- Medical Coding Engine
AI Medical Coding Built for
UAE Revenue Cycle Teams
Automated ICD-10 and CPT coding from clinical notes. Built for UAE healthcare billing rules.
Accurate codes. Full audit trail. No guesswork.
- DHA compliant
- DOH Shafafiya
- MOHAP aligned
- ICD-10-CM
- CPT 2021
The Problem
Why Generic AI Coding Tools Fail
Most AI coding tools generate plausible-looking codes. Some will be correct. Some will be wrong. You will not know which until the claim comes back denied.
Accurate medical coding is not a prompt.
It is a pipeline.
- Generic AI
Prompt
AI
Codes
- E11.22
- N18.30
- I10
Denied
- Coding Pipeline
Read
Lock Up
Validate
UAE Rules
Approved
How AI Medical Coding Engine Works
Step 1
Read
The engine reads the clinical note and extracts every diagnosis, procedure, and relevant clinical detail.
Step 2
Look up
Each diagnosis and procedure is looked up in the ICD-10 and CPT codebooks -- the same reference a human coder uses.
Step 3
Validate
Codes are checked against coding guidelines. Conflicts, exclusions, and bundling errors are resolved before output.
Step 4
Apply UAE rules
Modifiers validated against DOH Shafafiya approved list. eClaimLink-ready output generated.
Built for UAE Medical Coding Rules
Not a US coding engine adapted for the UAE. Built for DHA, DOH and MOHAP billing rules from the ground up.
DOH Shafafiya Modifier Validation
Only approved modifiers retained. Three-modifier limit enforced. Conflicting combinations resolved automatically
eClaimLink-Ready Output
Coded claims structured for DHA eClaimLink and DOH Shafafiya submission.
Full Audit Trail
Every coding decision is logged with the rule that triggered it. Ready for DHA inspections and TPA audits.
Who Uses the Medical Coding Engine?
RCM and Billing Teams
Fewer rejections. Less manual rework. Faster billing cycle.
Medical Coders
Review AI-assigned codes instead of coding from scratch. Focus on complex cases.
Coding Compliance Teams
Full audit trail on every case. Documented decisions for every code assigned.
CCIOs and Digital Leads
JSON, Excel, and CSV export. Integrates into existing workflows.
See AI Medical Coding on Your Own Case Mix
A 30-minute demo with the HealthOrbit UAE team. Real clinical notes, real coding output, no commitment.
For UAE hospitals under DHA, DOH, and MOHAP frameworks.