Enterprise · Government · Mission-Critical AI

The AI Runtime Company.

The independent runtime layer that keeps production AI stable, controllable and efficient — across models, agents, cloud, on-premises and edge.

Find Your Deployment →Talk to us

LLMs · Agents · Orchestration · Physical AI · Robotics · Autonomous Systems

ObserveDetectGovernEnforceEvidenceImproveRuntime

The Runtime Control Loop

Speculum AI

Runtime stability is the missing operational layer

Two product families · one runtime foundation

Mirror OS governs how AI behaves.
Mirror Token governs how AI consumes.

Independent runtime control for live AI behaviour — observing, adjudicating and evidencing what AI does while it runs. One runtime foundation, three deployment forms, chosen per workload.

Start with Mirror Shield

In Productization
Governs how AI consumes.

The Runtime Control Loop

One loop runs every deployment.

The same six stages run in every Mirror OS deployment, whichever product you choose. Authority is exercised deterministically; evidence stays in your custody.

  1. Observe

    Read live runtime behaviour, from your telemetry or ours.

  2. Detect

    Correlate runtime signals to surface instability early.

  3. Govern

    Apply one policy framework across heterogeneous AI.

  4. Enforce

    Decide, deterministically, what is allowed to happen.

  5. Evidence

    Preserve a structured runtime record within the agreed custody boundary.

  6. Improve

    Use runtime evidence to inform approved operational improvements.

The loop in detail, on the Architecture page

Solutions

Mirror OS works with your existing AI workloads.

Choose a workload to see its runtime risks, where Mirror OS fits and how to begin.

AI Agents

Apply explicit runtime boundaries to agent actions, tool use and data access. Mirror OS adds observation, control and evidence without replacing the agent or its framework.

Explore AI Agents →

Deployment

Two paths to deployment. No need to rebuild your AI environment.

Mirror OS adds runtime control without replacing your models, platforms or infrastructure.

ENTERPRISE PATH

Deployed into your environment.

Three forms, by the depth of integration a workload needs.

  • Mirror ShieldTurnkey. The Runtime Stability Engine is deployed beside your AI; FDE is not required for the base deployment.
  • Mirror RuntimeFDE-assisted when required. The FDE can assess the environment, map signal sources and propose the runtime boundary for your team to confirm before Mirror Runtime is integrated with your platform or orchestration.
  • Mirror FoundryArchitecture-led. The runtime foundation configured to your domain and its evidence requirements.
AGENT PATH

Standalone local control for AI agents.

Mirror Shield Agent Edition

Pilot underway with a distribution partner

Commercial release targeted for Q1 2027

  • INSTALLIn supported individual AI agent or AI agent orchestration deployments; runs locally.
  • LOCALEnforcement decisions are made locally and deterministically.
  • REVIEWOptional FDE review, on a customer-agreed cadence, without changing standalone local operation.

Explore Agent Edition

Where is the AI running?

  • Public Cloud
  • Private Cloud
  • Self-Hosted
  • Sovereign
  • On-Premises
  • Edge
Deployment environments

Where to next

Start where your AI is today.

Find your deployment

Four questions give you a recommended starting point.

Start →

Explore the architecture

The runtime layer, the control loop and the deployment components.

How it works →

Solutions

What AI you run, and where Mirror OS starts for it.

See solutions →
Find Your Deployment →Talk to us