Lumi · Build the Impossible
Production,
not presentations.
Lumi turns ambitious ideas into production agents. We build governed AI agents, embed with your team, and power delivery with Kestrel, our platform for making every decision, action, and outcome visible, measurable, and repeatable.
The production gap
88%
of enterprise agent pilots never reach production. The problem isn’t the model. It’s the engineering, governance, observability, and operational discipline required to make AI dependable. That’s where Lumi delivers.
The practice
Different starts.
One destination.
Every engagement is designed to deliver production software, not recommendations. Whether you begin with strategy, a single workflow, or an embedded team, the destination stays the same: governed AI operating inside your business.
What runs production
The operating system for production agents
Building an agent is easy. Operating one is hard. Kestrel provides the execution engine, governance, evaluation, and evidence needed to run agents reliably in production.
Runtime
Durable execution with checkpoints, approvals, retries, recovery, and complete visibility into every step.
Studio
Design workflows, assign ownership, define controls, and establish launch criteria before production.
Tool Fabric
Governed connections to enterprise systems with secure, approved access instead of ad hoc integrations.
Ruhroh
Real tasks, full work traces, outcome reviews, and comparable runs so teams can see what agents actually did and what improved.
Evidence
Every run captures its decisions, tool activity, approvals, outputs, and execution history for audit and improvement.
Developer Kit
SDKs, CLI tools, and integration libraries for embedding agents into existing products and workflows.
Proven Patterns
Every organization is different. The underlying work rarely is. Lumi starts from proven workflow patterns, then adapts them to your people, systems, and governance.
Field evidence
“Lumi took a messy process and turned it into a clear checklist with owners. We stopped chasing a chatbot and fixed the real issue.”
Director of Operations · Precision instrumentation
Start with fifteen minutes.
Bring one workflow that should already be in production. We’ll tell you what it would take. Plainly.