Case Study

ClaimVex: validation before the denial happens.

ClaimVex is a production system for orthopedic medical coding validation. It checks CPT combinations, modifier logic, payer-specific requirements, and preventable denial patterns before the claim reaches the payer.

Free. 30 minutes. No payment until we agree on scope.

What Benri ships

Workflow map before code

Fixed scope, fixed price

Human approval where stakes are real

Working system in your stack

Outputs

What you should expect to leave with.

  • Real-time validation
  • Rules-based review with AI assistance
  • Built for day-of-service workflows

The problem

Coding problems are expensive when they are discovered after submission. ClaimVex moves validation earlier, where staff can fix errors while the context is still fresh.

The system

The product combines structured rules, medical coding references, and a fast review workflow so practices can catch issues before billing friction starts.

What this proves

Benri is comfortable with workflows where accuracy, traceability, and domain-specific constraints matter.

Ready when you are

Start with the workflow eating your week.

Thirty minutes. No pitch deck. We will tell you what is automatable, what is not worth building, and what should go first.

Free. 30 minutes. No payment until we agree on scope.