01The brief
Executive summary.
- 01Most enterprises are not merely immature in their AI governance; they are fundamentally misinterpreting the challenge. They approach standards like ISO 42001 as a compliance checklist, analogous to traditional IT audits. This is a category error. The standard, and the regulatory environment it reflects, demands the creation of a new, deeply embedded corporate capability to manage novel socio-technical risks like fairness and societal harm. This error explains the profound gap between executive perception and reality: 74% of organizations believe they are ready for an AI audit, yet only 27% possess fully mature governance programs.
- 02This foundational misunderstanding creates a cascade of failures. The absence of formal governance structures—seen in 41% of firms—is not a minor oversight but the root cause of widespread operational chaos. It directly enables the proliferation of unapproved 'shadow AI' (found in 65% of organizations) and fosters an 'implementation gap' between stated principles and enacted practices. This report provides budget-holders with an authoritative diagnosis of why these gaps persist and outlines the structural, operational, and financial commitments required to build a defensible and certifiable AI Management System (AIMS).
02Contents
Inside the report.
- The structural governance vacuum crippling AI risk management.
- How operational chaos is the predictable result of weak governance.
- Why novel mandates like impact assessments reveal a deep capability gap.
- Accurate cost models for building a sustainable AI Management System.
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0350 cited
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