AI and automation can make a bad permission decision move faster.
Shared credentials, broad API access, agents with tools they do not need, secrets sitting in the wrong place, and workflows with no safe fallback can all work perfectly — until the wrong condition appears. Security-led architecture asks those questions before the incident.
Architecture review and active red-team testing are not the same service.
HJT can review technology risk and secure architecture as part of normal consulting and build work. Active testing of AI or technical systems requires written authorization, defined scope, clear test boundaries, and agreed stop conditions.