SolutionsHealthcareMedical Necessity Denial Review
by HumanAgent

Medical Necessity Denial Review

AI drafts an adverse determination. A licensed clinician reviews and owns the decision before it goes out.

Typical budget · $50–$200 per determination

Volume and enterprise pricing available · you set the budget per task

The problem

Your utilization review system drafts an adverse determination. In a growing number of states, that determination isn't valid unless a licensed clinician actually reviewed it and owns it — and regulators are checking whether the review was real. A rubber stamp is worse than no automation at all.

How it works

01

Submit your clinical record

Via form, API, or SDK. From any workflow or AI agent.

02

AI analyzes and flags

AI drafts the adverse determination against coverage criteria and assembles the clinical evidence

03

Human reviews what matters

Licensed physician, matched to specialty where required reviews flagged items within your SLA. Credential requirements vary by task.

04

Result + audit trail

Structured decision. SHA-256 audit hash. Tamper-proof record.

What the human reviewer does

Reviews the full clinical record against the plan's coverage criteria

Evaluates whether the individual patient's circumstances warrant an exception

Confirms or overturns the AI-drafted recommendation

Signs the determination with name, license state, and specialty attached

Documents clinical reasoning sufficient to survive appeal and regulatory review

Pricing

Typical budget · $50–$200 per determination
  • You set the budget per task — operators choose what to accept
  • Volume pricing for recurring workflows
  • Enterprise agreements for committed volume
  • Operators earn 80% of the checkpoint budget
  • Auto-refund if the deadline is missed

Who reviews

Verified professionals matched to the Healthcare category

Credential requirements vary — some tasks require specific certifications, others are open to all verified operators

Every review includes a SHA-256 audit hash for verification

Preferred credential for this use case: Licensed physician, matched to specialty where required

Built with HumanAgent

This use case was built with the HumanAgent API. You can build your own version — customize the workflow, set your own pricing, integrate your own AI, and choose your operators.

Operator credential requirements vary by task. Some tasks are open to all verified operators.