trust and AI you can explain. Scientifically validated assessments, structured interviews, and talent development tools built to improve hiring outcomes and designed with your candidates in mind. Criteria is a comprehensive talent management platform designed to enhance talent acquisition and workforce development outcomes. This innovative solution provides organizations with the tools necessary to identify, assess, and nurture the best-fit talent for their specific needs. By integrating advanced candidate assessments and structured interview processes, Criteria enables companies to make informed hiring decisions while fostering a culture of continuous improvement and growth among their teams. With a focus on both pre-hire and post-hire phases, Criteria supports a wide range of use cases, from evaluating candidates to facilitating ongoing employee training and performance management. This holistic approach ensures that organizations not only attract top talent but also retain and develop high-performing teams. Criteria's assessments can be customized to align with specific job requirements, ensuring that the selection process is both relevant and efficient. Additionally, the platform offers structured interview frameworks that guide hiring managers in conducting focused interviews, helping to reduce bias and improve the overall quality of candidate evaluations. Beyond the hiring process, Criteria offers Develop, an innovative post-hire development tool. The platform provides resources for ongoing employee engagement and professional development, thanks to 24/7 AI-driven coaching. By leveraging data-driven insights, organizations can identify areas for improvement and enhance employee skills and productivity. This continuous feedback loop not only boosts individual performance but also contributes to the overall success of the organization. Criteria's comprehensive suite of tools empowers organizations to unlock the full potential of their workforce, ensuring that they not only hire the right talent but also cultivate an environment where employees can thrive and contribute to long-term success.

[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=2026-08-05T16%3A09%3A12Z&secure%5Bdisplayable_resource_id%5D=261&secure%5Bdisplayable_resource_type%5D=Category&secure%5Bmedium%5D=sponsored&secure%5Bplacement_reason%5D=retargeted_product&secure%5Bplacement_resource_ids%5D%5B%5D=21088&secure%5Bprioritized%5D=false&secure%5Bproduct_id%5D=21088&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%2Ffree%3Fpage%3D5&secure%5Btoken%5D=a56627ceb8aedc23dea1308a4ad69bee02ea79d99b1ecdf41212ced6670bfbdf&secure%5Burl%5D=https%3A%2F%2Finfo.criteriacorp.com%2Fvideo-interviewing-demo-request%2F%3Futm_medium%3Dpaid_social%26utm_source%3Dg2&secure%5Burl_type%5D=custom_url)

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

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

**Average Rating:** 4.1/5.0

**Total Reviews:** 57

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

- **Has the product been a good partner in doing business?:** 8.7/10 (Category avg: 9.1/10)
- **Steps to Answer:** 7.5/10 (Category avg: 8.4/10)
- **Reports Interface:** 8.3/10 (Category avg: 8.7/10)
- **Calculated Fields:** 8.2/10 (Category avg: 8.5/10)

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

- **Seller:** [Syncfusion](https://www.g2.com/sellers/syncfusion)
- **Company Website:** www.syncfusion.com
- **Year Founded:** 2001
- **HQ Location:** Morrisville, North Carolina
- **Twitter:** @Syncfusion  
11,907 Twitter followers
- **LinkedIn® Page:** [www.linkedin.com](https://www.g2.com/external_clickthroughs/record?secure%5Bsource_type%5D=product_profile&secure%5Btoken%5D=819bbd3d7046da28d101a1e5cf5794e766a9f74c4edf4d097116f83e77cc93b3&secure%5Burl%5D=https%3A%2F%2Fwww.linkedin.com%2Fcompany%2F123064%2F&secure%5Burl_type%5D=linkedin_company_website)  
2,709 employees on LinkedIn®

#### Who Uses This Product?

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

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

_AI-generated summary from verified user reviews_

##### Pros

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

##### Cons

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

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

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

**Rating:** 5.0/5.0 stars

_— Matthew R._

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

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

**Rating:** 5.0/5.0 stars

_— Jonathan K._

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

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

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

### [Grow.com](https://www.g2.com/products/grow-com/reviews)

Grow is a no-code full-stack business intelligence (BI) platform that empowers everyone in your organization to make data-driven decisions. By combining ETL, data warehousing and visualization in one easy-to-use platform, any organization can connect and explore its data to surface insights. Our unlimited-user license model gives everyone access to the answers they need without waiting in line for an analyst. Now everyone can make great decisions in real-time to accelerate their growth.

