CTO

For technical leaders: architecture, method, and what will not scale.

Shadow AI: discovery and controlShadow AI is deployer use you have not listed. Hunt with the sensors you have. Bin every finding. Do not invent a percentage.
Prompt injection: a CISO playbookInjection is the method. The tool budget is the cause. Six controls you can show, and a test that measures tool calls — not manners.
When to run models on hardware you ownThree tests: leak, swap, outage. Fail one, and a hosted model is a concentration. Pass all three, and an API is still allowed.
Model provenance and weight hashingModel cards can be copied. Weights can be swapped. Hash what you load, pin it, and log the digest — or admit you cannot name what ran.
What the EU AI Act requires in 2026–2027The Act is already live. High-risk duties moved. Here is what each seat owes now, and what 2027–2028 actually changed.

Put AI to work. Keep control of what matters.

Five engagements. Start with the problem in front of you: the architecture, one department, the whole organization, the stack you already run, or the work after launch.

Architecture ReviewSee what is running, where control is thin, and what has to change before you invest further.

Department DeploymentGoverned AI for one department and one real use case, on infrastructure you control.

Enterprise RolloutOne governed stack across the organization, on infrastructure you control.

Governance OverlayClearer controls and a verifiable record on the stack you already run.

Managed OperationsHardening, training, and engineering after launch, scoped to the engagement.