Agentic AI Transformation

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

Governance / Risk management / L3

Scenario stress-testing

ML3 detail

Current metadata

T-shirt size

M

Recommended C-suite owner

COO (with CRO)

Recommended operational owner

AI Resilience Testing Lead / Red Team Lead

Parent Level 2

Risk management

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DevSecOps and control gates

Automated testing and validation

M

An evaluation capability that measures end-to-end agent behaviour, not only outputs

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Resilience and continuity

Disaster recovery and failover

L

DR coverage for the full agent execution stack

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DevSecOps and control gates

3 Sub-Threads

Embed agentic AI assurance, approvals, and policy enforcement into the software delivery pipeline so changes to agent bundles are tested, governed, and safely deployed

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Resilience and continuity

3 Sub-Threads

Engineer safe failure modes, rapid containment, and recovery for agent workflows so autonomous execution remains robust under outages, errors, and misuse

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