{"id":13745512,"url":"https://github.com/Snowboard-Software/awesome-ai-analytics","last_synced_at":"2025-05-09T06:30:44.186Z","repository":{"id":232242559,"uuid":"783657791","full_name":"Snowboard-Software/awesome-ai-analytics","owner":"Snowboard-Software","description":" A list of AI analytics tools (assistants, chat with data, text-to-sql, benchmarks, etc.)","archived":false,"fork":false,"pushed_at":"2025-04-28T19:51:36.000Z","size":130,"stargazers_count":97,"open_issues_count":0,"forks_count":10,"subscribers_count":2,"default_branch":"main","last_synced_at":"2025-05-07T07:02:02.949Z","etag":null,"topics":[],"latest_commit_sha":null,"homepage":null,"language":null,"has_issues":true,"has_wiki":null,"has_pages":null,"mirror_url":null,"source_name":null,"license":"mit","status":null,"scm":"git","pull_requests_enabled":true,"icon_url":"https://github.com/Snowboard-Software.png","metadata":{"files":{"readme":"README.md","changelog":null,"contributing":null,"funding":null,"license":"LICENSE","code_of_conduct":null,"threat_model":null,"audit":null,"citation":null,"codeowners":null,"security":null,"support":null,"governance":null,"roadmap":null,"authors":null,"dei":null,"publiccode":null,"codemeta":null,"zenodo":null}},"created_at":"2024-04-08T10:16:38.000Z","updated_at":"2025-05-04T14:43:01.000Z","dependencies_parsed_at":null,"dependency_job_id":"21fb6c5d-9931-4cf6-a328-7105c838e63d","html_url":"https://github.com/Snowboard-Software/awesome-ai-analytics","commit_stats":null,"previous_names":["snowboard-software/awesome-ai-analytics"],"tags_count":0,"template":false,"template_full_name":null,"repository_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/Snowboard-Software%2Fawesome-ai-analytics","tags_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/Snowboard-Software%2Fawesome-ai-analytics/tags","releases_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/Snowboard-Software%2Fawesome-ai-analytics/releases","manifests_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/Snowboard-Software%2Fawesome-ai-analytics/manifests","owner_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/owners/Snowboard-Software","download_url":"https://codeload.github.com/Snowboard-Software/awesome-ai-analytics/tar.gz/refs/heads/main","host":{"name":"GitHub","url":"https://github.com","kind":"github","repositories_count":253205853,"owners_count":21871158,"icon_url":"https://github.com/github.png","version":null,"created_at":"2022-05-30T11:31:42.601Z","updated_at":"2022-07-04T15:15:14.044Z","host_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub","repositories_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories","repository_names_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repository_names","owners_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/owners"}},"keywords":[],"created_at":"2024-08-03T06:00:22.285Z","updated_at":"2025-05-09T06:30:44.175Z","avatar_url":"https://github.com/Snowboard-Software.png","language":null,"funding_links":[],"categories":["Similar Lists:","Other Lists","Similar Lists"],"sub_categories":["TeX Lists","Markdown"],"readme":"# Awesome-Ai-Analytics\n\n[![Awesome](https://cdn.jsdelivr.net/gh/sindresorhus/awesome@d7305f38d29fed78fa85652e3a63e154dd8e8829/media/badge.svg)](https://github.com/sindresorhus/awesome)\n\nA list of AI analytics tools (assistants, chat with data, text-to-sql models, benchmarks, etc.)\n\n[Open a pull request](https://github.com/Snowboard-Software/awesome-ai-analytics/pulls) to add or edit this list.\n\n## AI Analytics Assistants\n\nTable is filled based on information on companys landing page.  \nDisclaimer: this repo is maintained by the organization behind Dot.