Public Sector · Case Mgmt

Statewide Family Services Bureau

"Every case. Every family. Every deadline."

Sacramento, CA (fictional state agency, not California-specific) ·18,000 caseworkers, 2.1M active cases, 62 jurisdictions

The Story Hook

What's happening at Statewide Family Services Bureau?

Metro Region 1 runs SLA compliance under 4% while every other jurisdiction sits at 54-59% (-2.99σ). The concentration is on SNAP and Medicaid enrollment programs where waitlists have grown.

The People

Three protagonists.

Hero Persona

Camilla Odongkara-Zolotukhin

Deputy Director, HHS

"One region. Two programs. That's the answer for Thursday — not an agency-wide apology."

Protagonist

Kalifa Nyathi-Weatherspoon

Program Manager, Metro Region 1

"Give me the triage plan I can execute Monday."

Analyst

Devlin Ochoa-Ranganathan

Ops Analytics Analyst

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Pick this one

Ready to build?

In Beat 2 of the workshop, you'll pick Statewide Family Services Bureau as your storyline. Claude Code has already read the semantic model, knows the personas, and understands the signal in the data. You describe the dashboard you want in plain English. It builds.

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