Where the decision carries weight.

Where a decision carries loss and liability.

Pre-bind risk sign-off, Claims exception review, Site & property verification, Policy data verification, Policy underwriting review

Where the decision moves money and someone has to own it.

Step-up verification, Financial model review, AML alert triage, Chargeback dispute review, Invoice validation, Expense audit

Catch the risky claim before it's published.

Content quality review, Ad copy compliance review, Lead qualification, Proposal review

Human judgment on what a score can't capture.

Market entry screening, Innovation screening, Deal flow qualifier, Due diligence pre-screen

Where a licensed clinician has to own the decision.

Medical necessity denial review, Prior authorization exception review, Downcoding review, Clinical documentation sign-off

Human review where the regulation demands it.

KYC / fraud exception handling, Contract red-flag review, Privacy policy audit, Regulatory filing check

Human judgment where bias and compliance matter.

Resume screening — bias check, Offer letter review