Senior Medical Reviewer Workflow Support

The contract seeks the design and development of a human-in-the-loop interface to support certified senior medical reviewers in validating errors identified by artificial intelligence systems, specifically within a healthcare documentation context. The interface must enable side-by-side comparison of AI-generated outputs and original source materials, allow for precise annotation of discrepancies, and facilitate a structured approval workflow that ensures accountability and auditability. The solution must be intuitive and efficient, reducing cognitive load while maintaining strict compliance with medical review standards and regulatory expectations. This subcontract is issued under the NAICS code 541512 for computer systems design services by the Office of Acquisition and Grants Management within the Department of Health and Human Services. The opportunity was posted on July 22, 2026, with responses due by August 20, 2026. The place of performance and point of contact details are not specified, and no set-aside provisions are indicated. Bidders must demonstrate technical capability in building secure, user-centered interfaces tailored to experienced medical professionals, with emphasis on workflow integration, data integrity, and usability under high-stakes regulatory environments.