# Best Agentic Analytics Software

  *By [Shalaka Joshi](https://research.g2.com/insights/author/shalaka-joshi)*

   Agentic analytics software uses autonomous AI agents to analyze data, generate insights, and trigger actions without direct user input. These platforms go beyond traditional business intelligence or augmented analytics by enabling agents to reason through complex tasks, adapt based on feedback, and operate based on defined goals or constraints.

Predictive analytics tools are different from agentic analytics platforms as they forecast future outcomes based on historical data. Agentic analytics takes a more advanced, autonomous approach. These platforms use AI agents not only to predict but also to interpret data, reason through multi-step tasks, explain their logic, and take contextual actions. Unlike predictive tools that require human intervention to analyze and act, agentic systems are self-directed, enabling continuous, insight-to-action workflows with minimal user input.

Agentic analytics tools continuously scan connected data sources, detect trends or anomalies, and proactively deliver forecasts, explanations, or workflow triggers. They support natural language interfaces, provide explainable outputs, and often integrate with external systems for end-to-end decision automation. This software is used by data teams, business users, and operations professionals seeking real-time, self-directed analysis that reduces manual effort and enhances decision velocity.

To qualify for inclusion in the Agentic Analytics category, a product must:

- Employ autonomous or semi-autonomous AI agents for data analysis
- Support multi-step reasoning or task chaining for insight generation
- Trigger actions or workflows based on data-driven agent outputs
- Provide explainable outputs or reasoning logs from agents
- Allow user-defined goals, prompts, or parameters for agent behavior




  
## How Many Agentic Analytics Software Products Does G2 Track?
**Total Products under this Category:** 37

### Category Stats (Jun 2026)
- **Average Rating**: 4.58/5 The average rating of products in this category, based on all submitted ratings
- **New Reviews This Quarter**: 63
- **Buyer Segments**: Mid-Market 39% │ Enterprise 39% │ Small-Business 22% Represents the distribution of reviewers across all products in this category.
- **Top Trending Product**: GoodData.AI (+0.013) - Among all products in this category, GoodData.AI recorded the largest rating increase compared to last month
*Last updated: June 01, 2026*

  
## How Does G2 Rank Agentic Analytics Software Products?

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

- 30 Analysts and Data Experts
- 7,200+ Authentic Reviews
- 37+ 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.

  
## Which Agentic Analytics Software Is Best for Your Use Case?

- **Leader:** [Hex](https://www.g2.com/products/hex-tech-hex/reviews)
- **Highest Performer:** [Toffu AI](https://www.g2.com/products/toffu-ai/reviews)
- **Easiest to Use:** [Hex](https://www.g2.com/products/hex-tech-hex/reviews)
- **Top Trending:** [Hex](https://www.g2.com/products/hex-tech-hex/reviews)
- **Best Free Software:** [Hex](https://www.g2.com/products/hex-tech-hex/reviews)

  
---

**Sponsored**

### GoodData.AI

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



[Visit website](https://www.g2.com/external_clickthroughs/record?secure%5Bad_program%5D=ppc&secure%5Bad_slot%5D=category_product_list&secure%5Bcategory_id%5D=1012865&secure%5Bdisplayable_resource_id%5D=1012865&secure%5Bdisplayable_resource_type%5D=Category&secure%5Bmedium%5D=sponsored&secure%5Bplacement_reason%5D=page_category&secure%5Bplacement_resource_ids%5D%5B%5D=1012865&secure%5Bprioritized%5D=false&secure%5Bproduct_id%5D=610&secure%5Bresource_id%5D=1012865&secure%5Bresource_type%5D=Category&secure%5Bsource_type%5D=category_page&secure%5Bsource_url%5D=https%3A%2F%2Fwww.g2.com%2Fcategories%2Fagentic-analytics%3Fpage%3D2&secure%5Btoken%5D=e213041a1fb23dc6b35eb82a12653ce60193e593e9ae51b08e3edbd1b32bd938&secure%5Burl%5D=https%3A%2F%2Fwww.gooddata.com%2Fplatform%2Fai-hub%2F&secure%5Burl_type%5D=custom_url)

---

  ## What Are the Top-Rated Agentic Analytics Software Products in 2026?
### 1. [Hex](https://www.g2.com/products/hex-tech-hex/reviews)
  Hex is the world’s favorite AI Analytics platform. With Hex, anyone can explore data using natural language, with or without code, all on trusted context, in one AI-powered platform. Get started now \> https://app.hex.tech/signup?source=g2 Get a demo \> https://hex.tech/request-a-demo/?source=g2


  **Average Rating:** 4.5/5.0
  **Total Reviews:** 392

**Who Is the Company Behind Hex?**

- **Seller:** [Hex Tech](https://www.g2.com/sellers/hex-tech)
- **Company Website:** https://hex.tech/
- **Year Founded:** 2019
- **HQ Location:** San Francisco, US
- **Twitter:** @_hex_tech (6,899 Twitter followers)
- **LinkedIn® Page:** https://www.linkedin.com/company/hex-technologies/ (249 employees on LinkedIn®)

**Who Uses This Product?**
  - **Who Uses This:** Data Analyst, Data Scientist
  - **Top Industries:** Computer Software, Information Technology and Services
  - **Company Size:** 54% Mid-Market, 22% Small-Business


#### What Are Hex's Pros and Cons?

**Pros:**

- Ease of Use (130 reviews)
- SQL Queries (81 reviews)
- Data Management (79 reviews)
- SQL Querying (74 reviews)
- Data Analysis (62 reviews)

