ADA: Automated Data Analyst
Free AI analyst for excel. Every number shows its math
11 followers
Free AI analyst for excel. Every number shows its math
11 followers
Upload a CSV or Excel file. ADA builds a dashboard, spots unusual months, forecasts what's next, and answers questions in plain English.
Every number shows the calculation behind it, so you can check its work. And it says when it doesn't know: the forecast tells you when it's no better than guessing, months only get flagged when they're genuinely odd, and a half-finished month is left out instead of reported as a crash.
Free, open source, no signup, no API key. Runs locally on your browser.
Love the transparency angle, being able to read the pandas behind every chart is huge. One thing I'd love to see is a simple way to export the cleaned dataset along with the dashboard, maybe a toggle that bundles the transformed CSV and a short markdown report. Would make sharing insights with teammates who don't run ADA way easier.
@saniyekayoglsp that makes a lot of sense, I’ll add exports for cleaned data and reports over the weekend.
the no-rows-to-AI thing is genuinely thoughtful, like a lot of tools just pipe everything through the model by default. being able to actually read the pandas underneath every chart is the kind of transparency that should be standard.
@durmumnda that’s the plan, I genuinely feel LLMs are amazing but we are forgetting the plot. A lot of things can be done with deterministic workflows and I think we can use LLMs to make them much stronger