Management Perspective

• Phased delivery with stakeholder alignment (clinical leadership, IT, compliance).
• Risk register (data quality, drift, governance), reviewed bi-weekly.
• Operational readiness: on-call, documentation, and measurable SLAs.

Delivery Plan

• Phase 1: cohorting + features; Phase 2: models + evaluation; Phase 3: dashboard + serving; Phase 4: pilot.
• Cadence: weekly demos, backlog grooming, KPI tracking.

Risks & Mitigations

• Data Gaps: fallback features; QA checks; provider SLA.
• Concept Drift: monitor; scheduled retraining windows.
• Deployment: blue/green; versioned artifacts; rollbacks.

Repo: cyranothebard/heart_failure_readmission