Public health · Action plans
Dense action plans → executive-ready overview.
AI Overview turns submissions into a structured read — grounded, refreshable, in-product.
Built into the PHABC Tool and powered by the SundayPyjamas platform API — synthesis stays on a single managed integration instead of separate tools.
PHABC Tool · AI Overview
12
48
100%
0
Trigger to overview
0%
Plan-grounded
0
Parallel docs
0
API integration
The problem
Action plans combine structured fields with qualitative insight — program descriptions, outcome narratives, and partnership context that doesn't reduce to a single metric.
Teams either skim and miss nuance, or spend significant time reconstructing the story before meetings and approvals.
What we built
AI Overview lives on the Action Plan — explicit trigger, readable summary panel, grounded server-side generation from plan content the user may access.
Session-friendly persistence with deliberate regenerate when the submission evolves.
What we shipped
- AI Overview control on the Action Plan page
- Summary panel with headings, lists, and empty state
- Grounded generation from accessible plan content only
- Refresh when the plan changes — one source of truth
Technical integration
Authenticated request → plan in context → SundayPyjamas API → summary on the page.
End-to-end flow
Auth → plan → API → summarysingle integration surface
Security posture
Server-side configurationkeys never in browser
Generation contract
Chat-style + plan contextstakeholder-ready headings
Product surface
Action Plan pageone button, one overview
Outcomes
Program leads spend less time reconstructing plan emphasis before workshops and handoffs.
Authors get a quick mirror for how dense language might land for someone who didn't write every paragraph.
Organizations get a consistent path from submitted detail to shared understanding — without a second document.
What this enables
Rich operational data in the product, assistive synthesis beside it, one provider integration:
Plans & assessments
Mixed records with bounded context to a managed AI API.
Portfolios & compliance
Authoritative record stays in-product; overviews refresh on change.
Cross-team alignment
Executive reads without duplicating narrative in slide decks.
Building in-product synthesis?
Keep the record authoritative, send bounded context, render results as first-class UI.