AI Monitoring, Testing and Support
AI that keeps working after launch day
AI systems change underneath you. Model providers update their models, connected software changes its screens and formats, your own data shifts, and costs creep up quietly. A process that worked well in month one can be giving wrong answers by month six without anyone noticing. We take over the care of your AI systems, whether we built them or someone else did. We set up tests from your real work, watch accuracy and cost every week, fix what breaks, and upgrade models when it helps.
- 01
Problems caught by tests and alerts before your customers or staff notice
- 02
A monthly report on accuracy, usage and cost, in plain language
- 03
AI costs kept under control as usage grows
- 04
Model upgrades tested on your own cases before they go live
What it covers
Test suites from real work
A set of real examples from your business with the right answers, run against every change, so we know when quality moves.
Monitoring and alerts
Errors, slow responses, failed connections and unusual answers watched around the clock, with alerts to us and to you.
Cost control
Usage and spend tracked by system and task, with caching, model choice and prompt changes used to keep costs down.
Model upgrades
New models tested against your test suite first, and switched only when they are better, cheaper or both.
Fixes and small changes
Broken connections, prompt fixes and small improvements handled each month by an engineer who knows your systems.
What lands in your hands
Everything is built on your accounts and handed over with documentation. You own it from the first day.
- 1An audit of your current AI systems, with risks and quick fixes
- 2Test suites and monitoring set up for each system
- 3A monthly report on accuracy, incidents, usage and cost
- 4An agreed response time for incidents and requests
Asked before we start
Yes. The setup starts with an audit of what you have. If something needs rebuilding before it can be supported well, we tell you and quote it separately.
More in Advanced AI
All 21 services →What would you hand over first?
Book a free 30-minute call about the work. You get an honest read on what we would build and a written quote.