**Average Rating:** 4.3/5.0

**Total Reviews:** 274

#### How Do G2 Users Rate Grow.com?

- **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:** 8.3/10 (Category avg: 8.5/10)

#### Who Is the Company Behind Grow.com?

- **Seller:** [Epicor](https://www.g2.com/sellers/epicor)
- **Company Website:** www.epicor.com
- **Year Founded:** 1972
- **HQ Location:** Austin, TX
- **Twitter:** @Epicor  
9,286 Twitter followers
- **LinkedIn® Page:** [www.linkedin.com](https://www.g2.com/external_clickthroughs/record?secure%5Bsource_type%5D=product_profile&secure%5Btoken%5D=89ee06eeb2c1092926115071b22ad87b028ed4fd4eb02deb7823f4298af79e9e&secure%5Burl%5D=https%3A%2F%2Fwww.linkedin.com%2Fcompany%2F4617%2F&secure%5Burl_type%5D=linkedin_company_website)  
6,174 employees on LinkedIn®

#### Who Uses This Product?

- **Who Uses This:** Data Analyst, Account Manager
- **Top Industries:** Marketing and Advertising, Computer Software
- **Company Size:** 64% Small, 34% Medium

#### What Do G2 Reviewers Say About Grow.com?

_AI-generated summary from verified user reviews_

##### Pros

- Users praise the **ease of use** of Grow.com, enabling quick data access and effortless dashboard creation for all teams.
- Users appreciate the **easy data visualization** in Grow.com, enabling quick insights without navigating multiple tools.
- Users appreciate the **easy integrations** of Grow.com, seamlessly connecting data sources for quick insights and reports.
- Users appreciate the **user-friendly interface** of Grow.com, making performance tracking and reporting easily accessible.
- Users love the **seamless integrations** of Grow.com, enabling easy data collection from various sources for effective reporting.

##### Cons

- Users find Grow.com **expensive** , making it challenging for small firms and affecting overall accessibility.
- Users face **missing features** , such as inadequate visualization and performance issues, impacting usability and flexibility.
- Users find that the **slow loading** of data sources can hinder their overall experience with Grow.com.
- Users often face **slow performance** with Grow.com, especially during data syncing and refreshing processes, impacting analysis accuracy.
- Users experience **performance issues** due to large datasets, resulting in timeouts and a sluggish dashboard.

#### What Are Recent G2 Reviews of Grow.com?

**["Senior Accounting Specialist"](https://www.g2.com/survey_responses/grow-com-review-11487448)**

**Rating:** 5.0/5.0 stars

_— Verified User in Accounting_

[Read full review](https://www.g2.com/survey_responses/grow-com-review-11487448)

**["Easy to use for most users"](https://www.g2.com/survey_responses/grow-com-review-12953865)**

**Rating:** 4.5/5.0 stars

_— Verified User in Mechanical or Industrial Engineering_

[Read full review](https://www.g2.com/survey_responses/grow-com-review-12953865)

#### What Are G2 Users Discussing About Grow.com?

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

### [CorralData](https://www.g2.com/products/corraldata/reviews)

CorralData is an AI-powered analytics platform that transforms how organizations interact with their data, offering businesses instant, actionable insights without requiring technical expertise. Designed with ease of use and speed in mind, CorralData helps businesses quickly centralize and analyze data from over 500 built-in integrations. This vast connectivity allows organizations to unify their data seamlessly, making it accessible and actionable from one central platform. Key Features and Functionality: CorralData is built for non-technical users, enabling them to explore data through natural language queries and generate AI-driven reports effortlessly. The platform includes features like real-time dashboards, customizable reporting, and secure collaboration tools that empower teams to work with data collaboratively and make informed decisions faster. With CorralData, users can simply ask questions in plain English, and the platform instantly translates these queries into data insights, democratizing data access across the organization. Primary Value and Solution: CorralData solves a core challenge for many businesses: transforming complex, siloed data into accessible insights quickly, without the need for lengthy onboarding or engineering support. Traditional BI tools often require specialized teams and long lead times to implement, but CorralData’s intuitive design and instant integration capabilities eliminate these barriers. The platform’s HIPAA-compliant security measures also ensure that data is protected, making it a trusted choice for industries like healthcare and finance. CorralData’s primary value lies in its ability to make data-driven decision-making fast, accessible, and impactful. By equipping business users with immediate insights and robust analytical tools, CorralData enables companies to respond to market changes in real time, optimize operations, and drive growth, all while reducing dependency on technical resources. For businesses aiming to become data-driven overnight, CorralData is an ideal solution.

