Healthcare · AI agents · Voice technology

ClaimLess

A patient-controlled AI medical-bill advocate that finds questionable charges and helps pursue clearer answers.

CASE STUDY02/ 15

Interface-inspired project artwork · not a product screenshot

OVERVIEW

From a difficult problem to a usable system.

ClaimLess moves beyond explaining medical bills. A patient uploads an itemized bill, the application identifies charges worth investigating, and an AI voice advocate can contact the hospital or insurer to ask questions, challenge possible errors, and guide the patient through the resolution process.

THE PROBLEM

What had to change

Medical bills are confusing, stressful, and difficult to challenge. Patients may recognize a suspicious charge without knowing what to ask, whom to contact, or how to navigate a billing department.

THE SOLUTION

How the product responds

ClaimLess analyzes simulated demonstration bills, highlights possible issues, prepares structured questions, and uses a patient-controlled AI calling workflow to communicate with billing departments.

TECHNICAL APPROACH

How the system fits together

The system translates bill line items into structured issues, prepares a controlled call plan, and keeps the voice agent synchronized with the application through real-time state. The user remains in control of the questions and next steps.

KEY FEATURES

What the product can do

  • Duplicate-charge detection
  • Quantity and description review
  • Insurance-mismatch flags
  • Structured questions for billing departments
  • Patient-controlled AI calling workflow
  • Real-time call state