Control-layer software that enforces policy and governance at system integration points so AI and autonomous agents can interact with mission-critical operational systems with auditability and accountability. Targeted at enterprise, government and regulated environments; deployable inside customer infrastructure (including AWS) with an entry product providing a governed pathway from AI experimentation to production.