**Average Rating:** 4.9/5.0

**Total Reviews:** 19

#### How Do G2 Users Rate CorralData?

- **Has the product been a good partner in doing business?:** 10.0/10 (Category avg: 9.1/10)
- **Steps to Answer:** 9.8/10 (Category avg: 8.4/10)
- **Reports Interface:** 9.7/10 (Category avg: 8.7/10)
- **Calculated Fields:** 9.2/10 (Category avg: 8.5/10)

#### Who Is the Company Behind CorralData?

- **Seller:** [Corraldata](https://www.g2.com/sellers/corraldata)
- **Year Founded:** 2021
- **HQ Location:** New York, NY
- **Twitter:** @CorralData  
6 Twitter followers
- **LinkedIn® Page:** [www.linkedin.com](https://www.g2.com/external_clickthroughs/record?secure%5Bsource_type%5D=product_profile&secure%5Btoken%5D=69b09dcc19257ab73e1cc80c304378309623ed1fce2e7eb0a801ad094039a15f&secure%5Burl%5D=https%3A%2F%2Fwww.linkedin.com%2Fcompany%2F43342864&secure%5Burl_type%5D=linkedin_company_website)  
29 employees on LinkedIn®

#### Who Uses This Product?

- **Company Size:** 47% Medium, 47% Small

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

_AI-generated summary from verified user reviews_

##### Pros

- Users praise the **ease of use** of CorralData, enjoying seamless integration and straightforward access to comprehensive metrics.
- Users commend the **exceptional customer support** of CorralData, highlighting responsiveness and quick solutions throughout the onboarding process.
- Users commend the **ease of implementation** with CorralData, praising the rapid setup and support throughout the process.
- Users praise the **seamless integration capabilities** of CorralData, streamlining multiple systems into one efficient platform.
- Users find CorralData to be a **time-saving solution** , seamlessly integrating multiple systems into one unified platform.

##### Cons

- Users find the **complexity of data validation** in CorralData to be time-consuming and challenging during integration.
- Users find **data inaccuracy** challenging as validating and checking data correctness is time-consuming and difficult.
- Users find CorralData to be **expensive** compared to other tools, even if it offers considerable value.
- Users find **filtering problems** time-consuming, making it hard to validate data accuracy after widget creation.
- Users face **long integration times** due to complexities with Zenoti, leading to a challenging implementation experience.

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

**["Great BI Tool for integrating with Zenoti"](https://www.g2.com/survey_responses/corraldata-review-12263612)**

**Rating:** 5.0/5.0 stars

_— Verified User in Health, Wellness and Fitness_

[Read full review](https://www.g2.com/survey_responses/corraldata-review-12263612)

**["Exceptional Support and Effortless Onboarding Experience"](https://www.g2.com/survey_responses/corraldata-review-11982093)**

**Rating:** 5.0/5.0 stars

_— Verified User in Real Estate_

[Read full review](https://www.g2.com/survey_responses/corraldata-review-11982093)

### [Tellius](https://www.g2.com/products/tellius/reviews)

Enterprise Agentic Intelligence for Faster, Deeper Insights and Actions Tellius is the agentic intelligence platform that helps organizations understand performance, explain what changed, and take action—automatically and at scale. We unify natural language, automated reasoning, explainable insights, and workflow automation into a single decisioning layer used by commercial, finance, operations, and analytics teams. This is enterprise decision automation—transparent, governed, and built for real-world complexity. What Tellius Does: Enterprises don’t lack dashboards—they lack a fast, trusted way to understand business performance at the depth and granularity needed to make decisions. Tellius solves that by automating the full cycle: Question → Reasoning → Deep Insight → Explanation → Recommended Action Teams get answers in minutes instead of days, with full transparency into how Tellius reached its conclusions. How Tellius is Different: 1. End-to-End Agentic Intelligence Automates the entire loop from business question to explanation to downstream action—no manual stitching of tools. 2. Built for Multiple Data Sources & Multiple Teams Connects across diverse data sources (claims, CRM, POS, syndicated, SAP, Snowflake, Redshift, Databricks) and supports multiple business teams with different KPIs, workflows, and languages. 3. Deep, Explainable Insights Driver analysis, anomalies, comparisons, segmentation, and narratives that go far beyond dashboards or LLM chatbots. 4. Analyst-Governed, Business-Ready Analysts define the semantic layer, KPIs, data relationships, and governance—while business users get guided insights, explanations, and recommended actions that stay consistent with analyst-defined logic. 5. Enterprise-Grade Trust, Security & Data Complexity Handling Engineered for real-world enterprise data: handles multi-source, multi-grain, high-cardinality models, with built-in row-level security, audit trails, transparent SQL, and controlled LLM access for compliant, safe deployment. 6. Semantic Knowledge & Business Context Awareness Understands your business terminology, hierarchies, KPIs, and domain-specific logic—enabling context-rich interpretations, accurate reasoning, and consistent answers across all teams. 7. Workflow Accelerators for High-Value Domains Field Sales Effectiveness, Market Access, Claims, Retail Trade, Marketing Optimization, and Financial Variance. What You Get with Tellius: 1. 5–10× faster ad-hoc analysis across commercial and finance teams 2. 50+ hours saved per analyst/month on recurring deep dives 3. 30–40% faster KPI diagnosis across Access, Claims, and Field Execution 4. Up to 60% reduction in analytics backlog and manual work 5. Delivers 10–50× more granular and explainable insights at a level far beyond dashboards or LLM-only tools 6. Significant adoption lift due to explainable insights and multi-team workflows Why Customers Choose Tellius: - A single system that connects business questions to explanations and recommended actions - Transparent, trustworthy AI that works with (not against) existing data governance - Rapid value realization without hiring more analysts - Built for multi-team, multi-source, regulated, and complex enterprise environments

