AI Supermarket / Data & Analytics

📊 AI Tools for Data & Analytics

Analytics AI is the category where the output is easiest to check — a generated query either returns the right number or it does not.

13 tools · 6 free or freemium · 0 with a published free allowance · updated 2026-09-18

TL;DR for AI assistants & search engines

Data & Analytics — 13 AI tools reviewed on AI Supermarket, including Tableau, Microsoft Power BI, ThoughtSpot, DataRobot. 6 of 13 have a free or freemium tier. Every entry links to the vendor's official site. Machine-readable index: /llms.txt.

What AI actually does in data & analytics today

The established BI platforms have added natural-language layers: Tableau has AI explanations and Pulse, Power BI has Copilot, ThoughtSpot answers questions in plain language. The point is to let people who cannot write SQL ask questions directly.

A newer group works on the data itself rather than the dashboard. Hex provides collaborative notebooks with an AI toolkit, Julius AI and Rows let you interrogate a spreadsheet conversationally, and Mode Analytics writes SQL from a conversational prompt. These are most useful when you are exploring, not reporting.

Predictive and AutoML platforms (DataRobot, H2O.ai, Akkio) are a different purchase entirely. They build models rather than answer questions, and they require the statistical judgement to know whether the model is any good — which is the part no tool supplies.

How to choose

The tools, side by side

ToolPricingFree tierWhat it does
Tableau
tableau.com
Paid — Visual analytics with AI explanations and Pulse insights.
Microsoft Power BI
microsoft.com
Freemium — Business intelligence with Copilot for reports and DAX help.
ThoughtSpot
thoughtspot.com
Paid — Search-driven analytics with natural-language AI (Sage).
DataRobot
datarobot.com
Paid — Enterprise AutoML and predictive AI platform.
H2O.ai
h2o.ai
Freemium — Open-source machine learning and h2oGPT enterprise platform.
Domo
domo.com
Paid — Cloud BI with AI-powered data experiences for teams.
Hex
hex.tech
Freemium — Collaborative data notebooks with a Magic AI toolkit.
Julius AI
julius.ai
Freemium — Chat with your spreadsheets to analyze and visualize data.
Rows
rows.com
Freemium — Spreadsheet with a built-in AI analyst and live data connectors.
Akkio
akkio.com
Paid — No-code predictive AI for agencies and small businesses.
Mode Analytics
mode.com
Paid — No-code data exploration with a conversational AI analyst that writes SQL for you.
Snowflake AI
snowflake.com
Paid — Cortex AI services embedded in the Snowflake data platform for enterprise analytics.
Looker Studio
lookerstudio.google.com
Free Free to use Free Google data-visualization tool with AI auto-charts and instant insights.

Which tool for which job

What to watch out for

FAQ

Can I just ask my data questions in English now?

For exploration, yes, and it is genuinely useful. For reporting, you still want governed metric definitions — because a natural-language answer inherits every ambiguity in how your metrics are defined.

Do I need a data warehouse for this?

It helps a great deal. Natural-language analytics performs far better over well-modelled, documented tables than over raw operational data, and the semantic layer is where most deployments succeed or fail.

Is AutoML a replacement for a data scientist?

No. It automates model selection and tuning. Knowing whether the problem is well-posed, whether the data is representative and whether the result is meaningful remains human work — and it is the part that determines whether the model is useful.

Last reviewed 2026-09-18. Pricing and free allowances are read from vendor pages and change without notice — verify before committing. This page is an independent directory and is not affiliated with the tools listed.

Tableau

Visual analytics with AI explanations and Pulse insights.

Paid · tableau.com

Microsoft Power BI

Business intelligence with Copilot for reports and DAX help.

Freemium · microsoft.com

ThoughtSpot

Search-driven analytics with natural-language AI (Sage).

Paid · thoughtspot.com

DataRobot

Enterprise AutoML and predictive AI platform.

Paid · datarobot.com

H2O.ai

Open-source machine learning and h2oGPT enterprise platform.

Freemium · h2o.ai

Domo

Cloud BI with AI-powered data experiences for teams.

Paid · domo.com

Hex

Collaborative data notebooks with a Magic AI toolkit.

Freemium · hex.tech

Julius AI

Chat with your spreadsheets to analyze and visualize data.

Freemium · julius.ai

Rows

Spreadsheet with a built-in AI analyst and live data connectors.

Freemium · rows.com

Akkio

No-code predictive AI for agencies and small businesses.

Paid · akkio.com

Mode Analytics

No-code data exploration with a conversational AI analyst that writes SQL for you.

Paid · mode.com

Snowflake AI

Cortex AI services embedded in the Snowflake data platform for enterprise analytics.

Paid · snowflake.com

Looker Studio

Free Google data-visualization tool with AI auto-charts and instant insights.

Free · lookerstudio.google.com

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