DEMIROS
DemirOS is the secure, offline-capable OS that runs every Demirari AI machine. Deploy models, manage users, monitor hardware, and serve OpenAI-compatible endpoints — all from one dark, quiet pane of glass.
CAPABILITIES
Everything you need. Nothing you have to babysit.
One-pane admin
Models, endpoints, users, and hardware health in a single dashboard.
OpenAI-compatible API
Drop-in endpoints; point your apps at the box, not the cloud.
Model management
Load, version, and roll back your Modelsmith weights.
Observability
Latency, throughput, GPU/thermal, and per-endpoint usage.
Access control
RBAC, SSO/SAML, and full audit logs.
Offline updates
Signed, air-gap-friendly updates via secure media.
MODEL STUDIO
Watch a training run. Tune it. Ship it.
STEP 01
Monitor
Live loss curves, throughput, and GPU telemetry — watch a training run breathe in real time.
STEP 02
Tune
Adjust quantization, batch, and retrieval without leaving the UI. Changes apply to the next run instantly.
STEP 03
Deploy
Promote to a versioned endpoint with one click. Roll back just as fast.
SECURITY
Secure by default. Auditable by design.
DemirOS assumes the network is hostile and the audit is coming. Every control below is on out of the box — no add-ons, no enterprise tier.
- Zero telemetry / zero egressNothing phones home. Ever.
- RBAC + SSO/SAMLYour identity provider, your roles, your rules.
- Immutable audit logsEvery action, attributable and tamper-proof.
- Signed updatesOnly Demirari AI-signed builds can install.
- TPM + secure bootVerified from power-on to first token.
- FIPS 140-3 crypto module optionsDeployments can be configured with FIPS 140-3 validated cryptographic modules; certificate details provided during engagement.
FOR DEVELOPERS
If it works with the API, it works with your box.
Point your existing tools at your machine’s endpoint. SDKs for Python/JS, plus docs and examples.
- POST/v1/chat/completions
- POST/v1/embeddings
- GET/v1/models
- GET/v1/health
DEMIROS