Identify one or two high-value interaction types (ER triage, discharge updates, device events, etc.) and define measurable KPIs.

Paired verifies clinician, patient, and device interactions across selected units, producing privacy-safe datasets ready for analysis.

Partners receive verified interaction insights that strengthen AI models, improve efficiency, and validate real-world performance.

Successful pilots expand across departments, hospitals, or national systems — establishing a blueprint for trusted healthcare intelligence.