Inside the Healing Trajectory Agent: Catching Stalled Wounds Before Week 4
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How an AI agent watches wound measurements over time and flags healing that's off-track — before the payer clock runs out.
Most wound care documentation is retrospective: you record what the wound looks like today. The healing trajectory agent works forward — it watches measurements over time and tells you when a wound isn't tracking toward closure.
The signal it's looking for
Healing is roughly linear in a wound that's going to close. Area should shrink at a predictable rate through the first four weeks. When the trajectory flattens — or reverses — that's the signal.
What the agent does with it
- Compares each visit's area against the wound's own trajectory, not a generic benchmark
- Adjusts for wound type — DFUs, venous ulcers, and pressure injuries have different expected curves
- Flags stalled wounds in the healing dashboard so they're visible across the caseload, not buried in individual charts
- Surfaces the flag inside the chart when you open the next visit
Why the four-week window matters
Medicare and most commercial payers expect four weeks of documented, failed conservative care before advanced therapies like skin substitutes. If a wound is stalling, you want to know at week two — not when you're trying to justify a skin substitute claim at week five.
What the agent doesn't do
It doesn't change the plan. It flags the pattern and hands the decision back to you. You review the wound, revisit offloading or compression or infection, and decide whether to escalate. The agent is a second set of eyes on a caseload too large for any one clinician to hold in memory.
See more in wound healing software.