Best Agentic Analytics Software

Shalaka Joshi
SJ
Researched and written by 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
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Featured Agentic Analytics Software At A Glance

Best Free Software:
Tableau
Tableau

G2 takes pride in showing unbiased reviews on user satisfaction in our ratings and reports. We do not allow paid placements in any of our ratings, rankings, or reports. Learn about our scoring methodologies.

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24 Listings in Agentic Analytics Available
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Tableau
(3,546)4.4 out of 5
Entry Level Price:$75.00
View top Consulting Services for Tableau
OverviewPros and Cons
Product Description

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 platf

Users: Data Analyst, Business Analyst · Industries: Information Technology and Services, Computer Software · Market Segment: 41% Enterprise, 35% Mid-Market
User Sentiment

Users like Tableau's simplicity in creating visuals, its ability to load data from multiple sources, and its quick time refresh feature. Reviewers mentioned that Tableau can be expensive, especially for small teams and individual users, and advanced calculations and customization sometimes require a steep learning curve.

Pros and ConsSeller Details
ProsEase of Use, Data Visualization, Visualization, Features, Intuitive
ConsLearning Curve, Learning Difficulty, Expensive, Slow Performance, Difficulty
Seller Details
Seller
Salesforce
Company Website
Year Founded
1999
HQ Location
San Francisco, CA
Twitter
@salesforce
580,771 Twitter followers
LinkedIn® Page
www.linkedin.com
86,064 employees on LinkedIn®
BlazeSQL
(5)4.8 out of 5
Free trial available
OverviewPros and Cons
Product Description

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 rea

Market Segment: 60% Small-Business, 20% Mid-Market
Pros and ConsSeller Details
ProsData Analytics, Ease of Use, Features, Flexibility, Integrations
Seller Details
Seller
BlazeSQL
LinkedIn® Page
www.linkedin.com
1 employees on LinkedIn®
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GoodData
(580)4.2 out of 5
Entry Level Price:Contact Us
OverviewPros and Cons
Product Description

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 ena

Users: Data Analyst, Product Manager · Industries: Computer Software, Consumer Services · Market Segment: 44% Mid-Market, 39% Small-Business
User Sentiment

Reviewers like GoodData's flexibility, powerful visualization features, and its ability to integrate with existing tools and databases, which facilitates faster decision-making and streamlines reporting processes. Users reported issues with GoodData's complexity during setup, particularly when connecting multiple systems, and the platform's reliance on structured setup can introduce administrative challenges and affect release dates.

Pros and ConsSeller Details
ProsEase of Use, Data Visualization, Integrations, Intuitive, Customization
ConsLearning Curve, Learning Difficulty, Missing Features, Complexity, Limited Customization
Seller Details
Seller
GoodData
Company Website
Year Founded
2007
HQ Location
San Francisco, CA
Twitter
@gooddata
12,659 Twitter followers
LinkedIn® Page
www.linkedin.com
281 employees on LinkedIn®
Joule
(71)4.4 out of 5
OverviewPros and Cons
Product Description

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 proc

Industries: Information Technology and Services, Computer & Network Security · Market Segment: 32% Small-Business, 27% Enterprise
User Sentiment

Users frequently mention the ease of setup, the ability to ask questions in plain language and get instant insights, and the significant reduction in task completion time as key benefits of using Joule. Users mentioned that Joule's effectiveness can be compromised by poor quality data, it requires training for deeper answers, and it can provide inaccurate or misleading responses.

Pros and ConsSeller Details
ProsEase of Use, Efficiency, Useful, Time-Saving, Automation
ConsAI Limitations, Usage Limitations, Inaccuracy, Context Understanding, Integration Issues
Seller Details
Seller
SAP
Company Website
Year Founded
1972
HQ Location
Walldorf
Twitter
@SAP
297,192 Twitter followers
LinkedIn® Page
www.linkedin.com
138,451 employees on LinkedIn®
Domo
(997)4.3 out of 5
Free trial available
View top Consulting Services for Domo
OverviewPros and Cons
Product Description

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 g

Users: Data Analyst, Business Analyst · Industries: Computer Software, Marketing and Advertising · Market Segment: 49% Mid-Market, 29% Enterprise
User Sentiment

Reviewers appreciate Domo's ease of use, its ability to cater to non-technical users, and its Magic ETL feature which simplifies data transformation and visualization. Users experienced issues with Domo's performance during product launches, difficulties in data cleaning and sorting, and complexities in the pricing model and licensing.

