- Discover and align
- Prioritize and design
- Validate value (PoC/MVP)
- Deploy and integrate
- Operate and improve
Discover and align
Clarifying goals and stakeholders and mapping data, systems, and success metrics important to clinicians and operations.
Prioritize and design
Prioritizing high‑value, feasible use cases and designing solution architecture, and guardrails that fit existing tools.
Validate value (PoC/MVP)
Running a tightly scoped PoC/MVP in 8–12 weeks to test hypotheses, optimize models, and collect user feedback.
Deploy and integrate
Hardening pipelines, integrating with EHR/LIS/PACS/CRM, and configuring monitoring, access controls, and security.
Operate and improve
Establishing model governance and quality checks and iterating with real‑world feedback to raise impact in the long run.