**Cons:**

- Limited Features (45 reviews)
- Missing Features (41 reviews)
- Lacking Features (38 reviews)
- Limited Visualization (30 reviews)
- Data Management Issues (29 reviews)

### 2. [Tableau](https://www.g2.com/products/tableau/reviews)
  Tableau is the world’s leading AI-powered analytics platform. Whether you are a business user or an analyst, Tableau turns trusted data into actionable insights. With our flexible, interoperable platform, you can: Turn data into action at scale with human and agent collaboration. Tableau Next delivers agentic AI for faster data-insight-action workflows. It surfaces insights, provides proactive recommendations, and helps you take action in the flow of work. Scale data-driven insights with complete operational confidence. Tableau Cloud enables fully managed analytics at scale. It accelerates your time to value and gives you access to the latest AI-powered innovations. Deploy visual, self-service analytics with unmatched control and flexibility. Tableau Server meets your organization's governance and security needs. It provides enterprise-grade, self-service analytics on-premise or in your private cloud.


  **Average Rating:** 4.4/5.0
  **Total Reviews:** 3,552

**Who Is the Company Behind Tableau?**

- **Seller:** [Salesforce](https://www.g2.com/sellers/salesforce)
- **Company Website:** https://www.salesforce.com/
- **Year Founded:** 1999
- **HQ Location:** San Francisco, CA
- **Twitter:** @salesforce (581,272 Twitter followers)
- **LinkedIn® Page:** https://www.linkedin.com/company/3185/ (88,363 employees on LinkedIn®)

**Who Uses This Product?**
  - **Who Uses This:** Data Analyst, Business Analyst
  - **Top Industries:** Information Technology and Services, Computer Software
  - **Company Size:** 41% Enterprise, 36% Mid-Market


#### What Are Tableau's Pros and Cons?

**Pros:**

- Ease of Use (634 reviews)
- Data Visualization (544 reviews)
- Visualization (412 reviews)
- Features (340 reviews)
- Intuitive (309 reviews)

**Cons:**

- Learning Curve (275 reviews)
- Learning Difficulty (234 reviews)
- Expensive (217 reviews)
- Slow Performance (151 reviews)
- Difficulty (135 reviews)

### 3. [Toffu AI](https://www.g2.com/products/toffu-ai/reviews)
  Toffu AI is an AI-powered marketing automation platform designed to streamline marketing operations for B2B SaaS companies. It enables marketing teams to execute strategies, analyze data, and make informed decisions through a conversational chat interface. By integrating with existing marketing tools, Toffu AI automates repetitive tasks, generates insights, and optimizes campaigns in real time, allowing teams to focus on strategic initiatives. Key Features: - Conversational AI Interface: Allows users to perform marketing tasks and receive insights through natural language commands, simplifying complex operations. - Seamless Tool Integration: Connects with platforms like Google Analytics, LinkedIn, and Google Ads to coordinate campaigns and automate workflows. - Automated Task Execution: Handles repetitive activities such as keyword research and campaign optimization, freeing up time for strategic planning. - Data-Driven Insights: Provides real-time analysis of marketing data, offering actionable recommendations to enhance performance. - Smart Playbooks: Offers adaptable, repeatable workflows for various marketing strategies, guiding users through tasks like account-based marketing and influencer outreach. Primary Value and Solutions: Toffu AI addresses the inefficiencies of manual marketing processes by automating tasks such as data aggregation, report generation, and cross-platform campaign management. This automation reduces time spent on administrative work and minimizes human error in data interpretation. The platform is particularly valuable for marketing teams in B2B companies, agencies, and enterprises aiming to scale operations without increasing headcount. Use cases include scaling account-based marketing research, optimizing paid ad budgets, and conducting real-time competitor analysis to inform campaign adjustments.


  **Average Rating:** 4.7/5.0
  **Total Reviews:** 23

**Who Is the Company Behind Toffu AI?**

- **Seller:** [Toffu AI](https://www.g2.com/sellers/toffu-ai)
- **Year Founded:** 2024
- **HQ Location:** Middletown, US
- **LinkedIn® Page:** https://linkedin.com/company/toffu-ai (3 employees on LinkedIn®)

**Who Uses This Product?**
  - **Top Industries:** Computer Software
  - **Company Size:** 74% Small-Business, 17% Mid-Market


#### What Are Toffu AI's Pros and Cons?

**Pros:**

- Content Creation (6 reviews)
- Time Saving (6 reviews)
- Valuable Insights (6 reviews)
- Integration Capabilities (4 reviews)
- Marketing Strategies (4 reviews)

**Cons:**

- Data Inaccuracy (2 reviews)
- Limited Features (2 reviews)
- Software Bugs/Issues (2 reviews)
- Credit Issues (1 reviews)
- Integration Issues (1 reviews)