\n\n| Name         | Free Trial | Open Source | Slack | Teams | Email | SQL | Semantic Layer | Python | File Upload | BI Tool Integrations |\n|--------------|------------|-------------|-------|-------|-------|-------|--------|--------|--------|--|\n| \u003cdetails\u003e\u003csummary\u003e[Dot](https://www.getdot.ai/)\u003c/summary\u003eDot, 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.\u003c/details\u003e | ✅ | | ✅ | ✅ | | ✅ | ✅ | ✅ | ✅ | Looker, Tableau, Metabase |\n| \u003cdetails\u003e\u003csummary\u003e[Zenlytic](https://www.zenlytic.com/)\u003c/summary\u003eBusiness Intelligence you can talk to. Tap into BI that answers your data questions in seconds, eliminating your reliance on a time-strapped analytics team. \u003c/details\u003e | | | ✅ | ✅ | | ✅ | ✅ | ✅ | ✅ | self build\n| \u003cdetails\u003e\u003csummary\u003e[TextQL](https://www.textql.com/)\u003c/summary\u003eAna is your team's personal data scientist\u003c/details\u003e | | | ✅ | ✅ | | ✅ | ✅ | | | |\n| \u003cdetails\u003e\u003csummary\u003e[Fabi.ai](https://fabi.ai/)\u003c/summary\u003eThe AI data analyst you've been waiting for. Fabi.ai combines SQL, Python and AI automation into one collaborative platform.\u003c/details\u003e  | ✅          |             |       |       |       | ✅   | ✅              | ✅      | ✅           | self build |\n| \u003cdetails\u003e\u003csummary\u003e[dataherald](https://www.dataherald.com/)\u003c/summary\u003eEmbed Text-to-SQL right into your product with our versatile API. Get started free\u003c/details\u003e | ✅ | ✅ | ✅ | | | ✅ | | | |\n| \u003cdetails\u003e\u003csummary\u003e[Othor AI](https://www.othor.ai/)\u003c/summary\u003eOthor 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.\u003c/details\u003e | ✅ |  | | | | ✅ | ✅ | | ✅ |  |\n| \u003cdetails\u003e\u003csummary\u003e[Julius](https://julius.ai/)\u003c/summary\u003eChat with your files and get expert-level insights in seconds.\u003c/details\u003e | ✅ | | | | | ✅ | | ✅ | ✅ |\n| \u003cdetails\u003e\u003csummary\u003e[Athena Intelligence](https://www.athenaintelligence.ai/)\u003c/summary\u003eMeet Athena, the 24/7 Enterprise AI Data Analyst.\u003c/details\u003e |  | |  |  | ✅ | ✅ |  | ✅ | ✅ |\n| \u003cdetails\u003e\u003csummary\u003e[Supersimple](https://www.supersimple.io/)\u003c/summary\u003eSelf-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.\u003c/details\u003e |  | | ✅ | | | ✅ | ✅ | ✅ |  |\n| \u003cdetails\u003e\u003csummary\u003e[Lumi AI](https://www.lumi-ai.com/)\u003c/summary\u003eEnterprise Analytics Made Simple and Conversational. Instantly find actionable insights that drive financial results from large operational data using plain language prompts.\u003c/details\u003e |✅ | | ✅ | ✅ | ✅ | ✅ | ✅ | ✅ | ✅ |\n| \u003cdetails\u003e\u003csummary\u003e[Minus X](https://minusx.ai/)\u003c/summary\u003eAI 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.\u003c/details\u003e | ✅ | | | | | ✅ | |✅ | | Metabase, Jupyter |\n| \u003cdetails\u003e\u003csummary\u003e[Anthropic Financial Analyst](https://github.com/anthropics/anthropic-quickstarts/tree/main/financial-data-analyst)\u003c/summary\u003eA sophisticated Next.js application that combines Claude's capabilities with interactive data visualization to analyze financial data via chat. (Quickstart Guide)\u003c/details\u003e | ✅ | ✅ | | | | ✅ | | |✅ |\n| \u003cdetails\u003e\u003csummary\u003e[Microsoft Data Formulator](https://github.com/microsoft/data-formulator)\u003c/summary\u003eTransform data and create rich visualizations iteratively with AI 🪄. Try Data Formulator now in GitHub Codespaces!\u003c/details\u003e | ✅ | ✅ | | | | | | ✅ | ✅ | self build\n| \u003cdetails\u003e\u003csummary\u003e[OpenAI Data Analyst](https://chat.openai.com/g/g-HMNcP6w7d-data-analyst)\u003c/summary\u003eDrop in any files and I can help analyze and visualize your data.