Inside the Healing Analytics Agent: Spotting Stalled Wounds in Real Time
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How the healing analytics agent turns weekly measurements into trajectory curves and flags non-healing wounds before week four.
A wound is non-healing if area has not decreased by roughly 50% at four weeks. By the time most teams notice, they are already past that mark. The healing analytics agent moves the signal earlier.
Trajectory, not snapshots
Each wound has a continuous curve built from every capture: area, depth, and tissue composition over time. The agent fits an expected healing trajectory for the wound type and etiology, then compares actuals against it.
Stall flags before week four
When measured area trails the expected curve by a defined threshold for two consecutive visits, the dashboard flags the wound. Clinicians see the flag in the chart and in the daily huddle view — not in a monthly QA report.
Cohort views for health systems
Administrators can slice by clinician, facility, etiology, or payer to see where healing rates lag. This is the view that drives staffing decisions, formulary changes, and skin-substitute utilization reviews.
Connected to coding and compliance
Stall flags feed into WISER claims and compliance so documentation supporting advanced therapies — including skin substitutes under the 2026 CMS rule — is already in the record when the claim goes out.
Where to see it
The healing dashboard is included in the unified platform — not a separate analytics subscription. For the detection logic, see inside the healing trajectory agent.