Architecture
Designing memory that survives a reorg
Why durable context — not bigger context windows — is the real unlock for enterprise agents.
Enterprise AI Orchestration
Intelligence,
Intelligence,
illuminated.
LUMEN gives enterprises a single, luminous layer to run autonomous agents, reasoning, and real-time workflows — with the visibility and control that scale demands.
TRUSTED BY TEAMS PROCESSING 40M+ AGENT ACTIONS DAILY
Agent reasoning · 0.4s
128 workflows active
Powering operations at
Apex Dynamics
Northwind & Co.
Verta Health
Orbital Freight
Cascade Labs
Meridian Group
Fielding Capital
Harborline
Capabilities
One platform, every layer of AI operations
From reasoning to memory to action — LUMEN handles the full lifecycle so your team ships intelligence, not infrastructure.
Autonomous agents
Deploy agents that plan, act, and self-correct across your tools — with guardrails your compliance team actually signs off on.
Real-time reasoning
Sub-second inference across chained decisions, tuned for production latency.
Enterprise memory
Long-term context that persists across sessions, teams, and systems of record.
Multimodal understanding
Text, documents, voice, and structured data — read and reasoned over as one signal.
Secure by design
Field-level encryption, private inference options, and full audit trails — built for regulated industries, not bolted on after.
How it works
From signal to action, in one continuous loop
Every LUMEN workflow follows the same luminous path — transparent at each step, so nothing acts in the dark.
Intake
Signal in
Data, requests, and events arrive from any connected source.
Reason
Reasoning
LUMEN plans the response, weighing context, policy, and intent.
Act
Action
Agents execute across your stack — with approvals where you need them.
Learn
Feedback
Outcomes feed back into memory, sharpening every future decision.
From the journal
Notes on building with LUMEN
Field notes, research, and product thinking from the team.
Research
The case for approvals-as-code
Treating human sign-off as a first-class step in the agent loop, not an afterthought.
Product
Inside our workflow runtime
A look at how LUMEN schedules, retries, and observes thousands of concurrent agent runs.
Get started
Bring your operations into the light
Start free, connect your first workflow in an afternoon, and see LUMEN reason over real work within the hour.