### 4. [Alteryx](https://www.g2.com/products/alteryx/reviews)
  Alteryx, through it's Alteryx One platform, helps enterprises transform complex, disconnected data into a clean, AI-ready state. Whether you’re creating financial forecasts, analyzing supplier performance, segmenting customer data, analyzing employee retention, or building competitive AI applications from your proprietary data, Alteryx One makes it easy to cleanse, blend, and analyze data to unlock the unique insights that drive impactful decisions. AI-Guided Analytics Alteryx automates and simplifies every stage of data preparation and analysis, from validation and enrichment to predictive analytics and automated insights. Incorporate generative AI directly into your workflows to streamline complex data tasks and generate insights faster. Unmatched flexibility, whether you prefer code-free workflows, natural language commands, or low-code options, Alteryx adapts to your needs. Trusted. Secure. Enterprise-Ready. Alteryx is trusted by over half of the Global 2000 and 19 of the top 20 global banks. With built-in automation, governance, and security, your workflows can scale and maintain compliance while delivering consistent results. And it doesn’t matter if your systems are on-premises, hybrid, or in the cloud; Alteryx fits effortlessly into your infrastructure. Easy to Use. Deeply Connected. What truly sets Alteryx apart is our focus on efficiency and ease of use for analysts and our active community of 700,000 Alteryx users to support you at every step of your journey. With seamless integration to data everywhere including platforms like Databricks, Snowflake, AWS, Google, SAP, and Salesforce, our platform helps unify siloed data and accelerate getting to insights. Visit Alteryx.com for more information, and to start your free trial.


  **Average Rating:** 4.6/5.0
  **Total Reviews:** 777

**Who Is the Company Behind Alteryx?**

- **Seller:** [Alteryx](https://www.g2.com/sellers/alteryx)
- **Company Website:** https://www.alteryx.com
- **Year Founded:** 1997
- **HQ Location:** Irvine, CA
- **Twitter:** @alteryx (26,181 Twitter followers)
- **LinkedIn® Page:** https://www.linkedin.com/company/903031/ (2,268 employees on LinkedIn®)

**Who Uses This Product?**
  - **Who Uses This:** Data Analyst, Analyst
  - **Top Industries:** Financial Services, Accounting
  - **Company Size:** 64% Enterprise, 21% Mid-Market


#### What Are Alteryx's Pros and Cons?

**Pros:**

- Ease of Use (333 reviews)
- Automation (148 reviews)
- Intuitive (132 reviews)
- Easy Learning (102 reviews)
- Efficiency (102 reviews)

**Cons:**

- Expensive (88 reviews)
- Learning Curve (80 reviews)
- Missing Features (62 reviews)
- Learning Difficulty (55 reviews)
- Slow Performance (41 reviews)

### 5. [ThoughtSpot](https://www.g2.com/products/thoughtspot/reviews)
  ThoughtSpot is the Agentic Analytics Platform company for the enterprise. With natural language and AI, ThoughtSpot empowers everyone in an organization to ask data questions, get answers, and take action. Code-first for data teams and code-free for business users, ThoughtSpot is intuitive enough for anyone to use, yet built to handle large, complex cloud data at scale. Customers like Coca-Cola, Hilton Worldwide, and Capital One are unlocking the full potential of their data with ThoughtSpot.


  **Average Rating:** 4.4/5.0
  **Total Reviews:** 319

**Who Is the Company Behind ThoughtSpot?**

- **Seller:** [ThoughtSpot](https://www.g2.com/sellers/thoughtspot)
- **Company Website:** https://www.thoughtspot.com
- **Year Founded:** 2012
- **HQ Location:** Mountain View, CA
- **Twitter:** @thoughtspot (10,976 Twitter followers)
- **LinkedIn® Page:** https://www.linkedin.com/company/2647843/ (1,695 employees on LinkedIn®)

**Who Uses This Product?**
  - **Who Uses This:** Data Analyst
  - **Top Industries:** Information Technology and Services, Computer Software
  - **Company Size:** 44% Enterprise, 42% Mid-Market


#### What Are ThoughtSpot's Pros and Cons?

**Pros:**

- Ease of Use (68 reviews)
- Insights (45 reviews)
- Analytics (34 reviews)
- Intuitive (24 reviews)
- Data Visualization (23 reviews)

**Cons:**

- Learning Curve (24 reviews)
- Missing Features (15 reviews)
- Complexity (9 reviews)
- Learning Difficulty (9 reviews)
- Limited Customization (8 reviews)

### 6. [Joule](https://www.g2.com/products/joule/reviews)
  Joule is an AI copilot that’s grounded in an organization's business data and infused with AI agents. It proactively assists employees in every cloud application they use while automating complex processes. Joule is designed to free teams from busy work and helps them work more efficiently with simple, natural language requests. Employees receive a continuous AI experience that connects data and workflows across SAP and third-party systems. Joule aims to enable faster, data-driven decisions with immediate, context-rich insights and automates multi-step workflows with a system of collaborative AI agents.


  **Average Rating:** 4.3/5.0
  **Total Reviews:** 79

**Who Is the Company Behind Joule?**

- **Seller:** [SAP](https://www.g2.com/sellers/sap)
- **Company Website:** https://www.sap.com/
- **Year Founded:** 1972
- **HQ Location:** Walldorf
- **Twitter:** @SAP (297,211 Twitter followers)
- **LinkedIn® Page:** https://www.linkedin.com/company/sap/ (141,341 employees on LinkedIn®)

**Who Uses This Product?**
  - **Top Industries:** Information Technology and Services, Computer & Network Security
  - **Company Size:** 30% Small-Business, 29% Enterprise


#### What Are Joule's Pros and Cons?

**Pros:**

- Ease of Use (29 reviews)
- Efficiency (25 reviews)
- Useful (21 reviews)
- Time-Saving (20 reviews)
- Automation (15 reviews)

**Cons:**

- AI Limitations (21 reviews)
- Usage Limitations (15 reviews)
- Inaccuracy (11 reviews)
- Context Understanding (8 reviews)
- Integration Issues (8 reviews)

### 7. [GoodData.AI](https://www.g2.com/products/gooddata-ai/reviews)
  GoodData is the full-stack, AI-native decision intelligence platform that helps businesses turn data into actionable, enterprise-grade insights. Designed for governed, scalable analytics, GoodData enables organizations to build, operationalize, and embed decisions, workflows, and AI agents directly within products and business workflows. The platform combines Analytics as Code, a governed semantic and metrics layer, APIs, SDKs, and open AI interoperability to help teams create composable analytics and AI experiences across products, workflows, and customer environments. From embedded analytics and dashboards to assistants, AI workflows, and interoperable agents, GoodData gives teams the foundation to move from insight to action with governance, performance, and deployment flexibility built in. Today, GoodData serves over 140,000 companies and 3.2 million users worldwide.


