Manage denials
How manage denials are reshaped as AGI capability advances.
The bottom line
Roughly 85% of the work in Manage denials is information-shaped — already within reach of AI delivery. The question here is not whether it shifts, but which tasks go first and who staffs the residual.
Why: Since no child occupations are seeded for this APQC process, the digital scalar is derived from the process name and its healthcare provider context. 'Manage denials' involves reviewing insurance claim rejections, interacting with billing software, and drafting appeals—pure information transformation work. Because this administrative work is entirely desk-based and natively addressable by software, it receives a high digital scalar.
grounded in the economy graph · digital scalar 0.85 · digital
Business-as-Code
Read as an executable program — the work decomposed into Code, Generative, Agentic, and Human.
Manage denials sits inside a larger value-flow — 1 parent structure it composes into. The hierarchy is grounding, not the story: it tells you which aggregate exposure Manage denials inherits.
Where Manage denials sits
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How the work flows
Trigger: A payer returns a medical claim unpaid or partially paid accompanied by a specific denial reason code.
- Receive and log electronic or paper remit denial codes
- Route denied claims to clinical, coding, or administrative queues
- Investigate the root cause of the specific denial
- Compile required medical records or correct billing data
- Submit the formal appeal or corrected claim to the payer
- Track the appeal status through final payer adjudication
Outcome: The claim is successfully appealed and reimbursed, corrected and re-adjudicated, or formally adjusted and written off.