**Average Rating:** 4.3/5.0

**Total Reviews:** 26

#### How Do G2 Users Rate Tellius?

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

#### Who Is the Company Behind Tellius?

- **Seller:** [Tellius](https://www.g2.com/sellers/tellius)
- **Year Founded:** 2016
- **HQ Location:** Reston, Virginia
- **Twitter:** @TelliusData  
534 Twitter followers
- **LinkedIn® Page:** [www.linkedin.com](https://www.g2.com/external_clickthroughs/record?secure%5Bsource_type%5D=product_profile&secure%5Btoken%5D=4628c60d795a180e3a57925254154019223833e82dcd131162b11ba501581ca2&secure%5Burl%5D=https%3A%2F%2Fwww.linkedin.com%2Fcompany%2Ftellius%2F&secure%5Burl_type%5D=linkedin_company_website)  
126 employees on LinkedIn®

#### Who Uses This Product?

- **Company Size:** 42% Large, 35% Medium

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

_AI-generated summary from verified user reviews_

##### Pros

- Users value the **advanced analytics and visualization tools** in Tellius for uncovering insights and presenting data effectively.
- Users value the **advanced analytics capabilities** of Tellius, leveraging AI-driven insights to uncover hidden data patterns.
- Users praise the **ease of use** in Tellius, especially its natural language querying and intuitive data preparation features.
- Users value the **advanced analytics capabilities** of Tellius, leveraging AI for insightful data discoveries and patterns.
- Users value the **advanced analytics capabilities** of Tellius, enabling them to uncover insights through AI-driven analysis.

##### Cons

- Users are concerned about **confusing pricing** that may not accommodate small businesses or startups effectively.
- Users note that Tellius is **expensive** , making it less accessible for small businesses and startups.
- Users encounter **limited third-party integrations** with Tellius, restricting connections with other tools and platforms.
- Users may find the **learning curve** of Tellius challenging, especially those new to advanced analytics.
- Users experience **missing functionality** with Tellius, particularly in mobile access and third-party integrations.

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

**["Tellius Makes Team Data Analysis Easy with Natural Language Queries"](https://www.g2.com/survey_responses/tellius-review-13189549)**

**Rating:** 4.0/5.0 stars

_— Muhammed A._

[Read full review](https://www.g2.com/survey_responses/tellius-review-13189549)

**["Tellius is a business intelligence and analytics tool"](https://www.g2.com/survey_responses/tellius-review-8841087)**

**Rating:** 4.5/5.0 stars

_— Yogesh R._

[Read full review](https://www.g2.com/survey_responses/tellius-review-8841087)

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

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

### [Autonmis](https://www.g2.com/products/autonmis/reviews)

𝗔𝘂𝘁𝗼𝗻𝗺𝗶𝘀 - 𝗔𝗜 𝘁𝗼 𝗲𝗹𝗶𝗺𝗶𝗻𝗮𝘁𝗲 𝗯𝘂𝘀𝗶𝗻𝗲𝘀𝘀 𝗼𝗽𝘀 𝗳𝗮𝗶𝗹𝘂𝗿𝗲𝘀 Operations run the business. Yet most teams still rely on spreadsheets, siloed systems, and delayed reports to track issues - creating blind spots across workflows, compliance, and outcomes. 𝗔𝘂𝘁𝗼𝗻𝗺𝗶𝘀 𝗳𝗶𝗹𝗹𝘀 𝘁𝗵𝗮𝘁 𝗺𝗶𝘀𝘀𝗶𝗻𝗴 𝗹𝗮𝘆𝗲𝗿: 𝗕𝘂𝘀𝗶𝗻𝗲𝘀𝘀 𝗢𝗽𝘀 𝗜𝗻𝘁𝗲𝗹𝗹𝗶𝗴𝗲𝗻𝗰𝗲. We plug into your existing tools and workflows, learn what “healthy operations” look like, and help your team detect, diagnose, and de-risk problems in real time: 𝗗𝗲𝘁𝗲𝗰𝘁: Stuck files, delays, mismatches, and broken workflows as they happen. 𝗗𝗶𝗮𝗴𝗻𝗼𝘀𝗲: Root causes across systems, not just surface-level tickets. 𝗗𝗲-𝗿𝗶𝘀𝗸: Early signals on operational, regulatory, customer, or revenue impact. Autonmis doesn’t replace your tools - it connects and illuminates them, giving your team clear visibility, audit-ready insights, and the freedom to focus on impact, not firefighting. For teams of any size managing critical operations, 𝗔𝘂𝘁𝗼𝗻𝗺𝗶𝘀 𝗯𝗲𝗰𝗼𝗺𝗲𝘀 𝘁𝗵𝗲 𝘀𝘆𝘀𝘁𝗲𝗺 𝗯𝗲𝗵𝗶𝗻𝗱 𝘀𝗺𝗼𝗼𝘁𝗵𝗲𝗿, 𝗳𝗮𝘀𝘁𝗲𝗿, 𝗮𝗻𝗱 𝗺𝗼𝗿𝗲 𝗿𝗲𝗹𝗶𝗮𝗯𝗹𝗲 - 𝗶𝗻𝘁𝗲𝗹𝗹𝗶𝗴𝗲𝗻𝘁 𝗯𝘂𝘀𝗶𝗻𝗲𝘀𝘀 𝗼𝗽𝗲𝗿𝗮𝘁𝗶𝗼𝗻𝘀.