  **Average Rating:** 4.2/5.0
  **Total Reviews:** 577

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

- **Seller:** [GoodData.AI](https://www.g2.com/sellers/gooddata-ai)
- **Company Website:** https://www.gooddata.ai/
- **Year Founded:** 2007
- **HQ Location:** San Francisco, CA
- **Twitter:** @gooddata
- **LinkedIn® Page:** https://www.linkedin.com/company/202760/ (282 employees on LinkedIn®)

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


#### What Are GoodData.AI's Pros and Cons?

**Pros:**

- Ease of Use (52 reviews)
- Data Visualization (34 reviews)
- Integrations (34 reviews)
- Intuitive (30 reviews)
- Customization (28 reviews)

**Cons:**

- Learning Curve (28 reviews)
- Missing Features (19 reviews)
- Learning Difficulty (18 reviews)
- Complexity (13 reviews)
- Limited Customization (12 reviews)

### 8. [BlazeSQL](https://www.g2.com/products/blazesql/reviews)
  It is an AI-Native Self-Service BI Platform, centered around an AI Data Analyst chatbot that queries, analyzes and visualizes data from your SQL Database. It enables true self-service analytics by really understanding and learning about your company and Database, so it can reliably answer everyone's questions on demand. Unlike most tools that claim to do the same, BlazeSQL is not only reliable, but it provides intuitive tooling to provide the AI with context, explains its work to non-technical users so it's not a black box, and provides transparency for admins so they have visibility of all chats and can easily monitor accuracy. It helps non-technical people get insights independently, and technical people work faster. Results from the chat can effortlessly be added to dashboards, exported, saved for tracking, or shared. While Blaze can certainly return specific data or graphs on demand (ex. campaign performance), it can fully apply its intelligence and business understanding by taking a user's high level goals (ex. increasing Return on Ad spend) and autonomously conducting a comprehensive analysis to surface the right insights and make actionable suggestions. That way, it fully leverage's the capabilities of the world's most powerful AI models as they continue to become more and more capable. Advanced capabilities include autonomous agent monitoring & reporting, a slack integration, web research, and dynamic AI integrations with any API. Enterprise security features include Role Based Access Control, a desktop client with an "Offline-mode" that only sends metadata to the cloud but leaves query results completely local, SSO, 2FA, and strong encryption in transit and at-rest. Notable customers such as Yamaha have had success using BlazeSQL, and it continues to be successfully adopted by SMEs and Large enterprises alike. Various case studies and testimonials note results like a data team saving 1.5 days a week, data bottlenecks being eliminated so that business stakeholders are able to make data a daily part of their work and thinking, and teams starting to think more strategically and critically with their analysis to deliver real business impact and growth.


  **Average Rating:** 4.8/5.0
  **Total Reviews:** 5

**Who Is the Company Behind BlazeSQL?**

- **Seller:** [BlazeSQL](https://www.g2.com/sellers/blazesql)
- **LinkedIn® Page:** https://www.linkedin.com/company/blaze-sql/ (1 employees on LinkedIn®)

**Who Uses This Product?**
  - **Company Size:** 60% Small-Business, 20% Mid-Market


#### What Are BlazeSQL's Pros and Cons?

**Pros:**

- Data Analytics (1 reviews)
- Ease of Use (1 reviews)
- Features (1 reviews)
- Flexibility (1 reviews)
- Integrations (1 reviews)


### 9. [Infoveave](https://www.g2.com/products/infoveave/reviews)
  Infoveave is an AI-powered unified data platform that helps enterprises automate data pipelines, improve data quality, enable predictive analytics, and turn insights into measurable business actions — all within a single environment. Unlike traditional BI tools or standalone ETL platforms, Infoveave connects the entire data lifecycle from ingestion and transformation to governance, analytics, and operational execution. Infoveave is built on a strong foundation of data governance and data security, ensuring consistent data management, compliance, and protection. With capabilities like data lineage tracking, metadata management, row-level security, and audit trails, the platform helps maintain data integrity and control. Key Features Fovea - AgenticAI Assistant Infoveave's AgenticAI, Fovea, is embedded across the platform. Fovea assists in building data transformations, suggesting insights, automating workflows, and simplifying advanced analytics, reducing technical dependency and improving cross-team adoption. Data Automation & Integration • 50+ native connectors (cloud apps, databases, warehouses) • Automated data ingestion & transformation • Workflow orchestration with monitoring & alerts • Real-time pipeline visibility AI-Powered Analytics & Predictive Modeling • AutoML for predictive insights • What-if scenario planning • Python integration for advanced modeling • API-accessible analytics endpoints Conversational Dashboards & Self-Service BI • Natural language queries • 100+ interactive visuals • Drill-down exploration • Scheduled & automated reporting Built-in Data Quality & Governance • Automated validation & anomaly detection • Data catalog & lineage tracking • Role-based access control • Audit trails & governance workflows Data Apps & Operational Workflows • Low-code applications • Integrated data capture forms • Automated decision triggers • Insight-to-action workflows Business Value • Faster deployment of data pipelines • Improved data accuracy and trust • Reduced reliance on multiple disconnected tools • Faster decision-making cycles • Measurable operational efficiency Infoveave unifies data automation, AI-powered analytics, governance, and operational workflows into one intelligent platform — turning enterprise data into trusted, actionable decisions.


