Private & Controlled AI
Keep sensitive work inside boundaries you control — without giving up modern AI capability.
Some conversations and documents should not wander through public tools. I help you design private or tightly controlled setups: where models run, what data they can see, and how access stays intentional.
Part of Foundations
Ideas behind the work
The concepts we keep in mind — so the result is useful, not just impressive.
- Data paths you can explain to leadership and customers
- Options from hardened SaaS controls to more isolated deployments
- Security and privacy as design choices, not afterthoughts
Where it shows up in real work
- Internal analysis on confidential files
- Assistants that must stay within company systems
- Teams that need AI help but cannot risk uncontrolled sharing
What you walk away with
- A clear architecture for “safe enough” AI in your context
- Fewer shadow tools and risky copy-paste habits
- Confidence to use AI on work that actually matters
Curious what happens after you get in touch? See how I work →
Let's talkRelated services
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Turn scattered company information into something your team — and your AI tools — can actually use.
Custom Language Model Work
When generic models are not enough — tune, adapt or specialise around your domain.
Grounded Answers from Your Documents
AI that answers from your files and policies — not from the open internet’s guesswork.
Want to know if Private & Controlled AI fits your business?
Share what’s on your mind — I’ll work out with you whether this direction fits, and what a sensible first step could be.