**Average Rating:** 4.6/5.0

**Total Reviews:** 17

#### How Do G2 Users Rate Autonmis?

- **Has the product been a good partner in doing business?:** 9.2/10 (Category avg: 9.1/10)
- **Steps to Answer:** 9.2/10 (Category avg: 8.4/10)
- **Reports Interface:** 9.8/10 (Category avg: 8.7/10)
- **Calculated Fields:** 9.7/10 (Category avg: 8.5/10)

#### Who Is the Company Behind Autonmis?

- **Seller:** [Autonmis](https://www.g2.com/sellers/autonmis)
- **Year Founded:** 2024
- **HQ Location:** Bangalore, IN
- **Twitter:** @helloautonmis  
7 Twitter followers
- **LinkedIn® Page:** [www.linkedin.com](https://www.g2.com/external_clickthroughs/record?secure%5Bsource_type%5D=product_profile&secure%5Btoken%5D=64b0b1dbf1d69936212a17c7cdcd1947d00b214581b8ecc22d585ea91b87f741&secure%5Burl%5D=https%3A%2F%2Fwww.linkedin.com%2Fcompany%2Fautonmis%2F&secure%5Burl_type%5D=linkedin_company_website)  
8 employees on LinkedIn®

#### Who Uses This Product?

- **Top Industries:** Computer Software
- **Company Size:** 76% Small, 24% Medium

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

_AI-generated summary from verified user reviews_

##### Pros

- Users highlight the **efficiency** of Autonmis' ETL pipelines, significantly streamlining data processes and enhancing productivity.
- Users appreciate the **ease of use** of Autonmis, simplifying workflows and enabling smooth data transitions effortlessly.
- Users appreciate how Autonmis offers **time-saving capabilities** by streamlining data workflows and reducing manual efforts significantly.
- Users value the **easy integrations** of Autonmis, enhancing collaboration and streamlining data analysis workflows efficiently.
- Users value the **AI-powered query optimization** , significantly improving efficiency and productivity across their analytics tasks.

##### Cons

- Users find the **poor visualization** options limiting, hindering effective data representation and customization in Autonmis.
- Users note the **missing features** in Autonmis, particularly in advanced analytics and customization for workflows.
- Users note the **limited chart functionality** , suggesting enhancements for a more intuitive and user-friendly visualization experience.
- Users find the **limited customization** of Autonmis restricts their ability to tailor workflows effectively.
- Users face **dependency issues** with Autonmis, finding chart creation and dashboard building less intuitive than desired.

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

**["All-in-one data workflow platform that actually saves time"](https://www.g2.com/survey_responses/autonmis-review-12576096)**

**Rating:** 4.5/5.0 stars

_— Sujal K._

[Read full review](https://www.g2.com/survey_responses/autonmis-review-12576096)

**["All-in-One Platform That Streamlines Analytics with AI"](https://www.g2.com/survey_responses/autonmis-review-12688510)**

**Rating:** 4.5/5.0 stars

_— Ansh S._

[Read full review](https://www.g2.com/survey_responses/autonmis-review-12688510)

### [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)

### [Explo](https://www.g2.com/products/explo/reviews)

Explo provides a powerful embedded dashboard and reporting solution. Securely share customizable product analytics, project reports, and KPIs with each of your customers all while seamlessly matching your product's design. Give your users the power to explore their data on their on by editing dashboards and building their own self serve data reports.

