AI Data Analyst Agent: Turn Your Exports Into Answers

AI agents · The Pythe team · Updated 2026-10-12

A Pythe analyst agent runs Python on your CSVs and exports, checks the data first, recomputes its headline number and returns charts, an Excel model and a short answer.

Give a Pythe analyst a Stripe or PostHog export, a CSV or a spreadsheet and a question. It writes and runs the analysis on its own computer instead of guessing in a chat window.

How it works

It states the question and the period before it computes anything.
It looks at the data first: row counts, dates, nulls, duplicates, outliers and units.
It computes with code, and checks the headline number a second way.
It says what the data does and does not show, with ranges for any forecast.
It returns charts titled with their finding, an Excel model with live formulas if you want one, and a short written answer.

Can AI analyse my data?

Yes. A Pythe analyst runs Python on your files, checks its numbers and returns charts and a model. Check that the source data is what you meant.

Does it make Excel files?

Yes, including live formulas, as well as Word, PowerPoint and PDF files.