Community Risk Profile⚡ AI-scoredclick a ZIP to explore resources

Crisis Events & Alerts⚡ AI-detected

About This Dashboard

Data from 7 API endpoints (51 records): community-snapshot (1), shelter-inventory (10), intake-network (8), transition-programs (8), stabilization-docs (10), rehousing-options (10), system-status (4).

Ctrl Alt Defeat · NAIPC Wichita Regional · April 18, 2026

🤖 How This Tool Was Built — AI Process

Who this serves: Residents seeking rehousing options services, case workers coordinating referrals, and planners tracking coverage gaps across the community's highest-need areas.

Generated by a Python harness using Claude (Anthropic API) to orchestrate the analysis pipeline:

1. Data Ingestion — 8 API endpoints fetched and normalized into a unified resource index. Field names detected by keyword pattern matching, enabling adaptation to unknown datasets.

2. Domain Detection — Problem domain (food access, healthcare, workforce) inferred from resource categories and endpoint names. Severity indicators selected automatically.

3. Severity Scoring — Area-level risk computed from the dataset's primary metrics. Scores are relative (HIGH/MED/LOW) based on tertile distribution.

4. Interactive Rendering — Single HTML file with embedded JSON, Chart.js visualizations, cross-filtering between views, and an optional AI chatbot.

5. Curveball Adaptation — Resource closures applied as data patches, propagating through KPIs, severity scores, finder results, and charts.

6. Ask AI — Claude answers data questions in real time. Try: "Which Outreach resources are nearby?"

Categories
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7
API Endpoints
51
Total Records
28
Resources
0
Areas Monitored

Resource Distribution

Data Sources
EndpointRecords
/api/community-snapshot1
/api/shelter-inventory10
/api/intake-network8
/api/transition-programs8
/api/stabilization-docs10
/api/rehousing-options10
/api/system-status4