Compliance with global regulations like the EU AI Act cannot be bolted on after development. It must be engineered directly into system architecture through immutable audit logs, deterministic guardrails, and explainable decision trees.
Cryptographic trace logging, human-in-the-loop escalation gates, and automated bias auditing.