  **Average Rating:** 4.9/5.0
  **Total Reviews:** 9

**Who Is the Company Behind Infoveave?**

- **Seller:** [Noesys Software](https://www.g2.com/sellers/noesys-software)
- **HQ Location:** N/A
- **Twitter:** @infoveave (15 Twitter followers)
- **LinkedIn® Page:** https://www.linkedin.com/company/infoveave-pty-ltd/ (3 employees on LinkedIn®)

**Who Uses This Product?**
  - **Company Size:** 44% Small-Business, 22% Mid-Market


#### What Are Infoveave's Pros and Cons?

**Pros:**

- Ease of Use (3 reviews)
- Easy Integrations (3 reviews)
- Features (3 reviews)
- Community Support (2 reviews)
- Customer Support (2 reviews)

**Cons:**

- Poor Customer Support (2 reviews)
- Dashboard Issues (1 reviews)
- Data Cleaning (1 reviews)
- Data Inaccuracy (1 reviews)
- Data Integration (1 reviews)

### 10. [Fabi.ai](https://www.g2.com/products/fabi-ai/reviews)
  Fabi.ai is an all-in-one agile data analysis platform. It's designed to help data analysts, data scientists and other data practitioners uncover profit-driving insights through EDA and ad hoc analysis. It connects to all your data sources and allows you to create rich, interactive and collaborative reports directly in Fabi.ai, or push out the insights to spreadsheets, Slack and email.


  **Average Rating:** 4.9/5.0
  **Total Reviews:** 4

**Who Is the Company Behind Fabi.ai?**

- **Seller:** [Fabi.ai](https://www.g2.com/sellers/fabi-ai)
- **Year Founded:** 2023
- **HQ Location:** San Francisco, US
- **Twitter:** @hqfabi (387 Twitter followers)
- **LinkedIn® Page:** https://www.linkedin.com/company/fabi-ai/ (10 employees on LinkedIn®)

**Who Uses This Product?**
  - **Company Size:** 75% Small-Business, 25% Mid-Market


#### What Are Fabi.ai's Pros and Cons?

**Pros:**

- Analysis Efficiency (1 reviews)
- Customization (1 reviews)
- Dashboarding (1 reviews)
- Ease of Understanding (1 reviews)
- Ease of Use (1 reviews)

**Cons:**

- Access Control (1 reviews)

### 11. [Coefficient](https://www.g2.com/products/coefficient/reviews)
  Coefficient is a new way to work with your company data better, faster, and more accurately without ever leaving your spreadsheet, integrating with the tools you already use. Install the Coefficient Excel or Google Sheets extension and use it in a new or existing sheet in seconds. Once installed, Coefficient lives as a sidebar companion so your company data is only a couple of clicks away at any time. Any data source that you work with is available directly in your Coefficient sidebar – such as Salesforce, HubSpot, Snowflake, NetSuite, QuickBooks, MySQL, and Looker – with the ability to consolidate your data from multiple systems into one spreadsheet. Use Coefficient filters to easily customize your imports to only work with the data you need, keeping your spreadsheets performant. Quickly go back anytime to add more data in the same report. Never rebuild the same analysis twice by keeping your data up to date with scheduled updates. And, use Coefficient alerts to trigger Slack or email messages anytime your spreadsheet updates. Now, you can turn your spreadsheet into the most flexible, powerful monitoring system across all of your company data. Say “goodbye” to manual data workflows and “hello” to connected spreadsheets.


  **Average Rating:** 4.7/5.0
  **Total Reviews:** 184

**Who Is the Company Behind Coefficient?**

- **Seller:** [Coefficient](https://www.g2.com/sellers/coefficient)
- **Company Website:** https://coefficient.io/
- **Year Founded:** 2020
- **HQ Location:** Palo Alto, CA
- **Twitter:** @coefficient_io (345 Twitter followers)
- **LinkedIn® Page:** https://www.linkedin.com/company/coefficientworks/ (70 employees on LinkedIn®)

**Who Uses This Product?**
  - **Top Industries:** Computer Software, Information Technology and Services
  - **Company Size:** 48% Mid-Market, 35% Small-Business


#### What Are Coefficient's Pros and Cons?

**Pros:**

- Ease of Use (72 reviews)
- Automation (42 reviews)
- Integrations (42 reviews)
- Time-saving (36 reviews)
- Easy Integrations (31 reviews)

**Cons:**

- Limited Features (18 reviews)
- Feature Limitations (17 reviews)
- Limitations (13 reviews)
- Missing Features (12 reviews)
- Integration Issues (11 reviews)

### 12. [Domo](https://www.g2.com/products/domo/reviews)
  Domo's AI and Data Products Platform empowers organizations to turn data into actionable insights and solutions. It allows users to seamlessly connect diverse data sources, prepare data for use, and generate dynamic reports and visualizations—all within a single interface. With built-in AI and automation capabilities, teams can easily build and use AI agents, streamline workflows, and create tailored solutions.


