Risk teams at investment banks with significant FMI counterparty exposures are increasingly using AI to draft FMI counterparty risk scoring memos, validate LNAFE sufficiency reads for the credit committee, generate scenario-analysis commentary on FMI buffer adequacy, and prepare cross-counterparty benchmarking decks on the November 2025 CPMI-IOSCO Level 3 cycle. The November 2025 CPMI-IOSCO Level 3 assessment of general business risk, recorded under PFMI Principle 15, is the supervisory exercise most directly bearing on this practice area in the current cycle.
As AI tooling enters the drafting layer, the question is no longer whether AI-assisted work product reaches client-facing deliverables; it is whether the work product reaches them with the regulator-text fidelity that IB Risk teams need.
The RLB Specialist Panel tested two frontier AI models on a question set covering the LNAFE quantitative floor, the Basel/CRD equity carve-out condition, and the November 2025 assessment lifecycle. The Panel records 2 findings on this audience-specific cell. The failure pattern in scope: Quantitative-floor inflation into a fabricated composite minimum; Outright denial of a carve-out the rule records explicitly. Questions are prepared by the RLB Specialist Panel based on real practical AI usage in the workflows the respective audience uses AI for. The Panel binds each AI finding to verbatim regulator-issued source text held as primary substrate.
For IB Risk teams the operational consequence is direct. A counterparty risk scoring memo that frames KC3 as a "greater of" composite minimum or that excludes Basel CET1 on a fabricated liquidity test miscalibrates the counterparty's regulatory baseline and drives risk decisions on a wrong floor.
PFMI Principle 15 is one of the cleanest primary-source surfaces in the cross-border CCP and CSD universe: a Key Consideration cited in a deliverable is either the right KC or it is not; a quantitative floor is either the regulator's text or it is not; an assessment-period date range is either accurate or it is not. Each is recoverable on a routine line-by-line read.
The audit's 2 findings for this cell carry immutable RLB Citation IDs and are bound to verbatim regulator-issued source text held by the RLB Specialist Panel: RLB-H-INT-BIS-CPMI-IOSCO-PFMI-L3-GENERAL-BUSINESS-RISK-2025-Q003-Opus47, RLB-H-INT-BIS-CPMI-IOSCO-PFMI-L3-GENERAL-BUSINESS-RISK-2025-Q002-Sonnet46. The full audit on the November 2025 CPMI-IOSCO Level 3 assessment is published at the PFMI Level 3 General Business Risk hub on RegLegBrief.com.
This is the consolidated view of findings. Click the Citation IDs or 'see details →' on any item for the full details for each finding.
An AI tool asked about the Basel/CRD capital treatment within the LNAFE calculation affirmatively denied the KC3 carve-out, telling the user that Basel-mandated capital must be held entirely on top of LNAFE rather than being includable where relevant and appropriate. A Risk team that relies on this answer in a CCP counterparty assessment will incorrectly conclude that any CCP holding Basel capital toward its LNAFE requirement is non-compliant, potentially triggering a wrongful QCCP eligibility downgrade and the punitive capital treatment that follows.
In a regulatory submission or board-level capital adequacy memo, embedding this position produces a provably incorrect document that regulators conducting post-November 2025 Level 3 follow-up are equipped to identify and challenge.
An AI tool asked to brief a regulatory submission on Principle 15's minimum LNAFE requirement stated the floor as the greater of six months of operating expenses or the wind-down plan funding amount, attributing a composite KC3+KC4 formula to KC3 alone. The correct KC3 minimum is the six-month operating expense floor only; the wind-down plan funding requirement sits separately in KC4.
A Risk team that builds its CCP assessment model or internal capital policy on this miscalibrated formula is working with an inflated and misattributed minimum, which corrupts both the compliance assessment and any regulatory dialogue about where a CCP stands relative to the standard. With CPMI-IOSCO actively following up on November 2025 Level 3 findings, a firm that cannot articulate the correct KC structure in a supervisory exchange faces credibility and enforcement risk.
Every finding on this page compares an AI subject's account of the rule against the regulator's verbatim text from the regulator's own portal. Both are linked. Each delta, its root causes, and impact analysis are documented and published with immutable Citation IDs.