Clinical documentation · Production

DeepScribe ambient intelligence captures HCC codes in real time for value-based care

The problem

Clinicians in value-based care programs faced administrative burden from HCC coding and risked missing relevant codes during encounters, affecting risk adjustment factor scores and reimbursement accuracy.

Workflow diagram · grounded in source
1
Pre-visit HCC code surfacing
ai_action
“DeepScribe surfaces relevant HCC codes for review so clinicians can start the visit with full context.”
2
Real-time coding requirement prompts
ai_action
“DeepScribe prompts clinicians in real time if HCC coding requirements aren't fully met.”
3
Post-visit MEAT review and follow-up flags
output
“DeepScribe shows which MEAT elements were addressed for each HCC code and flags follow-ups.”
Reported outcome

DeepScribe delivered higher HCC code recapture rates, improved Risk Adjustment Factor scores, reduced administrative time, and fuller reimbursement opportunities for value-based care organizations.

Reported metrics
HCC code recapture rateHigher recapture rate of HCC codes
Risk Adjustment Factor (RAF) scoresImproved Risk Adjustment Factor (RAF) scores
Administrative time on HCC codesLess administrative time on HCC codes
Reimbursement opportunities in value-based careFull reimbursement opportunities in value-based care programs
Reported stack
DeepScribeEHRs
Source
https://www.deepscribe.ai/solutions/ai-coding/hcc
Read source ↗

Frequently asked questions

What did this team achieve with this AI workflow?

DeepScribe delivered higher HCC code recapture rates, improved Risk Adjustment Factor scores, reduced administrative time, and fuller reimbursement opportunities for value-based care organizations.

What tools did this team use?

DeepScribe, EHRs.

What results were reported?

HCC code recapture rate: Higher recapture rate of HCC codes; Risk Adjustment Factor (RAF) scores: Improved Risk Adjustment Factor (RAF) scores; Administrative time on HCC codes: Less administrative time on HCC codes; Reimbursement opportunities in value-based care: Full reimbursement opportunities in value-based care programs (source-reported, not independently verified).

How is this clinical documentation AI workflow structured?

Pre-visit HCC code surfacing → Real-time coding requirement prompts → Post-visit MEAT review and follow-up flags.

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