Agentic AI Transformation

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

Technology / Data readiness / L3

Privacy and data security

LL3 detail

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T-shirt size

L

Recommended C-suite owner

CPO (or CCO)

Recommended operational owner

Head of Data Privacy Engineering / Privacy Office Ops

Parent Level 2

Data readiness

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2

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Privacy and data protection

Data minimisation and purpose limitation

XL

Ensuring agents access only necessary data for an approved purpose

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Privacy and data protection

Consent, retention, and deletion

M

Managing privacy artefacts unique to agent operations

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Privacy and data protection

3 Sub-Threads

Apply privacy-by-design across retrieval, memory, tool calls, and third parties so agents minimise data use and comply with purpose, retention, and consent requirements

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