  **Average Rating:** 4.3/5.0
  **Total Reviews:** 987

**Who Is the Company Behind Domo?**

- **Seller:** [Domo](https://www.g2.com/sellers/domo)
- **Company Website:** https://www.domo.com
- **Year Founded:** 2010
- **HQ Location:** American Fork, UT
- **Twitter:** @Domotalk (63,601 Twitter followers)
- **LinkedIn® Page:** https://www.linkedin.com/company/25237/ (1,321 employees on LinkedIn®)

**Who Uses This Product?**
  - **Who Uses This:** Data Analyst, Business Analyst
  - **Top Industries:** Computer Software, Marketing and Advertising
  - **Company Size:** 49% Mid-Market, 29% Enterprise


#### What Are Domo's Pros and Cons?

**Pros:**

- Ease of Use (247 reviews)
- Data Visualization (116 reviews)
- Intuitive (95 reviews)
- Easy Integrations (92 reviews)
- Integrations (88 reviews)

**Cons:**

- Learning Curve (66 reviews)
- Missing Features (59 reviews)
- Data Management Issues (55 reviews)
- Expensive (44 reviews)
- Complexity (43 reviews)

### 13. [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:** 4.4/5.0
  **Total Reviews:** 22

**Who Is the Company Behind Tellius?**

- **Seller:** [Tellius](https://www.g2.com/sellers/tellius)
- **Year Founded:** 2016
- **HQ Location:** Reston, Virginia
- **Twitter:** @TelliusData (536 Twitter followers)
- **LinkedIn® Page:** https://www.linkedin.com/company/tellius/ (129 employees on LinkedIn®)

**Who Uses This Product?**
  - **Company Size:** 50% Enterprise, 27% Small-Business


#### What Are Tellius's Pros and Cons?

**Pros:**

- Charting Features (1 reviews)
- Data Analysis (1 reviews)
- Ease of Use (1 reviews)
- Performance Evaluation (1 reviews)
- Powerful BI (1 reviews)

**Cons:**

- Confusing Pricing (1 reviews)
- Expensive (1 reviews)
- Integration Issues (1 reviews)
- Learning Curve (1 reviews)
- Missing Functionality (1 reviews)

### 14. [Unsupervised](https://www.g2.com/products/unsupervised/reviews)
  Unsupervised automates analytics so revenue teams go straight to why metrics are failing or succeeding, surfacing hidden growth opportunities without endless dashboards. As the only platform leveraging unsupervised AI at scale, Unsupervised automates data prep and analysis of complex data, discovering the most critical KPIs and tracking the monetary return to the business over time. Business and data teams use Unsupervised to drive growth, reduce costs and mitigate risks without additional data science investment.


  **Average Rating:** 5.0/5.0
  **Total Reviews:** 1

**Who Is the Company Behind Unsupervised?**

- **Seller:** [Unsupervised.com, Inc.](https://www.g2.com/sellers/unsupervised-com-inc)
- **Year Founded:** 2017
- **HQ Location:** Denver, US
- **LinkedIn® Page:** https://www.linkedin.com/company/unsupervisedai/ (41 employees on LinkedIn®)

**Who Uses This Product?**
  - **Company Size:** 100% Mid-Market


#### What Are Unsupervised's Pros and Cons?

**Pros:**

- Ease of Use (1 reviews)
- Flexibility (1 reviews)
- Intuition (1 reviews)

**Cons:**

- Learning Curve (1 reviews)

### 15. [Aible](https://www.g2.com/products/aible/reviews)
  Aible is an intuitive AutoML tool that enables your business team to create high-quality custom AI models focused on maximizing Business Impact. No training, no consulting required.


  **Average Rating:** 4.0/5.0
  **Total Reviews:** 1

**Who Is the Company Behind Aible?**

- **Seller:** [Aible](https://www.g2.com/sellers/aible)
- **Year Founded:** 2018
- **HQ Location:** Pleasanton, US
- **Twitter:** @iamAible (402 Twitter followers)
- **LinkedIn® Page:** https://www.linkedin.com/company/aible/ (47 employees on LinkedIn®)

**Who Uses This Product?**
  - **Company Size:** 100% Small-Business


### 16. [Anomalo](https://www.g2.com/products/anomalo/reviews)
  Anomalo is the agentic data management platform that autonomously monitors, investigates, surfaces, and reports on what matters across your data. No code, no prompts, and no manual tedium required. Using a proprietary data profiling and prediction engine, Anomalo learns the normal behavior of your data and identifies anomalies and noteworthy changes such as drift, missing records, schema changes, PII exposure, contradictions, bias, and more. This deep data understanding is what powers the suite of 9 agents that automate repetitive data tasks. Anomalo fits into any data stack with native integrations for Snowflake, Databricks, BigQuery, Redshift, Atlan, Alation, Airflow, dbt, Jira, ServiceNow, Slack, and Microsoft Teams. It can be deployed as SaaS, hybrid, in-VPC, or as a Snowflake Native App and meets the strictest enterprise security and compliance requirements. Enterprises use Anomalo to ensure trusted data for dashboards, regulatory reporting, customer analytics, operational intelligence, and AI/ML pipelines. Fortune 500 companies choose Anomalo because it delivers unmatched data intelligence without having to make compromises on scale, security, or simplicity.


