Alternatives to Cookiecutter Data Science

Quadratic is an AI spreadsheet where the grid runs Python, SQL, JavaScript, and formulas against live data sources.

Hex is an AI analytics workspace where SQL and Python teams ask questions, explore data, and ship governed data apps.

Better Analyst (formerly Formula Bot) turns plain-English questions into AI data analysis, charts, and dashboards.

Discontinued: Lume's data-integration product ended in March 2026 when its team joined Harvey.

Turn natural language into SQL queries across major databases with schema awareness, plus a desktop app.

Chat2DB turns plain English into optimized SQL across 40+ databases, with queries processed locally.

Governed, auditable natural language analytics where every answer ships with the SQL and Python behind it

Deepnote is a cloud data notebook where your team and AI agents explore data, build apps, and ship models together.

Open-source agentic data assistant: your LLM connects to databases, writes SQL and code, and runs analysis in sandboxes

Observable is a browser-based reactive JavaScript notebook for interactive data visualization and fast SQL-to-chart prototyping.

AI2SQL turns plain English into schema-aware SQL, with a governed MCP server for read-only database queries.

Microsoft's open-source, code-first agent framework for stateful, data-intensive conversational tasks.

SQL Chat turns plain-English questions about your MySQL, PostgreSQL, or SQLite database into read-only SQL you can inspect before it runs.

AI add-on for Google Sheets and Docs that runs ChatGPT, Claude, and Gemini models to automate formulas, cleanup, and bulk row-level work from a plain-language

Hex Magic is the agentic AI analytics notebook that turns natural-language questions into governed, inspectable analyses

Ask business questions in plain English and get instant insights, charts, and anomaly alerts from your data.

Truleo is case intelligence software for law enforcement that cross-references jail calls, RMS, CAD, ALPR and 140+ OSINT databases into ranked solvability

Privacy-safe synthetic, mock, and simulated data generation with an Apache v2 open-source SDK from MOSTLY AI, powered by Syntho.

OpenAgents is an Apache-2.0 platform for running language agents — data analysis, 200+ plugins and autonomous web browsing from one chat UI.

AI sports data, analytics, and fan engagement for leagues, sportsbooks, and global brands.

AI reality capture platform that turns drone, robot, and 360 data into site maps, 3D models, and progress reports.

AI go-to-market platform for data enrichment, Claygents research agents, and GTM workflow automation.

Agentic manufacturing platform that turns plant data into agent-ready models and improves production every run.

Northbeam is a marketing intelligence platform combining multi-touch attribution, MMM+ and first-party data feeds to make DTC ad spend more

Agentic AI agents embedded in an enterprise planning model on your governed data.

Warehouse-native CDP and agentic marketing platform that activates customer data across 300+ ad, CRM and lifecycle tools without copying it out of Snowflake or

MindsHub (formerly MindsDB) turns plain-language tasks into live apps, dashboards, spreadsheets, and briefs from your connected data.

AWS's integrated platform for data, analytics, and machine learning

AI-native commerce data platform that deploys agents to analyze, optimize, and act on Shopify brand data — no SQL or dashboards.

BlazeSQL turns plain-English questions into SQL answers, dashboards, and reports from your existing database.