Runtime decision control for AI systems
ai decision control infrastructure
Cryptographically signed evidence for every AI decision, built for defense and regulated industries
Luminae evaluates decisions in flight and records what happened, why, and whether it was allowed.
Control AI where it acts
Today’s AI is optimized for capability, not consequences. We’re changing that by treating every decision as something that must be seen, evaluated, and proven.
Black-box Behavior
AI acts without a verifiable control point.
Silent Drift
Behavior changes under live conditions.
Fragmented Oversight
Logs, policies, and reviews live in separate systems.
Inline controls for mission systems. Not post-mission reconstruction.
defense
Defense-grade runtime assurance for autonomy, ISR, and command systems
Defense systems require more than model performance. They require bounded autonomy, operator authority, and verifiable decision lineage under real operational conditions.
Luminae provides inline runtime controls for mission systems, autonomous workflows, and decision-support environments. Accuracy and policy gates are applied before outputs propagate downstream. Human operators remain in or on the loop with real-time visibility into risk, rationale, and authorization state.
Operational evidence for regulated and high-consequence AI
enterprise
Regulatory-grade audit trails for AI.
Enterprise adoption of AI is no longer blocked by model capability alone. It is blocked by the inability to prove what a system did, why it did it, and whether the action was compliant, accurate, and within delegated authority.
Luminae attaches verifiable runtime evidence to every governed event. That evidence can be used for investigations, internal oversight, external review, incident response, and regulatory examination.
enforce
Outcomes applied at inference.
Accuracy and policy health-gates decide which actions pass, delay, or get blocked.
prove
Signed evidence for every decision.
Inputs, outputs, reasoning signals, and policy hits packaged into cryptographic Proof Packs.
control
Human in and on the loop
Operators see risk, explanations, and options in real time; not after an incident report.
AI Health
continuous ai health checks. we stress-test your models against evolving benchmarks and real traffic so drift, hallucinations, and blind spots are caught before they do harm.
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Luminae sits inline with your models and agents, monitoring every inference.
We apply accuracy and policy rules at runtime — not just in pre-deployment tests — so risky behavior is intercepted before it reaches the outside world.
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Every governed event generates a cryptographically signed Proof Pack:
inputs, outputs, key reasoning signals, policy checks, and verdict.
You get a replayable trail for investigations, red-team exercises, audits, and oversight.
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Integrate as a sidecar or API. No model retraining, no vendor lock-in.
Luminae spans cloud, on-prem, and edge environments so the same audit layer follows your AI wherever it runs.
secure
Identity, isolation, and signed lineage by default.
Multi-tenant separation, key management, and cryptographic proof signing are built into the core.
