The control plane for everything you run.
BitQubic Fabric connects simulation, federated training, and carbon-aware scheduling. It handles policy, identity, audit, monitoring, and billing. The compute runs on your own hardware.
Your data does not move unless you say so.
Write rules about who can use which data for which purpose. The policy language works with Open Policy Agent (OPA).
Every worker proves its identity with a hardware signature before running. Supports Intel SGX, AMD SEV-SNP, and AWS Nitro.
Every run produces a signed, tamper-evident record that a regulator can verify independently.
Agentic runtime · up to a million agents · exact replay
Federated trainer · privacy-preserving · tolerant of offline sites
Carbon scheduler · reads live grid data · Kubernetes native
What comes with it.
Policy engine
Write rules about which data may leave which site. They are enforced when workloads run.
Monitoring
One dashboard for simulation runs, training rounds, and carbon figures. Works with OpenTelemetry.
Cryptographic lineage
Every input, model, and run is fingerprinted and signed, so you can trace what produced what.
Fast to production
Most deployments reach their first production workload in under two weeks.
Resilient to bad actors
Training still converges if up to a third of participating sites are compromised or broken, with no loss of model quality.
Zero-trust networking
Every workload has its own verified identity. No shared passwords or certificates. All connections are mutually authenticated and encrypted.
Billing by project
Track spending by research program or team rather than by machine. Chargeback reports are ready for audit.
Disaster-drill mode
Simulate a regional outage in production without affecting real users. Quarterly resilience reports included.