Model and performance monitoring
We watch accuracy, latency and drift, so degradation is caught and addressed before it affects users.
AI Managed Services
AI Managed Services
Trusted across 20+ countries by Fortune 500 companies and growth-stage brands
Keep your AI working after launch. Noseberry runs, monitors and improves your AI systems in production, catching drift, controlling cost, maintaining guardrails and responding when things break, so AI keeps delivering value instead of quietly decaying. The service that turns a one-off build into a dependable capability.
Book a free AI operations reviewDefinition
What are AI managed services?
AI managed services are the ongoing operation of your AI systems in production, run as a service rather than a one-off project. They cover performance and drift monitoring, retraining and improvement, guardrail and safety upkeep, cost and usage optimisation, incident response and support. AI is not set-and-forget: models drift, data changes and costs creep, so this keeps the system accurate, safe and cost-effective over time, with a human in the loop on the decisions that matter.
Key takeaways
- AI managed services run, monitor and improve your AI systems in production, as an ongoing service rather than a one-off build.
- AI degrades: models drift, data changes and costs creep, so AI needs active operation to keep delivering value.
- The service covers monitoring, retraining, guardrails, cost control, incident response and support.
- AI keeps making decisions with a human in the loop; the service keeps it accurate, safe and cost-effective over time.
2M+Lives touched
15+Fortune 500 clients
20+Countries served
250+Digital solutions delivered
Scope
What AI managed services include
Everything needed to keep AI accurate, safe and affordable in production, on an ongoing basis.
Retraining and improvement
We retrain and refine models as data and needs evolve, keeping performance from decaying over time.
Cost and usage optimisation
We monitor and tune inference, tokens and infrastructure, so AI spend stays under control as usage grows.
Guardrails and safety upkeep
We maintain grounding, evaluation and human-in-the-loop controls, so the system stays safe as it changes.
Incident response and support
We respond when something breaks or behaves unexpectedly, with a clear escalation and support path.
Reporting and roadmap
Regular reporting on performance, cost and issues, plus a rolling roadmap of improvements.
Who this is for
Built for teams running AI in production
Organisations with AI live in production that want it monitored, improved and supported, without standing up a full in-house AI operations team.
Signs you need it
- You have AI in production but no one is actively running or improving it.
- Model quality or cost is drifting and you are not sure why.
- You want the value of in-house AI operations without building the team.
- You need monitoring, retraining and support as an ongoing service.
- You want a partner accountable for keeping AI working after launch.
How we work
Onboard, operate, improve
1
Onboard
We assess your AI systems, data and infrastructure and set the baselines and SLAs.
2
Instrument
We put monitoring, logging and alerting in place across performance, safety and cost.
3
Operate
We run the systems day to day, catching drift, issues and cost creep early.
4
Improve
We retrain, tune and harden on a rolling basis, with human oversight of decisions.
5
Report
We report on performance, cost and roadmap, so you always know where AI stands.
Why Noseberry
Why choose Noseberry to run your AI
Accountable operations
A partner responsible for keeping your AI accurate, safe and cost-effective, not just for shipping it.
Full lifecycle
Monitoring, retraining, guardrails, cost and support in one service, by the team that builds AI.
Human-in-the-loop
AI keeps supporting decisions; people stay in control of the ones that matter.
Proven at scale
2M+ lives touched, 15+ Fortune 500 clients, 250+ solutions across 20+ countries.
Frequently Asked Questions
They are an ongoing service to run, monitor and improve your AI systems in production, covering performance and drift monitoring, retraining, guardrail upkeep, cost control, incident response and support, so AI keeps delivering value after launch.
AI is not set-and-forget. Models drift as the world changes, data quality shifts, costs creep with usage and safety controls need upkeep. Managed services keep the system accurate, safe and cost-effective over time.
Yes. We onboard existing AI systems, assess them, set baselines, and take on monitoring, improvement and support, whoever built them originally.
The service keeps your AI running with the human-in-the-loop design it was built with. We maintain oversight and guardrails; people stay in control of consequential decisions.
We monitor inference, token usage and infrastructure and tune them continuously, so spend stays predictable as usage scales.
Regular reporting on performance, drift, incidents and cost, plus a rolling improvement roadmap, so you always know how your AI is doing.
Keep your AI working, for good
Book a free operations review and we will map how to run and improve your AI.
Book nowRelated resources
Go deeper with our thinking
Case study
Organic Reach & Brand Visibility Engine for SaintG India
Read case study
Guide
The Complete Guide to Enterprise AI
Read guide
Guide
The Guide to Generative AI for Business
Read guideBlog
Agentic AI Development Services: Beyond Simple Chatbots
Read article
Blog
Why Every Business Needs an AI Strategy Before an AI Product
Read articleNot sure where you stand?
Take a free two-minute readiness scorecard built for your industry.