A critical subset of payer eligibility data was inaccessible via standard EDI 270/271 transactions or direct APIs. For these payers — covering roughly 60%-70% of the client’s total request volume — staff were required to manually log into each individual payer web portal, enter member demographics, navigate multi-screen flows, capture the eligibility response, and transcribe results back into the client’s proprietary API platform.

At peak, this manual process consumed 45 full-time equivalent staff hours per day across a dedicated operations team. Each check averaged 4–6 minutes. Errors from manual transcription caused downstream claim denials and delayed patient care — a reputational and financial liability the client could no longer accept as its payer network continued to grow.