Infrastructure stood up
We provision and configure the environment your models, agents, and automation need, from compute and networking to the deployment pipeline that ships your changes.
A division of AI Depo
The infrastructure your AI runs on.
Foundry Deploy is managed deployment and operations for AI systems. We stand up the infrastructure your models, agents, and automation run on, then keep it healthy: scaling it under load, monitoring it around the clock, and staying on call when something needs attention. Your team ships features instead of babysitting servers.
// stand up · scale · monitor · on call
WHAT IT DOES
We run the infrastructure so you can run the product.
Getting an AI system into production is one job. Keeping it up, fast, and affordable while traffic moves is another, and it never stops. Foundry Deploy takes the second job off your team: we own the deployment, the scaling, and the operations.
Scaling under load
Capacity follows demand, scaling up when traffic spikes and back down when it settles, so the system stays responsive without paying for idle hardware.
Monitored and on call
We watch the system around the clock, catch problems early, and stay on call to respond when something needs attention, so an issue does not become an outage.
HOW IT WORKS
Stand up. Operate. Respond.
A clear handoff: we take what you have built, get it running in production, and keep it running. You ship features, we keep the lights on.
Stand up
We provision the infrastructure, wire up the deployment pipeline, and get your AI system running in production on a setup shaped around how it actually works.
Operate
We scale capacity with demand, monitor health continuously, manage releases and rollbacks, and keep cost and performance in line as usage grows.
Respond
When alerts fire, we are on call to investigate and resolve, then feed what we learn back into the setup so the same problem does not return.
THE DEPLOY PIPELINE
From your commit to live, and watched the whole way.
Foundry Deploy connects your code to running infrastructure through a managed pipeline. A change moves from build to a staged rollout to live, while monitoring and on-call response run continuously around it. If a release misbehaves, we roll it back before it reaches everyone.
- PROVISIONED Compute, networking, and the deploy pipeline set up and configured for your AI system, not a generic template.
- ELASTIC Capacity that follows real demand so the system stays responsive under load without paying for idle hardware.
- OBSERVED Continuous monitoring with alerting, so problems surface early and we are looking before you have to ask.
- ON-CALL A team ready to respond when something needs attention, with releases and rollbacks managed so a bad change is contained.
WHY IT MATTERS
Your team ships features, not server shifts.
Production operations is its own discipline, and it does not stop for nights or weekends. When that work lands on the people building your product, the roadmap slows down and the pager wears them out. Foundry Deploy carries the operations so the engineers you hired to build can keep building.
- FOCUS BACK Your engineers spend their time on product, not on provisioning, patching, and on-call rotations.
- FEWER SURPRISES Continuous monitoring and on-call response mean issues are caught and handled before they turn into outages.
- SCALES WITH YOU Capacity moves with demand, so growth does not mean a scramble to re-architect under pressure.
- ONE OWNER Deployment and operations sit with one accountable team instead of being split across whoever has time.
ONE LANE OF MANY
Foundry Deploy is a division of AI Depo.
AI Depo is the depot where businesses come to get intelligent software built, integrated, deployed, and operated. Its flagship lane is Interlink LLMOps, which wires foundation models into clients' systems and data. Foundry Deploy is the lane that keeps all of it running in production, and the same depot builds agents, data, security, and the websites for the AI era alongside it.
START A PROJECT
Ready to hand off the infrastructure?
Whether you have an AI system that needs a home in production or one that already runs and needs steadier hands on operations, Foundry Deploy can take it on. Tell us what you are running and we will scope it with you.