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Automated Data Analyst

Open-source AI data analyst: upload a CSV or Excel file and get dashboards, anomalies, and forecasts.

Webfree

Automated Data Analyst (ADA) is an open-source tool that turns an uploaded CSV or Excel file into an interactive dashboard, complete with automatic anomaly detection, a baseline forecast, and evidence-backed recommendations. Users can also ask plain-English questions and see the underlying calculation behind each answer, rather than an unverifiable AI-generated response. It's aimed at business operators and analysts who want quick BI-style analysis of a spreadsheet without setting up a full BI tool.

Categories
Business IntelligenceData Analysis

Full match profile

Behind the summary, Matchbox keeps a richer profile of Automated Data Analyst - the signals our matcher actually reads to decide when to surface it. It stays private; claim the listing to see and control it.

  • Problem & pain-point mapping
  • Who we surface it to (audience fit)
  • What it's a strong alternative to
  • Trust & credibility signals

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