🧠 Open-source AI analyst that admits when it doesn't know
ADA is a privacy-first data analyst built on Python, Streamlit, and pandas. Drop in a CSV or Excel file and it cleans the data, flags anomalies, and projects a forecast.
The unusual bit: unresolvable queries get refused outright instead of guessed, and AI-planned answers are visibly badged so you always know what the model actually touched.
The full deterministic workflow runs with zero API key. Early days, but worth watching.
GitHub
GitHub - saineshnakra/automated-data-analyst: AI data analyst: chat with your data, generate dashboards, detect anomalies, forecast…
AI data analyst: chat with your data, generate dashboards, detect anomalies, forecast trends with verified calculations using pandas.. - saineshnakra/automated-data-analyst
September 6, 2026 802 3
