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More Meaningful Metrics

Punitive fines, litigation settlements, customer remediation, and other costs flowing from non-financial risk management failures are often waived off as “costs of doing business.” But many are now prioritizing the development of reliable metrics that would offer disclosable leading indicators of these financial risks so that they may be addressed proactively.

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2025 COMMENTS & CONTRIBUTIONS Part 3 - Cultural Foundations

by Starling Insights

Compendium

Jun 23, 2025

Global standard setters now treat culture as a quantifiable driver of prudential and conduct outcomes: weak governance norms distort capital flows, while robust cultural oversight attracts long-term investment. Scholars and practitioners urge supervisors to complement rule-books with behavioural metrics and early-warning analytics, turning qualitative judgement on incentives, trust and social learning into the frontline of financial-system resilience.

The 2025 Compendium is available!

Now in its 8th year, Starling's Compendium features 21 contributors from across the industry as well as detailed analysis of the latest trends in culture & conduct risk supervision.

US PCAOB to Push Forward with AQIs

by Starling Insights

Observations

Apr 09, 2024

The US Public Company Accounting Oversight Board (PCAOB) has scheduled a meeting this week to consider issuing a proposal on audit quality indicators (AQIs).