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Canada

AI agent governance in Canada

Canadian agent governance is driven by privacy, sector obligations and model-risk expectations rather than one universal agent law. Federally regulated financial institutions also have a concrete model-risk milestone in OSFI Guideline E-23.

Last reviewed

Reviewed September 21, 2026. Regulatory summaries are for technical orientation, not legal advice. Confirm applicability and current text with qualified counsel and the primary source.

What matters for an agent deployment

OSFI Guideline E-23

For federally regulated financial institutions, OSFI's model-risk guideline has an effective date of May 1, 2027 and explicitly addresses the expanding use of AI and machine-learning models.

Privacy and automated decisions

Federal and provincial privacy obligations can apply to the data an agent reads, writes or uses to affect people. Evidence should make the action and decision path reconstructable.

Provincial variation

Canada is not one operational rulebook. Provincial privacy and sector requirements can add obligations on top of federal rules.

Model and agent inventories

A system that can act should be discoverable, attributable to an owner and recorded in the same governance inventory used for other material models and automated systems.

Controls that travel across jurisdictions

Pre-execution authorization

Proven

Every governed action is authorized before it executes, not observed after. The decision to allow, hold or deny is taken against the active policy inside the same write transaction that reserves the budget and consumes the approval, so a policy change lands entirely before or entirely after an action — never halfway through one.

Human approval, bound and single-use

Proven

An action held for approval produces no effect until a separately authenticated human with the required role approves that exact request. The approval is bound to the payload and the envelope, is consumed once, and cannot release a different action or the same action twice.

Budget and action limits

Proven

Spend and action limits are reserved atomically inside the authorization transaction. A limit lowered below what is already spent stops further spend without rewriting history, and the change is recorded as a signed configuration record naming the principal who made it.

Revocation of agent authority

Proven

An authorized operator can revoke an agent. Its next request cannot execute, and an action it had already had approved but not yet dispatched cannot execute either — revocation reaches work already in flight, not only new requests.

Signed, hash-linked evidence

Proven

Each decision, authorization, outcome, refusal and configuration change is written as a signed record in a hash-linked chain. The record carries the request identity, the policy version, the decision, the approver where one exists, timestamps and the execution result.

Offline independent verification

Proven

Evidence is verified by a portable verifier with no database, no signing key, no network and no product installation on the path. Deliberately altered evidence — an edited amount inside a signed body, a stripped signature, a broken chain link, a checkpoint re-signed by the writer's own key — is refused, and a verifier that cannot run reports an instrument failure rather than a refusal.

Limitation · The verifier was written by the same party as the system it checks. Verifying with it confirms signatures, linkage and key separation; it is not a substitute for an independent implementation of the documented record format.

Common questions

When does OSFI Guideline E-23 become effective?

OSFI states an effective date of May 1, 2027 for Guideline E-23 on model risk management.

Do AI agents belong in a model-risk inventory?

Where an agent uses a model to drive material decisions or actions, treating it as outside governance simply because it is called an agent creates an accountability gap.

What should Canadian firms retain as evidence?

At minimum: agent identity, accountable owner, authority, policy version, approvals, execution outcome, revocation history and recoverability evidence.

Turn regional obligations into enforceable controls and evidence.