Awesome-Ai-Analytics

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

Table is filled based on information on companys 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
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			✅	✅		✅	✅
dataherald Embed Text-to-SQL right into your product with our versatile API. Get started free	✅	✅	✅			✅
Julius Chat with your files and get expert-level insights in seconds.	✅					✅		✅	✅
Athena Intelligence Meet Athena, the 24/7 Enterprise AI Data Analyst.					✅	✅		✅	✅
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
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
OpenAI Data Analyst Drop in any files and I can help analyze and visualize your data.	✅							✅	✅
Langchain SQL Agent LangChain has a SQL Agent which provides a more flexible way of interacting with SQL Databases than a chain.		✅				✅		✅
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 Chat-based SQL Client and Editor for the next decade	✅	✅				✅
Fluent Self-serve your company's data insights with AI			✅	✅		✅
VazyData Vazy is a simple and intuitive data analysis co-pilot that helps you manage your decisions with ease and speed.	✅		✅			✅
Sulie The data analysis copilot for your data. Analyze data or make data predictions in plain english, right when you need it.	✅		✅			✅
Databricks Genie AI/BI Genie. Converse with your data.	✅					✅
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.	✅							✅	✅
Shape Query your database in plain english			✅			✅
Seek Seek is a Generative AI platform that empowers business users to query their data sets and frees up data science teams from ad-hoc requests for analysis.			✅			✅
Athenic AI-enabled analytics platform for all business teams, no technical knowledge required	✅					✅
Delphi Connect your data, build charts and dashboards, and get blazing fast insights using AI. Securely, privately, and quickly.			✅				✅
Outerbase AI-powered database platform for viewing, querying, visualizing, and editing your data.	✅					✅
Patterns An expert in your data stack, AI works as an extension to your company's data analysts. You can get in touch via chat, email, or by submitting a ticket.					✅	✅
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 SimplyPut empowers your company to chat with data using AI. Trust the answers you receive and make data accessible and understandable for all.			✅			✅
Buster Build, monitor, and deploy a SQL API that's trained on your database. Manage security, performance, and access controls from one place.	✅					✅
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 Powerful AI-powered analytics for your business.	✅					✅
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						✅
number station Free the power of your data with Numbers Station, the multi-agent AI-native analytics platform.						✅
DataGPT The First Conversational AI Data Analyst. Ask DataGPT any question and get analyst-grade answers in seconds.						✅

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

• AWS Quicksight with Natural Language Demo
• PowerBI with QnA
• Tableau with Ask Data
• ThoughtSpot
• Veezo

Models Optimized for Text 2 SQL

• 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 Geneators

• Gretel

Text 2 SQL Benchmarks

• BIRD-SQL (University of Hong Kong, DAMO Academy, Alibaba, ...)
• Spider (Yale University)
• WikiSQL (Salesforce)
• KaggleDBQA (Microsoft)
• Fiben Benchmark (IBM)
• UNITE, A Unified Benchmark for Text-to-SQL Evaluation (AWS)
• SQL Eval (Defog AI)

Inspired by Awesome-Code-AI.