AI OPERATIONS

Get Your AI Out of Pilot Mode and Into Production

Most AI pilots stall the same way. A model gets built, it works, and then nobody owns what happens next. We deploy, monitor, and run your AI in production, so it keeps working long after the demo ends.

Netrix has run production IT systems for mid-market teams since 1989. AI operations is the same job, applied to a newer kind of system.

37+
Years Running Production IT
600+
Engineers on Staff
700+
People Across 6 Countries
24/7
Monitoring Coverage
WHAT WE RUN

What AI Operations Actually Covers

Most teams have the deployment part figured out. Here's what we run once your model leaves the lab, without adding to your headcount.

Deployment Pipelines

We move your model from a notebook to a real, repeatable pipeline, so shipping an update isn't a manual, one-off project every time.

  • Repeatable deploy pipeline, not a manual push
  • Version-controlled releases
  • Works with whatever you're building on

Monitoring & Drift Detection

We watch accuracy, performance, and cost in real time, so you know a model's answers are slipping before your customers do.

  • Real-time accuracy and performance tracking
  • Drift detection and alerting
  • Cost visibility before it hits your cloud bill

Retraining & Version Management

Data changes, and models decay with it. We retrain and version your models on a schedule, so they improve instead of quietly getting worse.

  • Scheduled retraining as data shifts
  • Version management across models
  • Continuous improvement, not silent decay

Incident Response & Ownership

When something breaks, it goes into the same incident process your team already trusts for everything else that can't go down. Someone answers.

  • 24/7 incident response for AI systems
  • Built into your existing IT processes
  • One team accountable end to end

AI Operations is the team that keeps your models running. Governance and security are a related but separate job, covered by our generative AI security and compliance work.

The same team also runs technical operations and security operations, alongside the rest of our managed services, so nothing you deploy falls into a gap between services.

WHY NETRIX

Why Teams Run AI Operations With Netrix

What makes this different from hiring a platform or hoping the pilot holds.

COMMON QUESTIONS

Common Questions

What IT teams usually ask before bringing in AI operations support.

What's the difference between AI Operations and MLOps?
Do we need AI Operations if we're only running a few AI pilots?
Does Netrix require us to use a specific AI platform?
How is AI Operations different from AI governance?
TALK TO AN ENGINEER

HeadingSee what AI Operations actually looks like

Bring us whatever's in pilot right now, and we'll show you what running it in production would actually take.

No pitch deck. Just a straight look at what it takes to run what you've built.