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Governance

AI Guardrails

The rules and technical limits that keep AI behaviour inside acceptable boundaries — what it may see, say and do.

Guardrails are the boundaries around AI behaviour, spanning policy and technology: which data the system may access, which topics it must refuse, which actions require human approval, and which outputs get filtered before anyone sees them. Good guardrails are specific and testable — 'never send externally without approval' — not aspirations like 'be responsible'.

Executives should care because guardrails are what make speed sustainable. Organisations without them move cautiously because anything could happen; organisations with clear, enforced boundaries can delegate aggressively, because the failure modes are already fenced. Guardrails also concentrate accountability: a boundary written down has an owner; an unwritten one has an excuse.

Concrete example: a customer-service agent operates with three guardrails — it answers only from the approved knowledge base, it never commits to refunds above a set amount, and any conversation touching legal threats routes to a human immediately. Within those fences, it runs unsupervised at full speed.

The executive deliverable is a one-page boundary document per AI use case: data allowed, actions gated, actions forbidden, owner named.

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Purpose

CONTROL

Control boundary

OUTCOME

Accountable action

Controls make an AI action inspectable and recoverable.

GOVERNANCE

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