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Healthcare · AI accelerator

Denial Manager

Classifies payer denials, drafts appeals from the chart and tracks recovery to closure.

Hours → minutes
Appeal drafting time
+15–20 pts
Overturn rate
<1%
Timely-filing misses
3–6 months
Payback period
Dn
Denial Manager
HLT · No. 20 of 117
What it does

Denial Manager in production

  • Parses 835 remittances and denial reason codes
  • Classifies denials by root cause and preventability
  • Drafts appeal letters citing chart evidence
  • Prioritises appeals by deadline and recovery odds
  • Tracks each appeal through payer response
  • Feeds root causes back to front-end teams

45-second film: the Denial Manager tile, an animated mockup and the KPI impact.

How it ships

Live in 6–9 weeks, inside your perimeter

Deployment options
On-premise (air-gapped)Private cloudManaged cloudHybrid
Integrates with
EpicMeditech ExpanseWaystarAvailityChange Healthcare
Technology stack
PythonLlama 3.1 70B (clinical-tuned)MilvusPyTorchLangGraph
Compliance & security
HIPAANHS IG ToolkitDPDPHITRUST CSFGDPRISO 27001

See Denial Manager running inside your environment

A 20-minute technical walkthrough, no slides. Ships in 6–9 weeks.

Book a walkthrough →Browse the library →