A full-stack developer platform — from GPU compute to production agents — with deterministic execution you can prove and don't need to re-check.
Runs on the infrastructure you already control
+ on-prem & air-gappedNo integration tax. Start with one layer and easily add more layers later.
Non-deterministic agents are why AI projects never reach production. Our execution layer makes every run reproducible and verifiable — with a full audit trace from agent to datasource to model.
One place to run any model and any agent — route, govern, ground, and prove. Vendor neutrality isn't bolted on; it's the control plane the whole platform runs through, over infrastructure you control.
Works with MCP · publish your deterministic agents over MCP and tools like Claude and Codex can call them — inheriting reproducible, policy-checked execution.
Five integrated layers. Adopt the whole stack, or slot in the piece you need — they compose.
Route, rate-limit, and observe every model call — open or closed, hosted or sovereign — behind a single policy-controlled endpoint.
Schedule, scale, and serve inference and training jobs across your own GPUs. Fine-tune and train without leaving sovereign infrastructure.
Retrieval, long-term memory, and grounding over your private data — the knowledge substrate every agent reasons on.
Reproducible, verifiable agent runs with a full audit trace. The difference between a demo and production you can trust.
Design, evaluate, and deploy agents on top of the full stack — with the whole platform underneath them from day one.
One integrated, sovereign stack — GPU to Agent. See how the layers fit together.
We help you manage the infrastructure, build the agents, and train the models.
Sovereign by architecture
You draw the boundary. Agents respect it.
Compute runs next to your data, inside your own environment — nothing is shipped out to a third-party model API. Because that's a property of how the platform is deployed, you can verify it rather than take our word for it.
Compute runs where your data lives. No exfiltration, by design.
Every call, context, and output logged for compliance review.
Hard geographic and network boundaries you configure.
Open formats and your own infra — leave any time, take it all.
Your agents plug into the tools you already run — 300+ connectors across databases, warehouses, SaaS, and storage, grounded through the Context Engine.
