Case Study 1: Automating Radiology Attachments to Accelerate Healthcare Claims Processing

AI-powered Radiology Attachment Agent

Industry: Healthcare · Service: AI Agents | Revenue Cycle Management | Healthcare Automation

Wai Technologies developed an AI-powered Radiology Attachment Agent that automates the end-to-end attachment workflow—identifying claims that need radiology documentation, retrieving the encounter report from the EHR, and submitting payer-ready attachments with a complete audit trail.

Impact at a Glance

The Challenge

Radiology reports are among the most frequently requested claim attachments in orthopedic and surgical practices. Preparing and submitting these documents manually requires administrative teams to retrieve records, create payer-compliant attachments, submit them, and track every transaction.

This repetitive process increases administrative workload, introduces human error, delays reimbursements, and limits staff availability for value-added patient and revenue cycle activities.

Wai's Solution

Wai Technologies developed an AI-powered Radiology Attachment Agent that automates the end-to-end attachment workflow.

The solution intelligently identifies claims requiring radiology documentation, retrieves the appropriate report of that encounter from the EHR, generates payer-ready attachments, submits them with the claim, and maintains a complete audit trail for every transaction. Only exceptional cases require human intervention, enabling revenue cycle teams to focus on strategic and patient-centric work.

Business Value

• Reduced manual effort
• Faster and more consistent claims submission
• Lower rework
• Increased operational efficiency
• Reduced denials

“Only exceptional cases require human intervention, enabling revenue cycle teams to focus on strategic and patient-centric work.”