\u003c/details\u003e | ✅ | | | | | | | ✅ | ✅ |\n| \u003cdetails\u003e\u003csummary\u003e[BaseDash](https://www.basedash.com/)\u003c/summary\u003eThe AI-native Business Intelligence Platform. Generate beautiful charts and dashboards to understand your customers and business using natural language.\u003c/details\u003e | ✅ | |  |  | | ✅ |  |  | ✅ | self build |\n| \u003cdetails\u003e\u003csummary\u003e[Tellius](https://tellius.com/)\u003c/summary\u003eDecision-intelligence platform with AI agents that automate multi-step analysis and surface actionable insights for business teams.\u003c/details\u003e | ✅ | | | | | ✅ | ✅ | | | |\n| \u003cdetails\u003e\u003csummary\u003e[Brewit](https://brewit.ai/)\u003c/summary\u003eAn AI-powered analytics copilot that lets you chat with your database, visualize insights, and build dashboards in seconds.\u003c/details\u003e | ✅ | | | | | ✅ | ✅ | | | |\n| \u003cdetails\u003e\u003csummary\u003e[Langchain SQL Agent](https://python.langchain.com/docs/use_cases/sql/agents/)\u003c/summary\u003eLangChain has a SQL Agent which provides a more flexible way of interacting with SQL Databases than a chain.\u003c/details\u003e | | ✅ | | | | ✅ | | ✅ | |\n| \u003cdetails\u003e\u003csummary\u003e[Vanna](https://vanna.ai/)\u003c/summary\u003eThe revolutionary open source Python package that's changing the game in SQL database interaction\u003c/details\u003e | ✅ | ✅ | | | | ✅ | | | |\n| \u003cdetails\u003e\u003csummary\u003e[Narrative BI](https://www.narrative.bi/ai-data-analyst)\u003c/summary\u003e Chat with your data: integrates seamlessly with CSV/XLSX, GA4, Google Ads, Google Search Console, and more.\u003c/details\u003e | ✅ | |  |  | | ✅ |  |  | ✅ |\n| \u003cdetails\u003e\u003csummary\u003e[SQLChat](https://www.sqlchat.ai/)\u003c/summary\u003eChat-based SQL Client and Editor for the next decade\u003c/details\u003e | ✅ | ✅ | | | | ✅ | | | |\n| \u003cdetails\u003e\u003csummary\u003e[Fluent](https://www.fluenthq.com)\u003c/summary\u003eSelf-serve your company's data insights with AI\u003c/details\u003e | | | ✅ | ✅ | | ✅ | | | |\n| \u003cdetails\u003e\u003csummary\u003e[VazyData](https://www.vazydata.com/)\u003c/summary\u003eVazy is a simple and intuitive data analysis co-pilot that helps you manage your decisions with ease and speed.\u003c/details\u003e | ✅ | | ✅ | | | ✅ | | |\n| \u003cdetails\u003e\u003csummary\u003e[Sulie](https://sulie.co/)\u003c/summary\u003eThe data analysis copilot for your data. Analyze data or make data predictions in plain english, right when you need it.\u003c/details\u003e | ✅ | | ✅ | | | ✅ |  |  |  | |\n| \u003cdetails\u003e\u003csummary\u003e[Databricks Genie](https://www.databricks.com/product/ai-bi/genie)\u003c/summary\u003eAI/BI Genie. Converse with your data.\u003c/details\u003e | ✅ | |  |  | | ✅ |  |  |  | |\n| \u003cdetails\u003e\u003csummary\u003e[Defog](https://defog.ai/)\u003c/summary\u003eSpeed up data analyses in SQL, Python and R with AI assistants and agents tailored for your business - without sharing your data.\u003c/details\u003e | ✅ | | | | | ✅ | | |\n| \u003cdetails\u003e\u003csummary\u003e[Vizly](https://vizly.fyi/)\u003c/summary\u003eVizly is an AI-powered data scientist that lets you chat with your data, visualize insights, and perform analysis.\u003c/details\u003e | ✅ | | | | | | | ✅ | ✅ |\n| \u003cdetails\u003e\u003csummary\u003e[Seda.ai](https://www.seda.ai/)\u003c/summary\u003eYour AI data assistant. Your AI data analyst is here. Query, visualize, document, and find insights instantly.\u003c/details\u003e | ✅ | | | | | ✅ | | | | |\n| \u003cdetails\u003e\u003csummary\u003e[Menza](https://menza.ai/)\u003c/summary\u003eLatentspace’s Menza generates proactive insights and interactive dashboards from spreadsheets and databases via natural-language chat.