Product Strategy
User Personas
- Clinician/Case Manager: triage high-risk patients; needs interpretable risk factors.
- Nursing Supervisor: staffing plans; needs nursing-hour forecasts by care level.
- Operations/Finance: monitor ROI; needs dashboard KPIs and trend reports.
KPIs
- Clinical: readmission rate reduction; calibration and fairness checks.
- Operational: staffing utilization; on-time discharges; unit load balance.
- Reliability: API uptime; alert latency; user adoption.
Roadmap
- Pilot: HF unit; validate KPIs and workflow fit.
- Scale: multi-unit rollout; governance sign-off; training.
- Integrations: EHR hooks (read-only); role-based dashboards.
Repo: cyranothebard/heart_failure_readmission · Deck: Google Slides
At a glance
Primary users
Clinicians / Nursing
Impact
Readmit ↓ / Util ↑
Roadmap
Pilot → Scale