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Category
Data analysis
AI data analysis tools: spreadsheets that write Python and SQL, natural-language database queries, notebook helpers, document readers that extract figures, and domain tools that turn photos into reports.
Data analysis tools in this category let you ask questions of data without writing every query by hand. Some sit on top of spreadsheets or databases and translate plain language into code. Some read reports and PDFs and pull out the figures. A few are built for one industry, such as insurance claims. The list also contains general language models and research tools that only touch analysis in passing.
Read more about this category
Where your data lives decides the tool
- In a spreadsheet:Quadratic is a spreadsheet that writes Python, SQL and JavaScript from natural language in one browser tab.
- In a database:Bagel AI lets you query a database in English or Arabic instead of SQL.
- In a notebook:Mito AI brings spreadsheet-style cleaning, pivot tables and charts into Jupyter, so the analysis stays reproducible in code.
- In documents: Hebbia reads hundreds of financial reports and legal contracts and returns the figures with answers.
Always see the query
A natural-language answer is only as good as the SQL or code behind it. Prefer tools that show the generated query, and check joins, filters and date ranges before you share a number. Run a question you already know the answer to as a first test.
For storing and structuring the data itself, see Database; for building predictive models, Machine Learning.
