AI Hallucination ResearchAudiencesSectorsInternational / MultilateralPayment InstitutionsTechnology & Data › Principles for Financial Market Infrastructures (PFMI)
Payment Institutions × Technology & Data — International / Multilateral · updated 2026-05-30 · methodology v2.3
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AI on Principles for Financial Market Infrastructures (PFMI) for Technology & Data teams at Payment Institutions firms in international jurisdictions

This is the consolidated view of findings. Click the Citation IDs or 'see details →' on any item for the full details for each finding.

  1. Misidentification of CPMI document on critical service provider oversight
    RLB-F-INT-BIS-CPMI-IOSCO-PFMI-2012-Q011

    When a Technology & Data team at a Payment Institutions firm asks AI tools about the relationship between PFMI Annex F and the associated CPMI-IOSCO assessment methodology for critical service providers, the AI we tested gave a confident but incorrect answer — misidentifying a key numbered document's subject matter entirely. If that answer flows into a vendor risk framework, a regulatory gap analysis, or a supervisor-facing disclosure, the firm's documented basis for its oversight arrangements will not correspond to the regulation it is meant to address.

    Supervisors conducting PFMI assessments — whether national central banks, securities commissions, or joint oversight bodies — apply the actual framework, and a misalignment of this kind can result in supervisory findings, required remediation work, and reputational consequences with the relevant authorities across the international jurisdictions in which the firm operates.

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