AI Data Scientist

These tools let someone ask a question in English and get a chart back. That is genuinely useful and genuinely risky, because a wrong number looks exactly like a right one. The products worth your time are the ones that show the query they ran, name the tables they used, and let you correct their understanding of your schema. Treat anything that only shows you the answer as a demo rather than a tool. Most listings here connect to a warehouse or a spreadsheet; check which one before you get attached.