Care Coordination Command Center

Referrals go silent and consent expires. This dashboard gives caseworkers a single view of violations, risk, and history, with privacy as a first-class primitive, not an afterthought.

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🛡️ Care Coordination Command Center

Track 1 — Inter-Org Referral & Care Coordination

📌 The Challenge

The Problem: Partner organizations lack a unified, privacy-safe client view. This fragmentation leads to:

  • Stalled Referrals: Information silos prevent timely care.
  • Compliance Risks: Unnoticed consent violations that threaten data integrity.

The Solution: A privacy-first coordination layer that ensures every data "read" is legally and ethically compliant before it reaches the screen.

🛠️ What I Built

A Streamlit dashboard architected for strict data governance, featuring three core modules:

  • 🔍 Consent Monitor: A live scanner that flags active violations in real-time.
  • ⚖️ At-Risk Dashboard: Transparent client prioritization using a 13-factor scoring model. The risk R is calculated as a function of weighted indicators defined in src/risk_scorer.py: $$R = \sum_{i=1}^{13} w_i \cdot f_i(client_data)$$
  • ⏳ Client Timeline: A historical view of interactions with integrated privacy badges and explicit redactions.

The "ConsentGate" Engine

At the heart of the app is src/consent_gate.py. This middleware enforces:

  • Scope & Expiry: Automatic filtering of withdrawn or expired consent.
  • Legislative Compliance: Hardcoded logic for OCAP and FOIPPA.
  • Reliability: Backed by a 59-test pytest suite to ensure zero leakage.

👩‍💼 The Frontline Experience

How a caseworker uses the app on a typical Monday morning:

  1. Triage: Scans high-level KPI cards for critical consent violations.
  2. Investigate: Drills into the Consent Monitor to resolve immediate legal flags.
  3. Prioritize: Uses the At-Risk Dashboard to identify which clients need urgent outreach.
  4. Action: Opens a Client Timeline to view redacted notes—ensuring they have the "Right to Know" before making a referral call.

🚀 Roadmap: What’s Next?

In one additional week of development, we would ship:

  • Role-Based Access Control (RBAC): Granular permissions and full audit logging.
  • Automated Gating: Integrating DSA/Partner matching to automate referral approvals.
  • Performance: UI polish and database query optimization.

📬 Contact

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