Autonomous Coding

Transparent, accurate acute care coding.

AI-powered autonomous medical coding for acute care. Assigns CPT, ICD-10, DRG, and more with every code linked directly to evidence in the chart.

Up to 100 charts coded free on your real data. BAA signed before kickoff.
Pro-fee and facility coding for emergency and hospital medicine.
E/M Code
Critical Care
Procedures
ICD Codes
MIPS
Modifiers
Signers
ICD-10 Diagnosis Codes10 CODES
MS-DRG
Heart failure and shock with MCC
Weight 1.2838
291
[01] How It Works

How Cleo codes your charts autonomously.

In minutes, Cleo extracts relevant information and assigns appropriate codes with demonstrated reasoning. Any charts requiring subjective review are shared with your coders post-extraction for a streamlined review process.

STEP 01
Chart ingestion
Secure PDF / TIFF upload or EHR Integration.
STEP 02
Extract
Pulls diagnoses, procedures, MDM signals.
If requires subjectivity
Routed to your coders for review
STEP 03
Code
CPT, ICD-10-CM, ICD-10-PCS, DRG, and more.
STEP 04
Link evidence
Every assigned code linked directly to chart text.
STEP 05
Billing handoff
Ready-to-bill output for your RCM workflow.
[02] Transparency

Transparency lets your team focus on what matters.

Cleo codes thousands of charts in minutes, giving time back to your coders for complex, subjective chart review. Every code Cleo generates links to the chart language that justifies it, closing undercoding gaps and surfacing defensible appeal evidence the moment your team needs it.

Value for every role in your coding operation
  • See supporting chart evidence in seconds without re-reading the whole note
  • Spend your bandwidth on complex cases that need judgment
99284
Level 4Moderate
E/M
Evidence linkedClick any row to see chart text
[03] Why Cleo

Optimize cost, throughput, and defensibility.

Six concrete wins your finance, operations, and compliance teams can all measure.

Accelerate chart throughput

Code thousands of charts in seconds without new headcount.

Capture revenue left on the table

Catch missed CCs/MCCs and prevent silent DRG downgrades.

Reduce coding costs

Run at a fraction of current per-chart spend without sacrificing accuracy.

Reduce denials at the source

Catch query-worthy gaps before the claim ships.

Strengthen audit defensibility

Surface the chart evidence behind any code in seconds, so denials and audits don't slow your team down.

Operational visibility, end to end

Track DRG mix, CMI movement, and documentation trends across coders, providers, and service lines, in real time.

[04] How Cleo Compares

Three differentiators, side by side

Every other approach forces a tradeoff: scale, accuracy, evidence, or cost. Cleo was built so you don't have to choose.

Approach
Cleo
Autonomous AI with in-line evidence
Human Coders
Manual review of every chart
CAC + Coder
AI suggests, human finalizes
Other Autonomous
"Black Box" code output with no evidence
Pro fee coding
Cleo
Yes
Human Coders
Yes
CAC + Coder
Yes
Other Autonomous
Yes
Facility coding
Cleo
Yes
Human Coders
Yes
CAC + Coder
Yes
Other Autonomous
Often no
Evidence linked per code
Cleo
Yes
Human Coders
N/A
CAC + Coder
No
Other Autonomous
No
Acute Care Specialization
Cleo
Yes
Human Coders
Depends on coder
CAC + Coder
No
Other Autonomous
No
Anecdotal pricing observed from public sources.
Free Pilot Offer

We'll code 100 charts at no cost. You'll see the difference immediately.

See the codes, the evidence, and the accuracy on your own data before you commit to anything.

01
Sign BAA
Standard HIPAA Business Associate Agreement
02
Send 100 charts
PDF or TIFF, your real production cases
03
See the results
Codes, evidence, and MDM breakdown on your data

See Autonomous Coding On Your Own Charts

Run 100 of your own charts through Cleo at no cost. We sign a BAA and code your pro fee and facility cases so you can see the codes, the evidence, and the accuracy on your own data.

Autonomous Medical Coding for Emergency & Hospital Medicine | Cleo Health