**Average Rating:** 4.9/5.0

**Total Reviews:** 137

#### How Do G2 Users Rate Explo?

- **Has the product been a good partner in doing business?:** 9.1/10 (Category avg: 9.1/10)
- **Steps to Answer:** 9.2/10 (Category avg: 8.4/10)
- **Reports Interface:** 9.2/10 (Category avg: 8.7/10)
- **Calculated Fields:** 9.1/10 (Category avg: 8.5/10)

#### Who Is the Company Behind Explo?

- **Seller:** [Explo](https://www.g2.com/sellers/explo)
- **Year Founded:** 2019
- **HQ Location:** San Francisco, CA
- **Twitter:** @tryexplo  
657 Twitter followers
- **LinkedIn® Page:** [www.linkedin.com](https://www.g2.com/external_clickthroughs/record?secure%5Bsource_type%5D=product_profile&secure%5Btoken%5D=390bde9480d24f9dd3ddc7c9d6bf3d58d8a8bb8ba5f6c959d0344e26a7d0f319&secure%5Burl%5D=http%3A%2F%2Fwww.linkedin.com%2Fcompany%2Fexplo-co&secure%5Burl_type%5D=linkedin_company_website)  
12 employees on LinkedIn®

#### Who Uses This Product?

- **Who Uses This:** Co-Founder
- **Top Industries:** Computer Software, Financial Services
- **Company Size:** 77% Small, 22% Medium

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

_AI-generated summary from verified user reviews_

##### Pros

- Users value the **flexible charting features** of Explo, enabling quick data connections and beautiful visualizations.
- Users love the **flexible dashboard customization** in Explo, enhancing data visualization and user experience significantly.
- Users value the **ease of use** of Explo, highlighting its intuitive UI and quick dashboard creation capabilities.
- Users love the **easy creation** of dashboards in Explo, appreciating its flexibility and intuitive interface for customization.
- Users value the **customizability** of Explo, appreciating its intuitive UI and flexible dashboard creation tools.

##### Cons

- Users find the **complexity** of implementing customer-facing dashboards challenging, due to a difficult and unintuitive design.
- Users find the **complex usage** of Explo challenging due to its unintuitive design and difficult learning curve.
- Users find the **initial difficulty** in implementing customer-facing dashboards challenging due to the unintuitive design.
- Users struggle with **layout issues** in Explo, finding the dashboard implementation complex and the design unintuitive.
- Users find the **learning curve steep** due to Explo's unintuitive design and complex customer-facing dashboard implementation.

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

**["Explo Review"](https://www.g2.com/survey_responses/explo-review-11673994)**

**Rating:** 5.0/5.0 stars

_— Ravi T._

[Read full review](https://www.g2.com/survey_responses/explo-review-11673994)

**["Very useful"](https://www.g2.com/survey_responses/explo-review-11657769)**

**Rating:** 5.0/5.0 stars

_— Sowmiya R._

[Read full review](https://www.g2.com/survey_responses/explo-review-11657769)

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

- [How has Explo enhanced your data visualization efforts, and what features do you find most useful?](https://www.g2.com/discussions/how-has-explo-enhanced-your-data-visualization-efforts-and-what-features-do-you-find-most-useful)

### [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)

### [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)

### [Zenlytic](https://www.g2.com/products/zenlytic/reviews)

Most orgs have more data than they know what to do with. Zenlytic changes that. Zenlytic is the AI Data Analyst for your entire org. Zoë answers the hardest questions and builds the decks, memos, and Excel models to back them up. She onboards in under an hour and surfaces verified answers on demand. Companies in retail, SaaS, technology, and finance use Zenlytic to stop waiting on data and start acting on it. Business teams get answers without the backlog. Data teams get out of the weeds. Curious what that looks like for your org? Start here.

**Average Rating:** 4.1/5.0

**Total Reviews:** 17

#### How Do G2 Users Rate Zenlytic?

- **Has the product been a good partner in doing business?:** 8.3/10 (Category avg: 9.1/10)
- **Steps to Answer:** 5.0/10 (Category avg: 8.4/10)
- **Reports Interface:** 8.3/10 (Category avg: 8.7/10)
- **Calculated Fields:** 5.0/10 (Category avg: 8.5/10)

#### Who Is the Company Behind Zenlytic?

- **Seller:** [Zenlytic](https://www.g2.com/sellers/zenlytic)
- **Company Website:** zenlytic.com
- **Year Founded:** 2018
- **HQ Location:** New York, US
- **LinkedIn® Page:** [www.linkedin.com](https://www.g2.com/external_clickthroughs/record?secure%5Bsource_type%5D=product_profile&secure%5Btoken%5D=8d63a2d8558b89cedb6963b2c0f22ab7298aeca7a7f76ad7f165543b1865e365&secure%5Burl%5D=https%3A%2F%2Fwww.linkedin.com%2Fcompany%2Fzenlytic&secure%5Burl_type%5D=linkedin_company_website)  
20 employees on LinkedIn®

