03 · Analyse risk · Financial services

Map the scenario across frameworks and law

Focus on unfair outcomes, weak explainability, model drift, complaint risk and evidence that cannot support a regulated decision.

FINANCIAL SERVICES WORKING CONTEXT

Assess customer harm and model risk

A regulated firm is using AI in a process that can affect customer access, pricing or treatment. Consumer outcomes, model risk and explainability are board concerns.

Evidence bar

Segmented performance results
Override and complaint analysis
Model validation findings

REVIEW CHECKPOINTS

Integrated Framework Assessment

Test for different outcomes by relevant customer groupRecord unknowns in supplier claimsDefine launch-blocking failure modesMap principles to operational requirementsClassify before selecting obligationsState legal uncertainty

INTERACTIVE REVIEW MEETING

Pressure-test your reasoning

Co-founderEvidence gap

What single missing item most weakens your recommendation, and why?

Write at least 40 characters to reveal the review criteria.

Board risk chairResidual risk

Who may accept the remaining risk, and what would make acceptance invalid?

Write at least 40 characters to reveal the review criteria.

Integrated Framework Assessment

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

OECD AI Principles