\u003c/details\u003e | ✅ | | | | | | | | ✅ | |\n| \u003cdetails\u003e\u003csummary\u003e[Powerdrill](https://powerdrill.ai/)\u003c/summary\u003eChat with your SQL databases, get instant charts, and embed AI-generated dashboards to drive data-driven decisions 10× faster.\u003c/details\u003e | ✅ | | | | | ✅ | | | | |\n| \u003cdetails\u003e\u003csummary\u003e[AnswerRocket](https://answerrocket.com/)\u003c/summary\u003eAugmented-analytics platform that answers business questions in plain English and automatically uncovers key drivers and anomalies.\u003c/details\u003e | | | | | | ✅ | ✅ | | | |\n| \u003cdetails\u003e\u003csummary\u003e[SQLPilot](https://sqlpilot.ai/)\u003c/summary\u003eNatural-language SQL editor that converts prompts into optimized queries across unlimited database connections and supports RAG-based schema context.\u003c/details\u003e | ✅ | | | | | ✅ | | | | |\n| \u003cdetails\u003e\u003csummary\u003e[Shape](https://shape.xyz/)\u003c/summary\u003eQuery your database in plain english\u003c/details\u003e |  |  | ✅ | | | ✅ | | | |\n| \u003cdetails\u003e\u003csummary\u003e[Seek](https://www.seek.ai/)\u003c/summary\u003eSeek 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.\u003c/details\u003e | | | ✅ | | | ✅ | | |\n| \u003cdetails\u003e\u003csummary\u003e[Athenic](https://www.athenic.com/)\u003c/summary\u003eAI-enabled analytics platform for all business teams, no technical knowledge required\u003c/details\u003e | ✅ | | | | | ✅ | | |\n| \u003cdetails\u003e\u003csummary\u003e[Delphi](https://www.delphihq.com)\u003c/summary\u003eConnect your data, build charts and dashboards, and get blazing fast insights using AI. Securely, privately, and quickly.\u003c/details\u003e | | | ✅ | | | | ✅ | |\n| \u003cdetails\u003e\u003csummary\u003e[Outerbase](https://www.outerbase.com/)\u003c/summary\u003eAI-powered database platform for viewing, querying, visualizing, and editing your data.\u003c/details\u003e | ✅ | | | | | ✅ | | |\n| \u003cdetails\u003e\u003csummary\u003e[Patterns](https://patterns.app/)\u003c/summary\u003eAn 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.\u003c/details\u003e | | | | | ✅ | ✅ | | |\n| \u003cdetails\u003e\u003csummary\u003e[AIQuery](https://aiquery.co)\u003c/summary\u003eUse 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.\u003c/details\u003e | ✅ | | | | | ✅ | | |\n| \u003cdetails\u003e\u003csummary\u003e[SimplyPut](https://simplyput.ai/)\u003c/summary\u003eSimplyPut empowers your company to chat with data using AI. Trust the answers you receive and make data accessible and understandable for all.\u003c/details\u003e | | | ✅ | | | ✅ | | |\n| \u003cdetails\u003e\u003csummary\u003e[Buster](https://www.buster.so/)\u003c/summary\u003eBuild, monitor, and deploy a SQL API that's trained on your database. Manage security, performance, and access controls from one place.\u003c/details\u003e | ✅ | | | | | ✅ | | |\n| \u003cdetails\u003e\u003csummary\u003e[SQLAI](https://www.sqlai.ai/)\u003c/summary\u003eAI 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.\u003c/details\u003e | ✅ | | | | | ✅ | | |\n| \u003cdetails\u003e\u003csummary\u003e[AskYourDatabase](https://www.askyourdatabase.com/)\u003c/summary\u003eNo SQL, Connect your database and chat with your data in ChatGPT.\u003c/details\u003e | ✅ | | | | | ✅ | | |\n| \u003cdetails\u003e\u003csummary\u003e[ChatDB](https://www.chatdb.ai/)\u003c/summary\u003eBuild powerful, beautiful dashboards with no code!