Agentic AI Transformation

Executive-grade guidance for organisations that need to adopt agentic AI safely, calmly and at scale.

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CCO Level 3 activities

18 matching Level 3 activities

Level 3 nameChange required - short descriptionRecommended C-suite ownerRecommended operational ownerParent Level 2Parent Level 1T-shirt size
Agent audit trails (human oversight mapping)Link agent actions to accountable humansCCOAI Governance Platform Owner (Evidence and Ownership Mapping)AccountabilityGovernanceS
Audit readiness and evidence packsMaintain continuous audit evidence and packsCCOAudit Liaison Lead + AI Governance Platform OwnerComplianceGovernanceM
Explainability standardsExplain why agents acted using evidence linksCCOAI Explainability Standards Owner (Compliance + AI Governance)ComplianceGovernanceS
Regulatory mappingMap agent workflows to regulatory obligationsCCORegulatory Change Lead (AI)ComplianceGovernanceS
Audit logging and traceabilityCapture full action traces across systemsCCO (with CISO)Head of Auditability / Logging Platform (GRC + Security Logging)ControlsGovernanceM
AI usage policiesDefine autonomy tiers and action boundariesCCOHead of Compliance Policy (AI)PoliciesGovernanceXS
Compliance framework definitionsDefine compliance objects, records and responsibilitiesCCOHead of Compliance Frameworks / Regulatory ChangePoliciesGovernanceS
Policy audit logs (across risk taxonomy areas)Log policy decisions and enforcement outcomesCCOGRC Operations Lead (Cross-domain logging)Policy enforcementGovernanceM
Policy update workflowsEnable rapid tested policy updatesCCOPolicy Operations Lead (Change and Release)Policy enforcementGovernanceS
Evidence automation and compliance reporting pipelinesAutomate evidence collection and reportingCCO (with CIO)GRC Tooling Owner / AI Governance Platform Product OwnerArchitectureTechnologyM
Explainability instrumentation and provenance captureCapture action rationale and provenanceCCO (with CIO)Head of AI Platform Observability / TelemetryArchitectureTechnologyM
Data retention policies (agent memory and traces)Extend retention rules to memory and tracesCPO (or CCO)Records Management Lead + Privacy Office OpsPoliciesGovernanceS
Responsible agent rulesCreate scenario-based rules for agent choicesCRO (with CCO)Responsible AI Lead / AI Ethics OfficePoliciesGovernanceS
Automated policy checksEnforce runtime constraints on agent actionsCISO (with CCO)Policy Enforcement Platform OwnerPolicy enforcementGovernanceM
Policy-as-codeCodify policies and operating proceduresCISO (with CCO)GRC Engineering Lead / Policy-as-Code Product OwnerPolicy enforcementGovernanceL
Fairness auditsMonitor fairness in autonomous decisionsCRO (with CCO)Responsible AI Assurance Lead (Fairness)Risk managementGovernanceM
Responsible AI ceremoniesRun responsible AI ceremonies for agent actionsCRO (with CCO)Responsible AI Lead (Governance Rituals)Risk managementGovernanceS
Privacy and data securityEnforce privacy across retrieval, memory and actionsCPO (or CCO)Head of Data Privacy Engineering / Privacy Office OpsData readinessTechnologyL