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Pima County Legal AI Agent

Daily automated agent pulling distressed property signals from county public records.

Result

Runs every day with no manual work, across 6 document types

Service
AI Agents
Built with
PythonPlaywrightGroq APIGPT-OSS-120BPandasGoogle Sheets API
Pima County Legal AI Agent: screenshot of the delivered output

What it does

  • Pulls from 6 document types daily: liens, judgments, notices of sale, lis pendens, death certificates, AHCCCS liens
  • Extracts structured fields per document: names, addresses, claim amounts, plaintiffs, defendants, filing dates
  • Organises output into separate sheets per document type automatically
  • Runs on a daily schedule with no manual intervention required
  • Surfaces everything in a dashboard the client checks every morning

Who it helps

  • Real estate teams spot motivated seller signals before they hit the open market
  • Eliminates hours of manual county portal research every day
  • Legal teams get clean structured data instead of raw document dumps
  • Reusable across any US county portal with minimal reconfiguration

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