The child welfare pipeline

Population → allegations → substantiations → entries → in care

Year 2025

Analyst

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Analyst engine

The panel on the right writes a leadership brief every time the view changes, and answers questions about whatever is on screen.

Engine Built-in analyst Runs entirely in the browser. Computes the same statistics a model would be given and writes the brief from templates. No key, no network, no cost. Live model (OpenAI) Sends the numbers behind the current screen to /api/analyze, which calls OpenAI with your key held server-side. Set OPENAI_API_KEY in your Cloudflare Pages project to enable.