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Medical Coding

Every chart coded right, the first time.

How a multi-specialty physician group uses Earnest to code charts accurately, reduce manual work, and increase reimbursement supported by the documentation.

5.1%
Average RVU lift per chart
99%
Coding accuracy with Earnest
5,500
Charts autonomously coded per month

Snapshot

Customer
Multi-specialty physician group
Setting
High-volume procedural coding
Time to Go-Live
6 weeks
Earnest workflow map

From chart to audit-ready claim

Clinical context moves through multiple layers of specialty-trained coding, payer reimbursement prediction, and validation before submission.

Stage 01
Chart intake
Encounter + notes
Stage 02
Clinical context
Documentation read
Stage 03
CPT / ICD coding
Codes generated
Stage 04
Optimizing reimbursement
Payer guidelines + reimbursement patterns
Stage 05
Validation
Rules + evidence
Stage 06
Submission
Audit-ready output

The Challenge

Manual coding processes are inefficient, prone to error, and do not react to payer changes quickly enough. A multi-specialty physician group wanted to bring AI into its RCM process, with a focus on ensuring code accuracy and maximizing reimbursement. The group needed to capture the tribal knowledge its coders and auditors had developed but were not applying consistently to every chart. That inconsistency led to denials, made new coders harder to train, and contributed to high turnover in these roles.

The Solution

The AI agent reads the encounter documentation, applies specialty-specific codes, checks payer guidelines, reviews reimbursement history, and performs multiple layers of validation before submission. It captures supported procedures and diagnoses, follows the group's coding standards, and routes edge cases for human review rather than submitting an uncertain result. The result is a coding process that requires minimal human intervention while increasing reimbursement.

The Results

5.1%
Average RVU lift per chart
99%
Coding accuracy
5,500
Charts autonomously coded per month

See how Earnest can fit into your revenue cycle.

Let's Chat
“We need the coding to be right, but we also don't want to leave supported reimbursement on the table. Earnest helps us do both.”
Coding manager, specialty group