\u003c/details\u003e | ✅ | | | | | ✅ | | |\n| \u003cdetails\u003e\u003csummary\u003e[DataChat](https://datachat.ai/)\u003c/summary\u003eMeet the no-code, generative AI platform for instant analytics\u003c/details\u003e | ✅ | | | | | ✅ | | |\n| \u003cdetails\u003e\u003csummary\u003e[AI Lens](https://www.lensvisual.io/)\u003c/summary\u003eSupercharge Your Power BI Dashboards with OpenAI and ChatGPT\u003c/details\u003e | ✅ | | | | | | | | |\n| \u003cdetails\u003e\u003csummary\u003e[InsightBase](https://insightbase.ai/)\u003c/summary\u003ePowerful AI-powered analytics for your business.\u003c/details\u003e | ✅ | | | | | ✅ | | |\n| \u003cdetails\u003e\u003csummary\u003e[Louie](https://www.louie.ai/)\u003c/summary\u003eMake talking to data a breeze with a genAI-first design that helps you query, analyze, visualize, and collaborate\u003c/details\u003e | | | | | | ✅ | | |\n| \u003cdetails\u003e\u003csummary\u003e[TalkToYourDatabase](https://talktoyourdatabase.com/)\u003c/summary\u003eSTOP WASTING YOUR TIME WRITING SQL\u003c/details\u003e | | | | | | ✅ | | |\n| \u003cdetails\u003e\u003csummary\u003e[number station](https://numbersstation.ai/)\u003c/summary\u003eFree the power of your data with Numbers Station, the multi-agent AI-native analytics platform.\u003c/details\u003e | | | | | | ✅ | | | |\n| \u003cdetails\u003e\u003csummary\u003e[DataGPT](https://datagpt.com/)\u003c/summary\u003eThe First Conversational AI Data Analyst. Ask DataGPT any question and get analyst-grade answers in seconds.\u003c/details\u003e | | | | | | ✅ | | | |\n\n\nHonourable Mentions of established tools that integrate AI and Natural Language Interfaces:\n- [AWS Quicksight](https://aws.amazon.com/quicksight/) with [Natural Language Demo ](https://www.youtube.com/watch?v=0IBAS2GiWwo)\n- [PowerBI with QnA](https://powerbi.microsoft.com/fr-ca/blog/ask-your-data-questions-with-q-amp-a/)\n- [Tableau with Ask Data](https://help.tableau.com/current/pro/desktop/en-us/ask_data.htm)\n- [ThoughtSpot](https://www.thoughtspot.com/)\n- [Veezo](https://www.veezoo.com/)\n  \n\n## Models Optimized for Text 2 SQL\n- [HuggingFace Text to SQL Category](https://huggingface.co/models?other=text-to-sql)\n- [SQLCoder-70B-Alpha](https://huggingface.co/defog/sqlcoder-70b-alpha) (PostgreSQL)\n- [DuckDB-NSQL-7B](https://huggingface.co/motherduckdb/DuckDB-NSQL-7B-v0.1) (DuckDB)\n- [Natural-SQL-7B](https://huggingface.co/chatdb/natural-sql-7b) (PostgreSQL)\n- [Snowflake Arctic Instruct](https://huggingface.co/Snowflake/snowflake-arctic-instruct) (Snowflake)\n- [DBRX Instruct](https://huggingface.co/databricks/dbrx-instruct) (from Databricks, but so far not really good at Text 2 SQL)\n\n\n## Synthetic Table Data Geneators\n- [Gretel](https://gretel.ai/)\n\n\n## Text 2 SQL Benchmarks\n- [BIRD-SQL (University of Hong Kong, DAMO Academy, Alibaba, ...)](https://bird-bench.github.io/)\n- [Spider (Yale University)](https://yale-lily.github.io/spider)\n- [WikiSQL (Salesforce)](https://github.com/salesforce/WikiSQL)\n- [KaggleDBQA (Microsoft)](https://www.microsoft.com/en-us/research/publication/kaggledbqa-realistic-evaluation-of-text-to-sql-parsers/)\n- [Fiben Benchmark (IBM)](https://github.com/IBM/fiben-benchmark)\n- [UNITE, A Unified Benchmark for Text-to-SQL Evaluation (AWS)](https://github.com/awslabs/unified-text2sql-benchmark)\n- [SQL Eval (Defog AI)](https://github.com/defog-ai/sql-eval)\n- [DABStep (Adyen)](https://huggingface.co/blog/dabstep)\n\n\n## MCP Servers\n- [dbt MCP Server](https://github.com/dbt-labs/dbt-mcp)\n\n\nInspired by [Awesome-Code-AI](https://github.com/sourcegraph/awesome-code-ai).\n\n\n","project_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2FSnowboard-Software%2Fawesome-ai-analytics","html_url":"https://awesome.ecosyste.ms/projects/github.com%2FSnowboard-Software%2Fawesome-ai-analytics","lists_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2FSnowboard-Software%2Fawesome-ai-analytics/lists"}