The platform addresses systemic inefficiencies like undercoding and preventable claim denials by leveraging an extensive library of over 72,000 ICD-10 codes. By automating claims scrubbing, billing reviews, and denial triage, the software aims to replace labor-intensive manual processes. Crucially, the system features Glassbox reasoning, providing human-readable justifications for every automated recommendation to maintain transparency and clinical oversight.

Because the software operates within a provider’s own AWS governance perimeter, sensitive clinical and billing data remains sequestered, eliminating the need for additional business associate agreements. CEO Fawad Butt claims the technology shifts the administrative burden away from human staff, allowing healthcare organizations to prioritize patient care over repetitive clerical tasks. To incentivize adoption, the company offers a 90-day ROI guarantee, citing a 93 percent appeals overturn rate and a reduction in review cycles from 48 hours to five minutes.