Awesome-Ai-Analytics

August 20, 2026 · View on GitHub

A list of AI analytics tools (assistants, chat with data, text-to-sql models, benchmarks, etc.)

Open a pull request to add or edit this list.

AI Analytics Assistants

The table is filled based on information from each company's landing page.
Disclaimer: this repo is maintained by the organization behind Dot.

Name	Free Trial	Open Source	Slack	Teams	Email	SQL	Semantic Layer	Python	File Upload	BI Tool Integrations
Dot Dot, the data bot enables true Analytics Self-Service for business stakeholders. Free your data team to focus on high impact tasks by automating ad-hoc requests and more.	✅		✅	✅	✅	✅	✅	✅	✅	Looker, Tableau, Metabase, Power BI, Fabric
Zenlytic Business Intelligence you can talk to. Tap into BI that answers your data questions in seconds, eliminating your reliance on a time-strapped analytics team.			✅	✅		✅	✅	✅	✅	self build
TextQL Ana is your team's personal data scientist			✅	✅		✅	✅
Fabi.ai The AI data analyst you've been waiting for. Fabi.ai combines SQL, Python and AI automation into one collaborative platform.	✅					✅	✅	✅	✅	self build
🪦 Dataherald (shut down; domain lapsed)	✅	✅	✅			✅
Othor AI Othor is an AI-native fast, simple, and secure alternative to popular business intelligence solutions. Othor utilizes large language models (LLMs) to deliver custom business intelligence solutions in seconds.	✅					✅	✅		✅
ExcelDashboard.ai AI-Powered Data Report Agent. From Raw Data to 20+ Pages of McKinsey-Level Analysis Report — In One Click.	✅				✅	✅		✅	✅
Julius Chat with your files and get expert-level insights in seconds.	✅					✅		✅	✅
Athena Intelligence Meet Athena, the 24/7 Enterprise AI Data Analyst.					✅	✅		✅	✅
Supersimple Self-service BI that lets anyone accurately answer complex ad-hoc data questions. Supersimple's AI fully explains its work using no-code steps instead of generating hard-to-read SQL.			✅			✅	✅	✅
Compass AI data analyst from Dagster that lives in Slack. Ask questions in plain English, get instant answers with charts and SQL transparency from your warehouse.	✅		✅			✅			✅
Lumi AI Enterprise Analytics Made Simple and Conversational. Instantly find actionable insights that drive financial results from large operational data using plain language prompts.	✅		✅	✅	✅	✅	✅	✅	✅
Minus X AI Data Scientist for Jupyter/Metabase. A Chrome Extension that operates your analytics apps for you. MinusX is the fastest way to get insights from data.	✅					✅		✅		Metabase, Jupyter
WisdomAI Agentic analytics platform for enterprises: chat, agents, and AI dashboards over your databases and documents, grounded in a governed Adaptive Context Engine.						✅	✅
Bruin Open-core data platform with an AI Data Analyst: ask questions in plain English in Slack or Teams, answered from live pipelines, metadata, and a semantic layer.	✅	✅	✅	✅		✅	✅	✅		Looker, Tableau, Mode
Wren AI Open-source agentic GenBI platform: ask questions in plain English and get governed SQL, charts, and dashboards across 20+ data sources. Self-service in Slack and Teams.	✅	✅	✅	✅		✅	✅
Cube D3 Agentic analytics from Cube, built on its universal semantic layer: Analytics Chat, an in-thread Slack agent, and AI integrations via the Cube MCP server.			✅			✅	✅
Hex AI analytics platform uniting agentic notebooks (Notebook Agent), conversational self-serve (Threads), and governed data apps on endorsed semantic models.	✅		✅			✅	✅	✅
Anthropic Financial Analyst A sophisticated Next.js application that combines Claude's capabilities with interactive data visualization to analyze financial data via chat. (Quickstart Guide)	✅	✅				✅			✅
Microsoft Data Formulator Transform data and create rich visualizations iteratively with AI 🪄. Try Data Formulator now in GitHub Codespaces!	✅	✅						✅	✅	self build
ChatGPT (Data Analysis) Upload files and analyze data with ChatGPT's built-in data analysis: Python code interpreter, charts, and insights. Replaces the retired standalone Data Analyst GPT.	✅							✅	✅
BaseDash The AI-native Business Intelligence Platform. Generate beautiful charts and dashboards to understand your customers and business using natural language.	✅					✅			✅	self build
Tellius Decision-intelligence platform with AI agents that automate multi-step analysis and surface actionable insights for business teams.	✅					✅	✅
Brewit An AI-powered analytics copilot that lets you chat with your database, visualize insights, and build dashboards in seconds.	✅					✅	✅
Langchain SQL Agent LangChain has a SQL Agent which provides a more flexible way of interacting with SQL Databases than a chain.		✅				✅		✅
PromptQL Enterprise AI analyst from Hasura with an agentic semantic layer. Queries 70+ data sources via federated execution, supports Python-based automation programs, and integrates with Claude via MCP.						✅	✅	✅
Vanna The revolutionary open source Python package that's changing the game in SQL database interaction	✅	✅				✅
Narrative BI Chat with your data: integrates seamlessly with CSV/XLSX, GA4, Google Ads, Google Search Console, and more.	✅					✅			✅
🪦 SQLChat (absorbed into Bytebase)	✅	✅				✅
🪦 Fluent (pivoted to marketing-agency reporting)			✅	✅		✅
VazyData Vazy is a simple and intuitive data analysis co-pilot that helps you manage your decisions with ease and speed.	✅		✅			✅
🪦 Sulie (shut down)	✅		✅			✅