Pros and ConsSeller Details
ProsEase of Use, Data Visualization, Intuitive, Easy Integrations, Integrations
ConsLearning Curve, Missing Features, Data Management Issues, Expensive, Complexity
Seller Details
Seller
Domo
Company Website
Year Founded
2010
HQ Location
American Fork, UT
Twitter
@Domotalk
63,764 Twitter followers
LinkedIn® Page
www.linkedin.com
1,336 employees on LinkedIn®
Unsupervised
(1)5.0 out of 5
OverviewPros and Cons
Product Description

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 leveragin

Market Segment: 100% Mid-Market
Pros and ConsSeller Details
ProsEase of Use, Flexibility, Intuition
ConsLearning Curve
Seller Details
Seller
Unsupervised.com, Inc.
Year Founded
2017
HQ Location
Denver, US
LinkedIn® Page
www.linkedin.com
41 employees on LinkedIn®
Aible
(1)4.0 out of 5
OverviewSeller Details
Product Description

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.

Market Segment: 100% Small-Business
Seller Details
Seller
Aible
Year Founded
2018
HQ Location
Pleasanton, US
Twitter
@iamAible
402 Twitter followers
LinkedIn® Page
www.linkedin.com
47 employees on LinkedIn®
Alteryx
(670)4.6 out of 5
Entry Level Price:$3,000.00
View top Consulting Services for Alteryx
OverviewPros and Cons
Product Description

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 perf

Users: Data Analyst, Consultant · Industries: Financial Services, Accounting · Market Segment: 62% Enterprise, 22% Mid-Market
User Sentiment

Reviewers frequently mention the platform's ability to automate repetitive tasks, handle large datasets, and streamline data processes, allowing teams to focus more on insights rather than data wrangling. Reviewers noted that the pricing is on the higher side, performance can slow down with very large workflows, and there are issues with data type mismatches and software crashes.

Pros and ConsSeller Details
ProsEase of Use, Automation, Intuitive, Easy Learning, Efficiency
ConsExpensive, Learning Curve, Missing Features, Learning Difficulty, Slow Performance
Seller Details
Seller
Alteryx
Company Website
Year Founded
1997
HQ Location
Irvine, CA
Twitter
@alteryx
26,241 Twitter followers
LinkedIn® Page
www.linkedin.com
2,265 employees on LinkedIn®
BizCopilot
0 ratings
OverviewSeller Details
Product Description

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 t

Seller Details
Seller
BizCopilot
Year Founded
2025
HQ Location
N/A
LinkedIn® Page
www.linkedin.com
1 employees on LinkedIn®
DataGenie
0 ratings
OverviewSeller Details
Product Description

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

Seller Details
Seller
DataGenie
Year Founded
2020
HQ Location
Princeton, US
LinkedIn® Page
www.linkedin.com
20 employees on LinkedIn®
Diwo
0 ratings
OverviewSeller Details
Product Description

Combine Data, Context, and AI for Decision Flows That Drive Real Impact

Seller Details
Seller
Diwo
Year Founded
2014
HQ Location
Northville, US
LinkedIn® Page
www.linkedin.com
23 employees on LinkedIn®
DruidX
0 ratings
OverviewSeller Details
Product Description

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

Seller Details
Seller
Cognio AI Tech
Year Founded
2024
HQ Location
N/A
LinkedIn® Page
www.linkedin.com
7 employees on LinkedIn®
Infoveave
(5)4.9 out of 5
OverviewSeller Details
Product Description

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 —

Market Segment: 80% Small-Business, 20% Mid-Market
Seller Details
Seller
Noesys Software
HQ Location
N/A
Twitter
@infoveave
15 Twitter followers
LinkedIn® Page
www.linkedin.com
3 employees on LinkedIn®
Kater
0 ratings
OverviewSeller Details
Product Description

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

Seller Details
Seller
Kater
Year Founded
2023
HQ Location
Los Angeles, US
LinkedIn® Page
www.linkedin.com
5 employees on LinkedIn®
Mitzu
(9)4.7 out of 5
Entry Level Price:$35.00
OverviewPros and Cons
Product Description

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

Market Segment: 78% Small-Business, 11% Mid-Market
Pros and ConsSeller Details
ProsPositive Experience, Analytics, Customer Support, Easy Integrations, Insights
ConsConfusing Usability, Display Issues, Event Management, Not Intuitive, Poor Clarity
Seller Details
Seller
Mitzu
Year Founded
2022
HQ Location
San Francisco, US
LinkedIn® Page
www.linkedin.com
7 employees on LinkedIn®
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