Partnership
Built to last — and kept sharp.
Ongoing monitoring, tuning, and improvement for the AI systems we build together, so they keep performing as the frontier moves beneath them.
WHO THIS IS FOR
Clients with deployed AI systems that need to stay reliable and current.
AI isn't 'set and forget' — models change, data drifts, and what was excellent six months ago can quietly degrade. Stewardship keeps your systems at their best.
THE PROBLEM
An AI system is a living thing. New model versions arrive constantly. Your data shifts. Edge cases emerge in production that no one anticipated. Left unattended, accuracy erodes and trust goes with it. Most companies don't have the in-house specialism to keep pace.
WHAT WE DO
We care for the systems we build — monitoring them, tuning them, and upgrading them as better models and methods arrive.
- Ongoing monitoring of performance and reliability
- Model updates as better options become available
- Performance tuning and refinement
- A support SLA
- A quarterly roadmap refresh
WHAT YOU GET
Continuous monitoring
Regular tuning and model updates
A defined support SLA
Quarterly roadmap reviews
TIMELINE & INVESTMENT
Timeline
Rolling monthly
Investment
£2,500–£6,000 / month
By system complexity and SLA.
WHY DEEPCROFT
We maintain what we make. Because the same people who built your system care for it, nothing gets lost in translation — and you get the benefit of every advance in the field, applied to your system as it lands.
FAQ
Do I have to take Stewardship?
No — it's optional. But most clients do, because keeping a system current is specialist work that's hard to staff internally.
What's covered by the SLA?
That's defined per system — response times, monitoring scope, and update cadence, all agreed up front.
Not sure where to start? Most clients begin with The Sounding — a short diagnostic that tells you exactly where AI is worth it.
Let's talk
Add Stewardship
We'll keep what we build you running at its best — for as long as you need it.