  **Average Rating:** 4.4/5.0
  **Total Reviews:** 41

**Who Is the Company Behind Anomalo?**

- **Seller:** [Anomalo](https://www.g2.com/sellers/anomalo)
- **Company Website:** https://www.anomalo.com/
- **Year Founded:** 2018
- **HQ Location:** N/A
- **Twitter:** @anomalo_hq (555 Twitter followers)
- **LinkedIn® Page:** https://www.linkedin.com/company/anomalo (99 employees on LinkedIn®)

**Who Uses This Product?**
  - **Top Industries:** Financial Services, Computer Software
  - **Company Size:** 49% Mid-Market, 49% Enterprise


### 17. [Arito Agentic Analytics](https://www.g2.com/products/arito-agentic-analytics/reviews)
  Arito is an agentic analytics and monitoring platform for finance and revenue teams, connecting financial and operational systems to deliver real-time insights and continuous oversight.



**Who Is the Company Behind Arito Agentic Analytics?**

- **Seller:** [Arito AI](https://www.g2.com/sellers/arito-ai)
- **HQ Location:** N/A
- **LinkedIn® Page:** https://www.linkedin.com/company/No-Linkedin-Presence-Added-Intentionally-By-DataOps (1 employees on LinkedIn®)



### 18. [BizCopilot](https://www.g2.com/products/bizcopilot/reviews)
  BizCopilot is an AI business copilot designed for executives and decision-makers who need clarity from structured company data. The platform connects securely to business databases and allows users to ask questions in natural language. BizCopilot performs multi-step reasoning, generates SQL queries when required, and returns structured results including tables, explanations, and visualizations. Unlike traditional business intelligence tools that rely primarily on dashboards and manual report building, BizCopilot focuses on answering executive-level questions directly. It is built for organizations that want faster insights without complex report configuration. BizCopilot is commonly used by multi-branch businesses, retail operators, and data-driven organizations that require cross-entity analysis, trend evaluation, and operational visibility. The system supports structured databases and uses a secure connector-based architecture to maintain data control within the customer’s environment.



**Who Is the Company Behind BizCopilot?**

- **Seller:** [BizCopilot](https://www.g2.com/sellers/bizcopilot)
- **Year Founded:** 2025
- **HQ Location:** N/A
- **LinkedIn® Page:** https://www.linkedin.com/company/bizcopilot/ (1 employees on LinkedIn®)



### 19. [DataGenie](https://www.g2.com/products/datagenie-datagenie/reviews)
  In today's data-driven world, unlocking the "why" behind data is crucial for strategic decision-making. Introducing DataGenie, an innovative tool that autonomously, periodically generates 'top stories' that unlock the 'why', from diverse data sources even without a data lake. With Generative AI technology, DataGenie also enables natural language interaction for deeper analysis and clearer insights. DataGenie offers traditional reporting as well as the ability to forecast.

Embrace a future where data drives decisions with unparalleled clarity. Connect with ramanan@datagene.aito delve into this treasure trove of insights



**Who Is the Company Behind DataGenie?**

- **Seller:** [DataGenie](https://www.g2.com/sellers/datagenie)
- **Year Founded:** 2020
- **HQ Location:** Princeton, US
- **LinkedIn® Page:** https://www.linkedin.com/company/data-genie (20 employees on LinkedIn®)



### 20. [DataLens](https://www.g2.com/products/datalens/reviews)
  DataLens is a 360° AI based data intelligence platform that leverages AI to analyze data from disparate sources and generate detailed reports with illustrative visualizations. The platform can analyze vast datasets instantly and provide insightful AI-assisted suggestions and actionable recommendations that could reveal potential revenue-generating opportunities and data blind spots. Unlike legacy data analytics platforms and manual data interpretation, which take a tremendous amount of time and manual effort, DataLens instantly analyzes the datasets and generates comprehensive reports without risking data loss or compromising on data quality. DataLens makes information retrieval seamless by helping users interact directly with their data and retrieve required data points as and when necessary, with prompts in natural language. DataLens ensures end-to-end data security and privacy at rest as the platform does not store data anywhere, and organizations or individuals can choose to delete their data in their own time. This best data intelligence platform also supports users sharing their data with others and assigning their access levels, making it the perfect data intelligence platform for teams of all sizes!



**Who Is the Company Behind DataLens?**

- **Seller:** [Travancore Analytics](https://www.g2.com/sellers/travancore-analytics)
- **Year Founded:** 2007
- **HQ Location:** Tracy, US
- **LinkedIn® Page:** https://www.linkedin.com/company/travancore-analytics (225 employees on LinkedIn®)



### 21. [DecisionBox](https://www.g2.com/products/decisionbox/reviews)
  DecisionBox is an open-source, autonomous AI data discovery platform for any team that makes decisions on data. Connect it to your data warehouse and the agent runs unattended: it selects what to investigate, writes and executes SQL, independently re-queries every finding to validate it, and delivers a severity-ranked backlog of insights and numbered recommendations — with no prompting required. Every SQL query, every reasoning step, and every validation result is logged and visible. DecisionBox is not a chatbot over your warehouse. It's an agent that finds what your team didn't know to look for and hands back answers grounded in your actual data. Supported warehouses: BigQuery, Snowflake, Redshift, PostgreSQL, Databricks. Supported LLMs: Claude, OpenAI, Gemini, Vertex AI, Bedrock, Ollama. Deployment: self-host via Docker Compose, Helm, or Terraform (GCP, AWS, Azure) — or managed cloud. License: AGPL v3. Source on GitHub. Enterprise features: SSO (Okta, Auth0, Entra ID, Google, Keycloak), RBAC, full audit log, Slack integration, fine-tuning, data governance controls.



