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AI roles and responsibilities across the lifecycle

Primary statement

AI roles per ISO 42001 Clause 4 + A.4.6 (human resources) + A.3.2 (AI roles). Define accountable and responsible across AI lifecycle — developers, operators, deployers, oversight, risk management. EU AI Act + NIST AI RMF.

Audit-fatigue payoff

A unified AI RACI matrix across lifecycle phases satisfies AI roles across all 3 contributing frameworks.

Strictness matrix

Scope
Scope: accountability and responsibility ACROSS AI lifecycle — risk management, impact assessment, development, deployment, monitoring, retirement. Ceiling source: iso42001:A.3.2 Rationale: ISO 42001 A.3.2 lifecycle-wide scope is comprehensive.
Threshold
Threshold: roles defined for ALL AI lifecycle phases — not just development. Ceiling source: iso42001:A.3.2 Rationale: ISO 42001 A.3.2 all-phases threshold is the audit-defensible specification.
Method
Method: AI RACI + per-lifecycle-phase accountability + HR records (A.4.6) + EU AI Act provider/deployer/importer/distributor role determination. Ceiling source: iso42001:A.3.2 Rationale: ISO 42001 + EU AI Act combined are most prescriptive.
Frequency
AI RACI review annual + on organisational change. Per-system role mapping at deployment. Ceiling source: iso42001:A.3.2 Rationale: Annual RACI with per-deployment mapping is the cadence.
Evidence
Evidence: AI RACI matrix + HR records + per-system role mapping + EU AI Act role determination. Ceiling source: iso42001:A.3.2 Rationale: ISO 42001 A.3.2 evidence is comprehensive.

Auditor test pattern

Step 1: Inspect AI RACI. Step 2: Verify coverage across lifecycle. Step 3: For one AI system, verify role mapping. Step 4: For EU AI Act in-scope, verify role determination.

Common findings

Common findings: (1) RACI covers development not operation/monitoring; (2) EU AI Act role determination ambiguous; (3) Per-system mapping absent; (4) Operator role undefined.