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Clinical Audit Agent
Clinical Audit Agent reads hospital information system records and checks for billing-rejection risk and ICD-10 coding compliance.
What Is the Clinical Audit Agent?
Clinical Audit Agent is the specialist behind the audit screens in Healthcare operations — it reads hospital information system records and checks for billing-rejection risk and ICD-10 coding compliance, then hands findings to the coder or clinician.
- Record Review — Charts read for what is documented, not just coded
- ICD-10 Coding — Coding checked against the clinical record
- Billing Risk — Rejections predicted before the payer sees them
In one sentence
Record review, ICD-10 checks and rejection-risk scoring — one specialist behind the audit screens in Healthcare operations.
How the Agent Builds Its Context
Every screen in Healthcare follows the same two-step approach, and Clinical Audit Agent always provides the second step:
| Step | What it does |
|---|---|
| Step 1 | Searches the tenant's own live records for the ones relevant to the item being reviewed, entirely on the user's own device. |
| Step 2 | Takes the most relevant matches and reasons over them the way a specialist in that field would, producing the structured finding the screen displays. |
The candidate pool is always the tenant's own records
Clinical Audit Agent works with the records already on file for the tenant rather than an external archive, so every finding can be traced back to something the team can open and verify.
What Clinical Audit Agent Checks
Each area below is backed by its own dedicated reasoning, grounded in the same kind of records a specialist reviews every day:
| Area | Check | What it looks at |
|---|---|---|
| Record Review | Encounter notes | read for diagnoses and procedures |
| Documentation gaps | missing notes or signatures | |
| Protocol adherence | steps expected for the diagnosis | |
| Chart summary | a short audit view per chart | |
| ICD-10 Coding | Unsupported codes | no evidence in the notes |
| Missing diagnoses | documented but not coded | |
| Code conflicts | combinations that do not fit | |
| Coder hand-back | findings go to the coder | |
| Billing Risk | Rejection risk | scored per claim |
| Payer patterns | common denial reasons | |
| Amount at risk | total exposure per batch | |
| Fix-first list | ordered by impact |
Where Clinical Audit Agent Fits
Clinical Audit Agent has no ledger of its own — every record lives in the add-on's own tenant-scoped store. Its job is strictly the reasoning step: given the context a screen already assembled, produce a structured judgment and hand it back to the person responsible for that record.
A reasoning layer, not a data layer
Clinical Audit Agent never reads or writes stored records directly — it receives the context the calling screen assembled, reasons over it and returns a result. Saving that result and any follow-up action remain the screen's responsibility, and every finding is handed back to a person rather than acted on automatically.