**Who Is the Company Behind DecisionBox?**

- **Seller:** [DecisionBox](https://www.g2.com/sellers/decisionbox)
- **Year Founded:** 2025
- **HQ Location:** London, GB
- **LinkedIn® Page:** https://www.linkedin.com/company/decisionbox/ (4 employees on LinkedIn®)



### 22. [Diwo](https://www.g2.com/products/diwo-diwo/reviews)
  Combine Data, Context, and AI for Decision Flows That Drive Real Impact



**Who Is the Company Behind Diwo?**

- **Seller:** [Diwo](https://www.g2.com/sellers/diwo)
- **Year Founded:** 2014
- **HQ Location:** Northville, US
- **LinkedIn® Page:** https://www.linkedin.com/company/diwoai (23 employees on LinkedIn®)



### 23. [DruidX](https://www.g2.com/products/druidx/reviews)
  DruidX is an agentic AI platform that lets teams build, deploy, and manage powerful AI agents without coding. It brings together 100+ AI models, tools, and team workflows in one secure, pay-as-you-go platform so teams can focus on outcomes, not tools.



**Who Is the Company Behind DruidX?**

- **Seller:** [Cognio AI Tech](https://www.g2.com/sellers/cognio-ai-tech)
- **Year Founded:** 2024
- **HQ Location:** N/A
- **LinkedIn® Page:** https://www.linkedin.com/company/cognio-labs/ (7 employees on LinkedIn®)



### 24. [Kater](https://www.g2.com/products/kater/reviews)
  Kater is an AI-powered platform designed to transform complex data into actionable insights, enabling businesses to make informed decisions efficiently. By integrating structured decision trees with a unified data model, Kater guides users through data analysis processes, eliminating the need for static dashboards and reducing reliance on data teams. This approach ensures that stakeholders can interpret data effectively and take decisive actions based on clear insights. Key Features and Functionality: - Data Playbooks: Structured decision trees that guide users through insights, highlighting what matters and suggesting next steps, thereby eliminating guesswork in data interpretation. - Butler AI: An AI assistant that provides self-serve answers to follow-up questions, capturing business logic as an analyst would explain, reducing ambiguity and back-and-forth with data teams. - Unified Data Model: Ensures consistency and trustworthiness by using a shared semantic layer, so all users work off the same definitions and logic, preventing discrepancies in data interpretation. - Business Question Mapping: Intuitive navigation through Playbooks structured like business conversations, mirroring natural problem-solving approaches without requiring extensive data knowledge. - Security Measures: Enterprise-scale security with SOC 2 compliance, ISO 27001 certification, encrypted data in transit and at rest, and secure credential storage, ensuring data privacy and compliance. Primary Value and Problem Solved: Kater addresses the common challenge where businesses know what is happening through data but struggle to interpret it to drive actions. By providing structured decision trees and an AI assistant, Kater empowers stakeholders to ask the right questions, interpret data accurately, and make proactive decisions without constant reliance on data teams. This leads to more efficient decision-making processes, reduced delays, and a clearer path from data insights to actionable outcomes.



**Who Is the Company Behind Kater?**

- **Seller:** [Kater](https://www.g2.com/sellers/kater)
- **Year Founded:** 2023
- **HQ Location:** Los Angeles, US
- **LinkedIn® Page:** https://www.linkedin.com/company/kater-ai (5 employees on LinkedIn®)



### 25. [Mitzu](https://www.g2.com/products/mitzu/reviews)
  Mitzu is an agentic analytics platform that connects directly to your data warehouse and answers business questions autonomousl. No SQL, no tickets, no waiting. Ask anything in plain English and Mitzu generates and executes the query live on your Snowflake, BigQuery, Redshift, or Databricks instance, then returns explainable answers with full SQL transparency. Beyond answering ad-hoc questions, Mitzu proactively monitors your KPIs and delivers anomaly alerts via email or Slack. Product, marketing, and revenue teams can explore funnels, cohorts, retention, and user journeys without involving a data analyst. Enterprise-ready with self-hosting, SSO, and GDPR/HIPAA compliance. From connection to first insight in under 10 minutes.


  **Average Rating:** 4.7/5.0
  **Total Reviews:** 9

**Who Is the Company Behind Mitzu?**

- **Seller:** [Mitzu](https://www.g2.com/sellers/mitzu)
- **Year Founded:** 2022
- **HQ Location:** San Francisco, US
- **LinkedIn® Page:** https://www.linkedin.com/company/mitzu-io (7 employees on LinkedIn®)

**Who Uses This Product?**
  - **Company Size:** 78% Small-Business, 11% Mid-Market


#### What Are Mitzu's Pros and Cons?

**Pros:**

- Positive Experience (3 reviews)
- Analytics (2 reviews)
- Customer Support (2 reviews)
- Easy Integrations (2 reviews)
- Insights (2 reviews)

**Cons:**

- Confusing Usability (1 reviews)
- Display Issues (1 reviews)
- Event Management (1 reviews)
- Not Intuitive (1 reviews)
- Poor Clarity (1 reviews)


    ## What Is Agentic Analytics Software?
  [Analytics Tools & Software](https://www.g2.com/categories/analytics-tools-software)
  ## What Software Categories Are Similar to Agentic Analytics Software?
    - [Analytics Platforms](https://www.g2.com/categories/analytics-platforms)
    - [Embedded Business Intelligence Software](https://www.g2.com/categories/embedded-business-intelligence)