The Hybrid AI Operating Model

PaaS by default, or sovereign when you need it. One plane for frontier and private models.

One system, end to end

Example: a claims assistant reading customer documents. How one system moves through the plane.

  1. 01

    GOVERN

    Intake

    Registered, classified by materiality, owner assigned, applicable instruments attached automatically.

  2. 02

    GUARD

    Guard

    Every call screened: PII, injection, grounding to approved sources.

  3. 03

    OBSERVE

    Observe

    Drift, hallucination rate, refusal rate, latency, cost per decision: streamed to your SIEM.

  4. 04

    RESPOND

    Respond

    Threshold breach → alert → human escalation → agent permissions reduced → kill switch.

  5. 05

    AUDIT

    Prove

    Model card, approval chain, exception log, incident history: exported as a signed pack for supervisors.

How it lands

Six-month serial gauntlet

Risk, security and compliance gates run over email and slide decks. The pilot works; production waits.

Observe, then enforce

Start capturing proof without blocking work. Turn policy on when your own telemetry supports the operating case.

Week 1-2

Observe

Week 3-6

Report

Week 7+

Enforce

Deployment topologies

Default

Multi-tenant PaaS

Fastest path to observe mode. Shared control plane, tenant isolation, managed upgrades.

Licensed option

Customer-VPC / private cloud

Control plane components run in your cloud account with your network boundary.

Licensed option

On-premise / air-gapped

Same codebase, disconnected operation for environments that cannot reach the public internet.

The same control plane serves all three from one codebase.

Currently in build. Demo plane in development. Briefings welcome while we ship.

Request a briefing →

Integrations

Marked plainly as live or roadmap. Nothing implied by adjacency.

  • MLflow roadmap
  • Amazon SageMaker roadmap
  • Azure Machine Learning roadmap
  • GRC platforms roadmap
  • SIEM roadmap
  • Identity providers (OIDC / SAML) roadmap
  • Ticketing (Jira / ServiceNow) roadmap

Bring one AI system you need to prove.

Forty-five minutes on your stack and your jurisdiction. We map the control gaps and leave you a clear next step. No slides.

Request a briefing