MLOps is the discipline that gets models out of notebooks and keeps them healthy: reproducible training, safe deployment, monitoring, evaluation and retraining as the world shifts.
MLOps is the discipline that gets models out of notebooks and keeps them healthy: reproducible training, safe deployment, monitoring, evaluation and retraining as the world shifts.
Acveti delivers MLOps & Production AI with senior, AI-fluent engineers, as an extension of your team or a managed pod that owns the outcome. Whether you’re starting fresh, scaling, or modernising, you get the depth to make the right calls and the accountability to ship.
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AI initiatives stall in proof-of-concept, impressive demos that never reach production or prove ROI.
Models that are hard to evaluate, monitor or trust with real customers and real data.
No data pipeline, evaluation harness or guardrails to build on safely.
Automate and augment tasks that used to take hours or days.
Evaluation, monitoring and guardrails, not black boxes.
From prototype to a monitored, scalable system.
Senior engineers who know when to trust the model, and when not to.
Our engineers are hands-on across the MLOps & Production AI ecosystem, and pragmatic about choosing the right tool for your context.
Most MLOps & Production AI initiatives don’t stall on tooling; they stall on finding senior people who’ve done it before, fast enough to matter.
A pragmatic path from goal to a running system, with the IP yours throughout.
MLOps & Production AI shows up across sectors: our engineers bring domain fluency, not just the stack.
Yes. Engage a single specialist to extend your team, or a managed pod that owns delivery of a whole MLOps & Production AI initiative end to end: onshore, remote or offshore.
Senior by default: an average of 7+ years in production, admitted through a demanding five-stage vetting funnel that also grades AI fluency.
You meet a pre-vetted shortlist within about 48 hours, and most engineers start contributing within the first week, backed by a two-week trial and our named-developer guarantee.
You do, outright. Engineers work under your security policies and signed NDAs, and we support SOC 2-aligned practices.
Book a 30-minute call. Share your stack and whether you want talent onshore, remote, or offshore: we’ll line up pre-vetted candidates. No commitment, no recruitment fees.