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Case studyAIAutomation

Shelter intake automation

Claude-assisted intake and triage for a fictional women's shelter, with a discreet mode built in.

View source on GitHub
FastAPISQLModelReactClaude API

Disclaimer: all data shown in this demo is synthetic mock data and is not representative of any real person or organization.

// the problem

Intake for a shelter has to move fast, triage accurately, and stay safe for people who may be in danger from whoever is watching their screen.

// the approach

  • Model intake submissions, triage records, room/bed assignment, and shelter configuration.
  • Use Claude to run triage and draft follow-up messages from intake data.
  • Build a discreet mode that changes what's shown on screen for situations where privacy is a safety issue, not just a preference.

// the outcome

A working intake-to-triage-to-room-assignment flow, with the discreet mode as the deliberate, safety-driven design choice.