the Kayllo technology layer and the Kayllo Control product, which implements this model as a control plane for AI agents, robotic systems, drone operations, and autonomous workflows. Norcrest’s architecture uses canonicalisation, snapshot-bound registry context, append-only evidence, and export bundles to support independent verification by recomputation. It targets use cases where machine-generated actions must be qualified before execution, including high-assurance automation, safety-related operations, and high-trust data exchange. The company also publishes research on commit-gated activation and verification methodologies for externally effective computing state.