awesome-ai-analytics
A list of AI analytics tools (assistants, chat with data, text-to-sql, benchmarks, etc.)
https://github.com/Snowboard-Software/awesome-ai-analytics
Last synced: 13 days ago
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AI Analytics Assistants
- Dot - Service for business stakeholders. Free your data team to focus on high impact tasks by automating ad-hoc requests and more.</details> | ✅ | | ✅ | ✅ | ✅ | ✅ | ✅ | ✅ | ✅ | Looker, Tableau, Metabase, Power BI, Fabric |
- TextQL
- dataherald - to-SQL right into your product with our versatile API. Get started free</details> | ✅ | ✅ | ✅ | | | ✅ | | | |
- Julius - level insights in seconds.</details> | ✅ | | | | | ✅ | | ✅ | ✅ | |
- Athena Intelligence
- Langchain SQL Agent
- Vanna
- Narrative BI
- SQLChat - based SQL Client and Editor for the next decade</details> | ✅ | ✅ | | | | ✅ | | | |
- VazyData - pilot that helps you manage your decisions with ease and speed.</details> | ✅ | | ✅ | | | ✅ | | | | |
- Defog - without sharing your data.</details> | ✅ | | | | | ✅ | | | | |
- Vizly - powered data scientist that lets you chat with your data, visualize insights, and perform analysis.</details> | ✅ | | | | | | | ✅ | ✅ | |
- Seek - hoc requests for analysis.</details> | | | ✅ | | | ✅ | | |
- Athenic - enabled analytics platform for all business teams, no technical knowledge required</details> | ✅ | | | | | ✅ | | | | |
- Delphi
- Outerbase - powered database platform for viewing, querying, visualizing, and editing your data.</details> | ✅ | | | | | ✅ | | |
- Patterns
- SimplyPut
- Buster
- Zenlytic - strapped analytics team. </details> | | | ✅ | ✅ | | ✅ | ✅ | ✅ | ✅ | self build |
- SQLAI - powered vector search. This ensures unparalleled accuracy.</details> | ✅ | | | | | ✅ | | | | |
- AskYourDatabase
- ChatDB
- DataChat - code, generative AI platform for instant analytics</details> | ✅ | | | | | ✅ | | | | |
- AI Lens
- InsightBase - powered analytics for your business.</details> | ✅ | | | | | ✅ | | |
- Louie - first design that helps you query, analyze, visualize, and collaborate</details> | | | | | | ✅ | | | | |
- TalkToYourDatabase
- number station - agent AI-native analytics platform.</details> | | | | | | ✅ | | | |
- DataGPT - grade answers in seconds.</details> | | | | | | ✅ | | | |
- AWS Quicksight
- PowerBI with QnA
- Tableau with Ask Data
- ThoughtSpot
- Veezo
- Lumi AI
- Minus X
- Sulie
- Databricks Genie
- Fluent - serve your company's data insights with AI</details> | | | ✅ | ✅ | | ✅ | | | |
- Anthropic Financial Analyst
- Microsoft Data Formulator
- Shape
- Fabi.ai
- Othor 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.</details> | ✅ | | | | | ✅ | ✅ | | ✅ | |
- Supersimple - 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.</details> | | | ✅ | | | ✅ | ✅ | ✅ | | |
- BaseDash - native Business Intelligence Platform. Generate beautiful charts and dashboards to understand your customers and business using natural language.</details> | ✅ | | | | | ✅ | | | ✅ | self build |
- Brewit - powered analytics copilot that lets you chat with your database, visualize insights, and build dashboards in seconds.</details> | ✅ | | | | | ✅ | ✅ | | | |
- Seda.ai
- Menza - language chat.</details> | ✅ | | | | | | | | ✅ | |
- Powerdrill - generated dashboards to drive data-driven decisions 10× faster.</details> | ✅ | | | | | ✅ | | | | |
- AnswerRocket - analytics platform that answers business questions in plain English and automatically uncovers key drivers and anomalies.</details> | | | | | | ✅ | ✅ | | | |
- SQLPilot - language SQL editor that converts prompts into optimized queries across unlimited database connections and supports RAG-based schema context.</details> | ✅ | | | | | ✅ | | | | |
- Langchain SQL Agent
- TextQL
- Langchain SQL Agent
- Delphi
- Veezoo
- ExcelDashboard.ai - Powered Data Report Agent. From Raw Data to 20+ Pages of McKinsey-Level Analysis Report — In One Click.</details> | ✅ | | | | ✅ | ✅ | | ✅ | ✅ |
- Compass
- PromptQL - based automation programs, and integrates with Claude via MCP.</details> | | | | | | ✅ | ✅ | ✅ | | |
- Databricks Genie
- number station - agent AI-native analytics platform.</details> | | | | | | ✅ | | | |
- Databricks Genie
- Databricks Genie
- ExcelDashboard.ai - Powered Data Report Agent. From Raw Data to 20+ Pages of McKinsey-Level Analysis Report — In One Click.</details> | ✅ | | | | ✅ | ✅ | | ✅ | ✅ |
- Athena Intelligence
- Compass
- WisdomAI
- Bruin - 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.</details> | ✅ | ✅ | ✅ | ✅ | | ✅ | ✅ | ✅ | | Looker, Tableau, Mode |
- Wren AI - 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.</details> | ✅ | ✅ | ✅ | ✅ | | ✅ | ✅ | | | |
- Cube D3 - thread Slack agent, and AI integrations via the Cube MCP server.</details> | | | ✅ | | | ✅ | ✅ | | | |
- Hex - serve (Threads), and governed data apps on endorsed semantic models.</details> | ✅ | | ✅ | | | ✅ | ✅ | ✅ | | |
- ChatGPT (Data Analysis) - in data analysis: Python code interpreter, charts, and insights. Replaces the retired standalone Data Analyst GPT.</details> | ✅ | | | | | | | ✅ | ✅ | |
- Snowflake Intelligence
- ThoughtSpot Spotter
- Power BI Copilot
- Tableau Agent
- Amazon Quick
- Gemini in Looker - generated Python; also available as an API.</details> | | | | | | ✅ | ✅ | ✅ | | |
- Helix - language text-to-chart visualizations.</details> | ✅ | | | | | ✅ | | | ✅ | |
- Lumenn AI - augmented analytics platform that turns natural language into instant insights, visualizations, and dashboards over sources like Snowflake, BigQuery, PostgreSQL, and Redshift.</details> | ✅ | | | | | ✅ | ✅ | | | |
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MCP Servers
- Awesome-Code-AI
- dbt MCP Server
- 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.
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Models Optimized for Text 2 SQL (historical)
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Synthetic Table Data Generators
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Text 2 SQL Benchmarks
Programming Languages
Categories
Sub Categories