Support
AI Infrastructure Support
Buy back your time with our AI Infrastructure support services
- 4.9/5 on Clutch
- Top 0.7% of AI Infrastructure engineers
- Billed by the hour, no lock-in
The calm after the pager stops.
Your AI Infrastructure, in steady hands.
Trusted by teams shipping production infrastructure
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The hard part
Senior AI Infrastructure help is hard to get for the hours you actually need
Hiring a strong AI Infrastructure engineer is slow, risky, and expensive, and most teams do not need one full time. Here is what that trade-off usually costs.
Months of searching for someone who genuinely knows AI Infrastructure, not a generalist who lists it.
A full-time salary for work that is honestly part-time most of the year.
Advice with no hands from agencies that write decks but never touch your systems.
Debt that compounds while AI Infrastructure work sits half-finished between sprints.
A stalled roadmap every time AI Infrastructure lands on a desk that was not built for it.
From first message to shipped AI Infrastructure work
Starting is light and reversible. You see the plan and meet your engineer before a single hour is billed. Here is the whole path.
- 1
Tell us what you need
A short call to understand your current AI Infrastructure setup, the constraints, and the result you are after.
- 2
We shape the plan
You get a written AI Infrastructure work plan: the approach, the trade-offs, and the first steps, shaped around your input.
- 3
Meet your engineer
We match you with the senior engineer best suited to your AI Infrastructure work. No hour is billed before this.
- 4
We do the work
Your engineer joins the team, ships the hands-on AI Infrastructure work, and keeps consulting you at every step.
Runs throughout, start to finish
- Shared Slack channelWhere we update and discuss the work, day to day.
- Weekly syncsA standing cadence to review progress, blockers, and next steps, with a written summary.
- Pay as you goUse as many hours as you need. No retainer, no lock-in.
- Free architect inputAn architect from our team joins the discussions to enrich the plan, at no charge.
A conversation first. You decide whether to go further.
What AI Infrastructure actually covers
AI infrastructure is the plumbing around the model: the data, training, serving, and monitoring that make a model usable in production.
Get support from an AI Infrastructure expert
An ML platform, end to end
- Data
Pipelines that feed clean, versioned data.
- Train
Reproducible jobs on scalable compute.
- Serve
Low-latency inference behind stable APIs.
- Retrieve
Vector search and context for production models.
- Monitor
Track drift, cost, and latency over time.
Tools our AI Infrastructure engineers reach for
Everything in our AI Infrastructure service
Consulting and hands-on work from the same senior engineer, billed by the hour.
A senior AI Infrastructure expert advising you
We hire 7 engineers out of every 1,000 we vet, so you get the top 0.7% of AI Infrastructure experts.
A plan that fits your company
A flexible process turns your goals into a custom AI Infrastructure work plan built around your requirements.
You pay only for the hours worked
Use as many hours as you like, zero, a hundred, or a thousand. It is completely flexible.
The same expert does the hands-on work
Our service goes past advice: the person consulting you joins your team and does the hands-on work.
Perspective from many AI Infrastructure setups
Our experts have worked with many companies and seen plenty of AI Infrastructure setups, so they bring real perspective on yours.
An architect's input on the big decisions
On top of your AI Infrastructure expert, an architect from our team joins the discussions to enrich the plan.
Choose how we work together
The same senior AI Infrastructure engineers, on the commitment that fits. Switch, pause, or resize as your needs change.
- ExploreConsultingAdvisory
Opinions, reviews, and spike capacity.
- ExploreOutsourcingDelivery
Roadmaps with a clear exit.
- ExploreStaff AugmentationRetainer
Ongoing capacity in your channels.
- ExploreComplianceCompliance
Evidence trails alongside engineering.
- ExploreSolutionsProject
Plan first, build to a milestone.
- DetailsSupportCareYou are here
Hygiene, releases, and team enablement.
- You need someone to own recurring toil
- You want train-the-trainer alongside fixes
- You want predictable monthly coverage
- ExploreOn-Call SupportOn-call
Incidents, rotations, wake windows.
Teams that stopped firefighting
The same senior engineers, on real production work. A recent study, and what clients say once the dust settles.
Import multiple high-scale Kubernetes Clusters into Pulumi
How we organized infrastructure management of a high-scale system in the cloud by utilizing Pulumi and standardizing environment creation
- Pulumi
- Kubernetes
- TypeScript
Thanks to MeteorOps, infrastructure changes have been completed without any errors. They provide excellent ideas, manage tasks efficiently, and deliver on time. They communicate through virtual meetings, email, and a messaging app. Overall, their experience in Kubernetes and AWS is impressive.
Mike OssarehVP of Software, ErisyonGood consultants execute on task and deliver as planned. Better consultants overdeliver on their tasks. Great consultants become full technology partners and provide expertise beyond their scope. I am happy to call MeteorOps my technology partners as they overdelivered, provide high-level expertise and I recommend their services as a very happy customer.
Gil ZellnerInfrastructure Lead, HourOne AI
Where to go next
Other ways to engage AI Infrastructure
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