#### Who Uses This Product?

- **Company Size:** 41% Medium, 29% Large

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

**["Thorough Insights, Clean UI, and Brilliant AI Dashboards That Save Time"](https://www.g2.com/survey_responses/zenlytic-review-13181208)**

**Rating:** 4.5/5.0 stars

_— Kateryna M._

[Read full review](https://www.g2.com/survey_responses/zenlytic-review-13181208)

**["Powerful Data Warehouse Linking and Impressive Data-Driven Recommendations"](https://www.g2.com/survey_responses/zenlytic-review-13118680)**

**Rating:** 4.5/5.0 stars

_— Verified User in Health, Wellness and Fitness_

[Read full review](https://www.g2.com/survey_responses/zenlytic-review-13118680)

### [MachEye](https://www.g2.com/products/macheye/reviews)

MachEye’s augmented analytics platform transforms the way organizations integrate their data, decisions, and operations. While current business intelligence platforms only answer “what” questions on data, MachEye helps users answer “what, why, and how” scenarios for everyone at an organization. Decision makers at any level can now receive actionable insights and recommendations through a “Google like” search experience and “YouTube like” audio-visual experience, in addition to charts and self-service analytics. MachEye adds an actionable “play” button to data! For more information, visit https://www.macheye.com.

**Average Rating:** 4.7/5.0

**Total Reviews:** 10

#### How Do G2 Users Rate MachEye?

- **Has the product been a good partner in doing business?:** 8.9/10 (Category avg: 9.1/10)
- **Steps to Answer:** 8.3/10 (Category avg: 8.4/10)
- **Reports Interface:** 9.4/10 (Category avg: 8.7/10)
- **Calculated Fields:** 9.4/10 (Category avg: 8.5/10)

#### Who Is the Company Behind MachEye?

- **Seller:** [MachEye](https://www.g2.com/sellers/macheye)
- **Year Founded:** 2018
- **HQ Location:** San Jose, US
- **Twitter:** @MachEyeInc  
58 Twitter followers
- **LinkedIn® Page:** [www.linkedin.com](https://www.g2.com/external_clickthroughs/record?secure%5Bsource_type%5D=product_profile&secure%5Btoken%5D=185687cfa848e4d4c1bc0aebd63f865082cdad1b509e4f4cc5eff7660f4e41ab&secure%5Burl%5D=https%3A%2F%2Fwww.linkedin.com%2Fcompany%2Fmacheye&secure%5Burl_type%5D=linkedin_company_website)  
12 employees on LinkedIn®

#### Who Uses This Product?

- **Company Size:** 60% Medium, 20% Large

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

**["The game changer"](https://www.g2.com/survey_responses/macheye-review-8554346)**

**Rating:** 4.5/5.0 stars

_— Verified User in Financial Services_

[Read full review](https://www.g2.com/survey_responses/macheye-review-8554346)

**["Delivering intelligent search and engaging tales for all of my work has been made possible."](https://www.g2.com/survey_responses/macheye-review-8519678)**

**Rating:** 4.0/5.0 stars

_— Rahul S._

[Read full review](https://www.g2.com/survey_responses/macheye-review-8519678)

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

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

### [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

### [The Ikigai platform](https://www.g2.com/products/the-ikigai-platform/reviews)

Ikigai's operational BI platform transforms the way businesses make tactical decisions. Business-user-friendly UI/UX enables anyone to infuse and prepare data and run robust AI-powered analyses to achieve their business goals. DeepMatch stitches together even the most disparate datasets in minutes without any data pre-processing. This patented technology improves over time and learns from humans. The proprietary DeepCasting technology generates forecasts on as little as a few weeks of data, also with higher accuracy than any other method. Instead of comparing a handful of what-if scenarios, Ikigai's proprietary DeepPlan analysis evaluates up to 10^19 options and identifies the most optimal ones for any given parameters. Built upon cutting-edge MIT research on AI and machine learning, Ikigai is uniquely positioned to help operational teams improve the speed and accuracy of their decisions under uncertainty and constant change, ultimately increasing the ROI for their business, while making the latest data science techniques accessible to any data professional. Learn more https://www.ikigailabs.io

**Average Rating:** 4.6/5.0

**Total Reviews:** 16

#### How Do G2 Users Rate The Ikigai platform?

- **Steps to Answer:** 8.9/10 (Category avg: 8.4/10)
- **Reports Interface:** 9.6/10 (Category avg: 8.7/10)
- **Calculated Fields:** 9.5/10 (Category avg: 8.5/10)

