Intent to
Insight.
The operating system for agentic AI in high‑consequence environments.
Every system orchestrates its own stack. None of them orchestrate across.
Current systems go down and in. Each one orchestrates the tools, data, and edge that sit inside its own stack. The mission demands orchestration that goes up, out, and across. Lumbra is the layer that sits above all of them and coordinates work across agencies, commands, and data sources simultaneously.
Models are interchangeable. The orchestration layer is the durable investment. It captures institutional knowledge, enforces evaluation at every junction, and maintains full provenance from intent to insight. We built it first for the intelligence community. That discipline shapes everything else.
Built where the cost of being wrong is highest.
Wrong answers have consequences. We build for that.
Every conclusion has receipts.
Multi-agent workflows with full provenance chains. Every output traces back through every reasoning step, every source, every evaluation gate it passed through. When the analyst asks why, the system shows its work.
The machines explain themselves. Or they don't ship.
We grade the machines before they grade you.
Continuous evaluation at every junction. Not post-hoc benchmarking. In-line validation that catches hallucination, drift, and confidence collapse before they reach a human. The eval layer is the product.
Models evolve.Orchestration stays constant.
Institutional memory that outlives the expert.
The most valuable knowledge in any organization walks out the door every evening. We capture it, structure it, and make it durable. Expertise encoded as operational rubrics, not tribal wisdom.
Proven in defense. Built for every regulated mission.
Intelligence & Defense
Production deployments in the most demanding environment on earth. Full provenance chains, evaluation at every junction, and zero tolerance for unverified output. Failure here is not a product incident. It is a mission failure.
Production.Not prototypes.
Financial & Regulated Commercial
Financial research, due diligence, sanctions and supply-chain risk, KYC and AML. Workflows where a wrong answer is a regulatory finding or a fiduciary breach. The provenance and evaluation guarantees that cleared the IC bar are the ones a compliance officer signs off on.
Learn moreThe gap between human speed and machine speed is where we operate.
Critical Enterprise
Legal, healthcare, energy, and critical infrastructure will demand the same architectural guarantees. When the penalty for a wrong answer is regulatory action, patient harm, or operational failure, you need an orchestration layer built for consequences.
Learn moreOperators. Engineers. Grit.
Aaron Brown
CEO & Co-Founder
Michael Hiebert
CTO & Co-Founder
Lumbra is a team of engineers and operators drawn from the intelligence community, special operations, and frontier AI research. They've graduated from MIT, Carnegie Mellon, West Point, and U.S. Army Ranger School. They've worked at Palantir, Anduril, Onebrief, Joint Special Operations Command, and CIA. These are not observers of the problem. They live it.
We demand teammates who leave things better than they found them and actively hunt problems as they work. If that sounds like you, we should talk.