As autonomous AI systems gain the ability to take consequential actions, a critical question emerges: who governs the authority under which those actions occur?
GABEY Consulting is developing DotShield Involucrum, a security architecture investigating how AI agents can be prevented from executing consequential actions beyond their independently governed, commissioned authority.
The research objective is prevention before effect — not merely detecting unwanted behaviour after it occurs.
AI agents are moving from answering questions to taking actions: sending data, changing records, operating systems.
Detecting an unwanted action is not the same as preventing its consequence. Involucrum investigates prevention before effect.
Investigate whether independently governed authority can constrain consequential AI actions in high-consequence environments.
DotShield Involucrum is a research and prototype development initiative. Prevention properties, operational scope and technical limitations remain subject to validation.