03 · Analyse risk · Insurance

MAP: understand context and risk

Focus on delayed payment, unfair fraud flags, pricing proxies, inaccessible review and weak evidence for vulnerable-customer outcomes.

INSURANCE WORKING CONTEXT

Assess claims and customer harm

AI supports pricing, claims or fraud activity where errors can delay payment, increase cost or unfairly flag customers.

Evidence bar

Segmented false-positive results
Complaint and redress data
Manual-review sample

REVIEW CHECKPOINTS

MAP Context Assessment

Test false positives and false negatives by customer segmentRecord complaint and override gapsDefine blockers for unfair investigation or delayInclude benefit-risk trade-offsMap autonomy and human interactionWrite testable risk scenarios

INTERACTIVE REVIEW MEETING

Pressure-test your reasoning

Model ownerFailed benchmark

The average score passes, but one critical subgroup fails. What happens next?

Write at least 40 characters to reveal the review criteria.

Executive sponsorRelease exception

Launch this week and fix monitoring later. What evidence would justify or reject the exception?

Write at least 40 characters to reveal the review criteria.

MAP Context Assessment

Complete the fields against the insurance operating context. Your work saves automatically in this browser.

Intended use and business objective