#### Who Is the Company Behind The Ikigai platform?

- **Seller:** [Ikigai Labs](https://www.g2.com/sellers/ikigai-labs)
- **HQ Location:** Singapore, Singapore
- **Twitter:** @IkigaiInc  
74 Twitter followers
- **LinkedIn® Page:** [www.linkedin.com](https://www.g2.com/external_clickthroughs/record?secure%5Bsource_type%5D=product_profile&secure%5Btoken%5D=87c5fb72d9af8f1b958b169753f7f57e9733c34a2488e10a78ac85c4d30d0ad9&secure%5Burl%5D=https%3A%2F%2Fwww.linkedin.com%2Fcompany%2Fikigai-labs%2F&secure%5Burl_type%5D=linkedin_company_website)  
1 employees on LinkedIn®

#### Who Uses This Product?

- **Company Size:** 63% Small, 25% Large

#### What Are Recent G2 Reviews of The Ikigai platform?

**["Made it effortless"](https://www.g2.com/survey_responses/the-ikigai-platform-review-8544679)**

**Rating:** 5.0/5.0 stars

_— Winnie D._

[Read full review](https://www.g2.com/survey_responses/the-ikigai-platform-review-8544679)

**["Ikigai is a great tool for ML/AI no code projects"](https://www.g2.com/survey_responses/the-ikigai-platform-review-8550685)**

**Rating:** 5.0/5.0 stars

_— Aaron R._

[Read full review](https://www.g2.com/survey_responses/the-ikigai-platform-review-8550685)

### [Digital Hive](https://www.g2.com/products/digital-hive/reviews)

Digital Hive is an Analytics Catalog that curates and creates a single place for users to consume and find the analytics they need. Not a revisualization, we don't touch your data or recreate your security and you customize the consumption experience to wow your users. With Digital Hive you'll see greater value from your analytics investment by increased adoption, improved data literacy and reduced duplication of content.

**Average Rating:** 4.5/5.0

**Total Reviews:** 24

#### How Do G2 Users Rate Digital Hive?

- **Has the product been a good partner in doing business?:** 9.4/10 (Category avg: 9.1/10)
- **Steps to Answer:** 8.6/10 (Category avg: 8.4/10)
- **Reports Interface:** 8.7/10 (Category avg: 8.7/10)
- **Calculated Fields:** 8.2/10 (Category avg: 8.5/10)

#### Who Is the Company Behind Digital Hive?

- **Seller:** [Digital Hive](https://www.g2.com/sellers/digital-hive-d733945f-74bc-4117-a8ff-692a74b2542f)
- **Year Founded:** 2014
- **HQ Location:** Ottawa, CA
- **LinkedIn® Page:** [www.linkedin.com](https://www.g2.com/external_clickthroughs/record?secure%5Bsource_type%5D=product_profile&secure%5Btoken%5D=effd5e8ac7f7833dd67f241d1f3fe19d47898affa17404c477cf5d2a72123d0d&secure%5Burl%5D=https%3A%2F%2Fwww.linkedin.com%2Fcompany%2Fdigital-hive-portal%2F&secure%5Burl_type%5D=linkedin_company_website)  
20 employees on LinkedIn®

#### Who Uses This Product?

- **Top Industries:** Marketing and Advertising
- **Company Size:** 48% Medium, 36% Small

#### What Do G2 Reviewers Say About Digital Hive?

_AI-generated summary from verified user reviews_

##### Pros

- Users love the **user-friendly interface** of Digital Hive, enhancing accessibility and collaboration across analytics tools.
- Users value the **seamless integrations** of Digital Hive, enhancing collaboration and simplifying analytics across various BI tools.
- Users praise the **excellent analytical tools** of Digital Hive, enhancing business analysis and growth opportunities.
- Users appreciate the **scalability** of Digital Hive, allowing easy access and collaboration across multiple platforms.
- Users appreciate the **customization options** in Digital Hive that allow tailored dashboards and seamless integration with existing tools.

##### Cons

- Users find the **pricing too high** for Digital Hive, especially considering the lack of free trials or versions.
- Users find the **integration complexity** of Digital Hive challenging, especially with customized setups and feature navigation.
- Users experience occasional **bugs** in the software that impact performance and could be improved upon.
- Users express concern over the lack of **Row-Level Security (RLS)**, limiting data access management for individual users.
- Users find **complex usage** in Digital Hive due to rigid workflows and inadequate documentation, hindering effective onboarding.

#### What Are Recent G2 Reviews of Digital Hive?

**["Unified Platform Enhances Data Management and Insights"](https://www.g2.com/survey_responses/digital-hive-review-12091596)**

**Rating:** 4.0/5.0 stars

_— Atharva P._

[Read full review](https://www.g2.com/survey_responses/digital-hive-review-12091596)

**["Best Analytics platform"](https://www.g2.com/survey_responses/digital-hive-review-10374529)**

**Rating:** 5.0/5.0 stars

_— Pooja S._

[Read full review](https://www.g2.com/survey_responses/digital-hive-review-10374529)

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