Inside the Healing Trajectory Agent: Catching Stalled Wounds Before Week 4
product
How the healing trajectory agent uses serial measurements to flag non-healing wounds early — and what clinicians do with the alert.
A wound that isn't 50% smaller by week four is unlikely to heal on the current plan. The healing trajectory agent watches for that inflection point automatically.
The clinical rule
DFUs and VLUs that fail to reduce in area by 40–50% over the first four weeks are stalled. Standard practice says escalate — advanced therapies, offloading review, vascular workup, or skin substitute candidacy.
The data pipeline
- Every visit contributes a markerless, calibrated measurement via AI-powered wound imaging.
- Serial areas are plotted on the Healing dashboard.
- The agent computes percent area reduction and compares against expected trajectory.
- When the wound falls off the expected curve, the agent flags it — before week four, not after.
What clinicians see
A stalled-wound alert on the patient card, the trajectory chart with the divergence point highlighted, and suggested next-step documentation prompts (offloading adherence, vascular status, infection workup, biopsy consideration).
Why early matters
Early escalation shortens time-to-heal, supports medical necessity for advanced products, and creates the audit trail payers want. The full mechanics live in Inside the Healing Trajectory Agent.
Fits the whole practice
Combined with Wound healing software and Diabetic foot care workflows, the trajectory agent turns serial documentation into a clinical decision-support layer — not just a chart.