Axone · Revenue & Operations · ICD Coding

Codes that write themselves from the note.

ICD-10 and SNOMED CT codes are inferred directly from the signed clinical encounter - no coder backlog, no specialty guesswork, no revenue left on the table.

Overview

Autonomous medical coding, native to the EHR.

The moment a clinician signs an encounter, Axone has already mapped it to the right diagnosis and procedure codes - and flagged the few that genuinely need a human eye.

The clinician signs the note - the codes are already done.

98.6%

Accuracy vs human auditor

11s

Median time-to-code

ICD-10 + SNOMED

Dual code systems, mapped

63%

Fewer coding-related denials

Capabilities

From signed note to billable code, in one hop.

Coding stops being a downstream desk and becomes a property of the documentation itself.

Compliance

Rule & edit checking

Runs NCCI-style edits, specificity and laterality checks, and payer-specific rules before a single code reaches the claim.

Control

Exception-only review

Only low-confidence encounters surface to a coder - turning a full coding team into a thin, high-value exception queue.

The coding cockpit

Accuracy that holds up under audit.

A live view of what was coded, how confidently, and where the value landed.

1,00,400+

Codes auto-assigned this month

98.6%

Coding accuracy vs auditor

11s

Median time-to-code

63%

Fewer coding-related denials

Auto-coding accuracy by specialty

Top auto-assigned codes

ICD-10DescriptionVolumeAccuracy
J18.9Pneumonia, unspecified organism1,28499.1%
I10Essential (primary) hypertension1,10799.6%
E11.9Type 2 diabetes mellitus93298.8%
N39.0Urinary tract infection68898.2%
K35.80Acute appendicitis, unspecified42197.9%

Encounters by ICD chapter

Coding confidence buckets

Auto-finalised (≥97% confidence)83%
Single-tap clinician confirm12%
Routed to human coder5%

Low-confidence encounters are the only ones a coder ever sees.

Outcomes

What coding teams see in the first quarter.

83%

Encounters auto-finalised

4.2x

Coder throughput

63%

Drop in coding denials

9 days

Faster claim readiness

Figures reflect a 250-bed multi-specialty hospital after one quarter on Axone ICD Coding.

Coding used to be a queue that the revenue cycle waited on. Now it is a property of the note - finished the instant care is documented.

Get started

Ready to see Axone in action?

A 30-minute conversation with our clinical team. Walk through your wards, your workflow, your numbers. We'll show you what changes from day one.