Secure AI deployment
Controls built into the implementation rather than added afterwards: identity, data boundaries, model access, prompt and tool-call logging, and proper change control.
Plan secure deployment- Standards
- ISO/IEC 42001 · NIST AI RMF
- Testing
- Adversarial, tool-aware
Why this matters now
AI is already in use inside most organisations, usually before governance catches up. Secure AI deployment gives you control without blocking work that is genuinely useful.
What the engagement covers
Each area below is a defined part of the engagement, with an owner, an output and a date.
Architecture
A target design showing identity, device, network and data controls in place.
Identity
Directory, authentication and privilege design that holds up under attack.
Data
What data reaches the model, from where, and under what agreement.
Model access
Authentication, rate limiting and audit for model and API access.
Logging
Prompt, response and tool-call logging that supports investigation.
Change control
Model, prompt and configuration changes managed like any other production change.
How the work runs
The same sequence on every engagement, so you know what happens next.
Inventory
Establish what AI is actually in use, including tools adopted without approval.
Assess
Evaluate each use case for security, privacy, legal and model risk.
Control
Apply proportionate controls: policy, access, logging, approval points and monitoring.
Test
Adversarial testing against the deployed system, including indirect injection paths.
Govern
Reporting, review and change control so governance keeps up with adoption.
What you get out of it
Adoption without blind spots
Useful AI work continues; the uncontrolled parts get controlled.
Standards alignment
Mapped to ISO/IEC 42001 and ISO/IEC 27001 so one programme serves both.
Tested, not assumed
Controls verified by adversarial testing against the live system.
Before you enquire
How quickly can this start?
Who actually does the work?
How is this priced?
Where to go next
Plan secure deployment
One scoping call with the consultant who would run the work. No obligation, no charge.