Solutions / AI Powered Healthcare Solutions / AI Denial Prediction & Prevention Engine
AI Powered Healthcare Solutions
Catch denials before they happen, not after
The AI Denial Prediction and Prevention Engine scores every claim for denial risk before it is submitted. High risk claims are pulled out and routed to a human biller to review. This is the engine behind our sub-5% denial rate guarantee.
Core capabilities
What the engine does on every claim
Pre-submission claim scrubbing
Every claim is checked against payer specific rules, code pairings and documentation requirements before it leaves our system, rather than being corrected after a rejection comes back.
Cross-payer pattern detection
The engine sees denial behavior across payers and specialties, so it can spot a payer quietly changing how it adjudicates a code family before that change costs your practice a month of denials.
Claim risk scoring
Each claim gets a denial risk score with the reason attached, so a biller reviewing it knows what specifically looks wrong instead of re-checking the whole claim from scratch.
Automatic routing to a human biller
High risk claims are held and routed to a certified biller before submission. The AI does not decide to send a risky claim anyway, and it does not submit claims on its own.
How it works
Four steps, one of which is a person
Claim is prepared
A claim is coded and assembled from the encounter, either by your practice or by our coding team working inside your EHR.
Engine scores it
Before submission the engine checks the claim against payer rules and historical denial patterns, then attaches a risk score and a plain-language reason.
A human reviews anything risky
Low risk claims continue. Anything flagged is held and routed to a certified biller, who corrects it or overrides the flag. The person makes the call, not the model.
Submitted and fed back
The claim is submitted within the 24 to 48 hour window, and the outcome is fed back so the engine and your front end process both improve.
Human oversight and escalation
The AI flags. A person decides.
This engine works alongside Practice Claim’s billing team. It does not submit claims on its own and it does not finalize codes. Every claim it flags as high risk is reviewed by a certified biller before anything is submitted, and complex, sensitive or clinical situations are escalated to a person rather than resolved by the model.
Practice Claim retains visibility and control over what the agent does. If you want to know why a specific claim was held, there is a person who can tell you, and an audit trail behind it.
- No claim is submitted by the AI without human review when flagged
- No code is finalized by the AI without a certified coder signing off
- Complex and clinical questions escalate to a named person
- Full audit trail of every flag, override and submission
- Your assigned billing team can explain any decision on request
Who it helps
What changes for each person in the practice
For providers
Fewer documentation queries after the fact, because gaps are caught before the claim goes out rather than three weeks later when the note is hard to recall.
For front desk staff
Repeat denial causes traced back to eligibility or authorization steps get fixed as process, so the same correction is not requested week after week.
For billing staff
Attention goes to the claims that actually need judgment. The routine scrubbing that used to consume the morning is already done by the time a biller opens the queue.
For practice managers and owners
A denial rate you can see in real time on the dashboard, and a specific reason when it moves, instead of finding out from a month end report.
Why Practice Claim for this
This is what backs the sub-5% guarantee
A denial rate guarantee is only credible if something systematic is preventing denials. This engine is that something. It directly supports the sub-5% denial rate guarantee we write into client agreements, and it is paired with the 24 to 48 hour clean claim submission commitment.
Security and compliance
HIPAA-compliant, encrypted, cloud-based
Patient financial and clinical data is encrypted in transit and at rest, with access limited to staff assigned to your account. The AI system processes data under the same HIPAA-compliant handling standards as the rest of Practice Claim’s operations.
The rest of the AI suite
Nine agents, each supervised by our team. They are designed to work together, and most practices switch several on at once.
AI Virtual Medical Assistant (VMA)
An extra set of hands for your front and back office
Learn moreAI Medical Scheduling Agent
Fill the calendar without the phone tag
Learn moreAI Patient Intake Agent
Intake that is finished before the patient sits down
Learn moreAI 24/7 Patient Chat & Support Agent
Never miss a patient question again
Learn moreAI Prior Authorization Assistant
Prior authorization without the hold music
Learn moreAI Eligibility & Benefits Verification Agent
Know coverage before the patient walks in
Learn moreAI Denial Prediction & Prevention Engine
Catch denials before they happen, not after
Learn moreAI Medical Coding Assistant
Coding support that keeps a certified coder in the loop
Learn moreAI Revenue Cycle Analytics Copilot
Ask your revenue cycle a question, get a straight answer
Learn moreQuestions
Answers, straight
Is this what the sub-5% guarantee depends on?
It is a large part of it. The engine scores every claim for denial risk before submission and routes the risky ones to a biller, which is how we keep the rate under 5%. The guarantee itself is written into your agreement with a defined measurement.
Does the engine block claims on its own?
It flags and routes, it does not decide. A high risk claim goes to a trained biller who reviews it and decides what to do. No claim is submitted or held on the engine’s judgment alone.
What happens to a claim that still gets denied?
It is worked the same week rather than left to age, and the denial reason feeds back so the same pattern is caught earlier next time. Denials are flagged to you rather than quietly written off.
Do we need to be on your platform for this?
No. It runs as part of revenue cycle management whether you use our platform or the EHR you already have.
Ready to see what you are leaving uncollected?
Book a free consultation. We will review a sample of your claims and show you where the revenue is going.