Databricks AI/BI Genie Get business insights through natural language, grounded in Unity Catalog semantics. Genie Agents can be added to apps like Microsoft Teams, Slack, or Glean.	✅		✅	✅		✅	✅
Snowflake Intelligence Snowflake's conversational analytics agent built on Cortex Analyst and Cortex Agents: ask questions across structured and unstructured data in Snowflake.	✅					✅	✅
ThoughtSpot Spotter Agentic AI analyst from ThoughtSpot: converse with your data, with governed semantic models built by SpotterModel. Available in Slack, Salesforce, and via OpenAI/Claude integrations.	✅		✅			✅	✅	✅
Power BI Copilot Microsoft's generative AI assistant in Power BI / Fabric: chat with your data grounded in semantic models, report generation, and DAX authoring. Requires paid Fabric capacity. Classic Q&A retires in December 2026.							✅
Tableau Agent Tableau's AI assistant (formerly Einstein Copilot) in Tableau Cloud, Desktop, and Prep: explore data and build visualizations in natural language. Replaces the retired Ask Data.	✅								✅
Amazon Quick AWS's AI assistant suite (formerly QuickSight, then Quick Suite): agentic research, BI dashboards, flows, and automation over business data.	✅		✅			✅			✅
Gemini in Looker Conversational Analytics: chat with your data in Looker, powered by Gemini and grounded in the LookML semantic layer. Advanced Analysis runs Gemini-generated Python; also available as an API.						✅	✅	✅
Defog Speed up data analyses in SQL, Python and R with AI assistants and agents tailored for your business - without sharing your data.	✅					✅
Vizly Vizly is an AI-powered data scientist that lets you chat with your data, visualize insights, and perform analysis.	✅							✅	✅
🪦 Seda.ai (shut down)	✅					✅
🪦 Menza (pivoted away from analytics)	✅								✅
Powerdrill Chat with your SQL databases, get instant charts, and embed AI-generated dashboards to drive data-driven decisions 10× faster.	✅					✅
AnswerRocket Augmented-analytics platform that answers business questions in plain English and automatically uncovers key drivers and anomalies.						✅	✅
SQLPilot Natural-language SQL editor that converts prompts into optimized queries across unlimited database connections and supports RAG-based schema context.	✅					✅
Shape Query your database in plain english			✅			✅
🪦 Seek (acquired by IBM 2025)			✅			✅
Athenic AI-enabled analytics platform for all business teams, no technical knowledge required	✅					✅
🪦 Delphi (shut down; domain lapsed)			✅				✅
🪦 Outerbase (acquired by Cloudflare 2025; service sunset)	✅					✅
🪦 Patterns (shut down)					✅	✅
AIQuery Use simple English and let AI do the heavy lifting for you. With AI Query anyone can create efficient SQL queries, without even knowing a thing about it.	✅					✅
🪦 SimplyPut (shut down)			✅			✅
🪦 Buster (pivoted away from analytics; now Keystroke)	✅					✅
SQLAI AI generates, fixes, explains and optimizes SQL queries. Add your database schema and effortlessly train AI to understand it using AI-powered vector search. This ensures unparalleled accuracy.	✅					✅
AskYourDatabase No SQL, Connect your database and chat with your data in ChatGPT.	✅					✅
ChatDB Build powerful, beautiful dashboards with no code!	✅					✅
DataChat Meet the no-code, generative AI platform for instant analytics	✅					✅
AI Lens Supercharge Your Power BI Dashboards with OpenAI and ChatGPT	✅
🪦 InsightBase (shut down)	✅					✅
Louie Make talking to data a breeze with a genAI-first design that helps you query, analyze, visualize, and collaborate						✅
TalkToYourDatabase STOP WASTING YOUR TIME WRITING SQL						✅
🪦 Numbers Station (acquired by Alation 2025)						✅
🪦 DataGPT (shut down 2025)						✅
Bonnard Open-source agentic schema for reliable data outputs. Define metrics once, query governed data from any warehouse via MCP, REST, or SQL.	✅	✅				✅	✅			Snowflake, BigQuery, Databricks, PostgreSQL, DuckDB
Helix AI data analyst that turns CSVs and datasets into insights, automated reports, and natural-language text-to-chart visualizations.	✅					✅			✅
Lumenn AI AI-augmented analytics platform that turns natural language into instant insights, visualizations, and dashboards over sources like Snowflake, BigQuery, PostgreSQL, and Redshift.	✅					✅	✅

AI for Database

Connect to any database and interact with it in plain English. No SQL needed — get instant insights, build self-refreshing dashboards, and trigger automated workflows based on database changes. Supports PostgreSQL, MySQL, MongoDB, and more.

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Honourable Mentions of established tools that integrate AI and Natural Language Interfaces:

Veezoo

Models Optimized for Text 2 SQL (historical)

Frontier general-purpose LLMs have since replaced specialized text-to-SQL models; kept for reference.

HuggingFace Text to SQL Category
SQLCoder-70B-Alpha (PostgreSQL)
DuckDB-NSQL-7B (DuckDB)
Natural-SQL-7B (PostgreSQL)
Snowflake Arctic Instruct (Snowflake)
DBRX Instruct (from Databricks, but so far not really good at Text 2 SQL)

Synthetic Table Data Generators

Gretel

Text 2 SQL Benchmarks

MCP Servers

Dot MCP Server - Chat with your governed data warehouse from Claude, ChatGPT, or Copilot via Dot's MCP server.
Bonnard - Open-source agentic schema with MCP server for querying governed warehouse data.
dbt MCP Server

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