Your ideas, driving the agentic cloud.
Get a running GPU sandbox in sub-1s. Bring your own framework, ship your code, and let Roka operate the scaling, placement, and recovery of your fleet dynamically. Zero ops, zero maintenance.
Training at lab scale? Build-to-own dedicated clusters →
You came to ship models and agents. Instead, the GPU cloud hands you the pager:
AWS us-east-1: H100 capacity exhausted. Request queued indefinitely (Quota gate active).
Node g-0219 failed mid-training. Checkpoint not saved. SRE paged (3:00 AM).
InfiniBand link degraded in rack-12B. NCCL packet loss. Step time increased by 450%.
Idle GPU cluster bill active. No jobs scheduled for last 48 hours. Accumulated cost: $1,280.00.
Placed on our owned H100 fleet in under a second. No queue, no quota gate.
Node drained, checkpoint restored, run rescheduled on a healthy node. No page sent.
Degraded link detected and traffic rerouted. Step time back to baseline.
Sandbox compute scaled to zero between jobs. You paid storage only.
Spin up exactly what the job requires. One agent operates all of it, and you bring the code.
100K co-located microVMs with a warm pool and scale-to-zero. Co-located with the GPU, so there's no cold-start tax.
Optimize inference engine for open and custom models. Roka keeps utilization high, so it stays cheap.
Bare-metal, Slurm + InfiniBand, co-located GPU + CPU. Built 4x faster and operated for you, start to finish.
An agent runs placement, scaling, healing, and recovery across every layer. The infra team you don't have to hire.
Anyone can route your job to someone else's pool and tap out. We own the metal and operate every layer in production.
Instead of hiring an army of expensive, hard-to-find specialists to manage your physical hardware, network routing, and hypervisors, Roka runs it all 24/7 as a unified agentic operator.
Everything the product does is exposed as an API. The UI is just one consumer of it, so an agent has the exact same surface a human does.
Every capability is an API, so an agent can drive the whole platform, not a curated subset.
Roka generates any dashboard or control plane from the API on demand, shaped to your workload.
Humans and agents drive the same API, so your agents operate infra like a seasoned operator.
Argus, the same operating muscle as Roka applied to the network, runs our security control plane autonomously today.
A production control plane for DDoS, traffic, and policy across our own network. Run by an agent, not a team.
This is what "agent-operated" looks like when it's real, and shipped: blast-radius scoped, dry-run, full audit trail.
Start self-serve in minutes, or run dedicated capacity at lab scale. Same fleet, same operator.
Prices and availability are illustrative. See live stock in the console.
Ship today, no sales call.
You pay for GPU, inference & sandbox, by usage and duration
Start building →Capacity, managed ops, and yours to own.
You pay for capacity + managed ops + build-to-own
Talk to sales →One engine under both doors: The Harness (agent OS) · Roka (operating agent) · owned fleet · co-located sandbox.
AGENT-OPERATED AND IN PRODUCTION TODAY · SELF-OPERATING IS THE GOAL WE'RE BUILDING TOWARD