AXD for Compliance & Risk

Establish agent identity verification as a prerequisite for any autonomous transaction - who built the agent, who authorised it, and what credentials does it carry?

Implement authority chain validation - verify the complete delegation path from human principal through any intermediary agents to the transacting agent.

Design capability assessment protocols that verify an agent can do what it claims - not just that it has permission, but that it has competence.

Build ongoing monitoring for agent behaviour drift - an agent that was compliant at onboarding may evolve or be modified to behave differently over time.

Prepare for the four regulatory gaps identified in AXD research: the Identity Gap, the Liability Gap, the Audit Gap, and the Consent Gap.

Define clear delegation policies that specify what can and cannot be delegated to agents, with explicit approval requirements for high-risk delegations.

Implement delegation chain tracking that maintains a complete, auditable record of every authority grant, modification, and revocation.

Design time-bounded delegations by default - agent authority should expire and require explicit renewal, not persist indefinitely.

Build escalation protocols for when agents encounter situations outside their delegated scope - the path back to human authority must always be clear.

Establish delegation review cycles that regularly audit active agent authorities against current business needs and risk appetite.

Define operational envelopes for every agent deployment - explicit boundaries on transaction values, counterparties, geographies, and action types.

Implement real-time envelope monitoring that detects and flags boundary violations before they result in non-compliant transactions.

Design graduated responses to envelope breaches - from logging and alerting through to automatic agent suspension depending on severity.

Build regulatory mapping that connects operational envelope parameters to specific regulatory requirements (GDPR, PSD2, consumer protection).

Establish envelope review processes that update boundaries as regulations evolve - agentic commerce regulation is developing rapidly.

Define explicit ethical constraints that agents must respect regardless of their delegated authority - some boundaries are non-negotiable.

Implement value alignment testing that verifies agent behaviour against organisational values, not just regulatory requirements.

Design ethical override mechanisms that allow human operators to halt agent actions on ethical grounds, even when technically within scope.

Build transparency requirements into agent operations - agents should be able to explain not just what they did but why, in terms humans can evaluate.

Establish an ethical review board for agent deployments that evaluates new agent capabilities against organisational values before release.