The reasoning layer for every enterprise decision.
Lumeenn plans, acts, and learns across your systems — not a chat window bolted onto your stack, but a standing engine that carries context, weighs trade-offs, and gets work done with judgment.
One engine, six kinds of judgment.
Every capability shares the same context window and memory — so reasoning about a contract carries into the workflow that executes it.
Multi-step reasoning
Breaks ambiguous goals into ordered steps, checks its own logic, and shows the trail it took to get there.
Multimodal perception
Reads documents, screenshots, spreadsheets, and audio in the same pass — no separate pipeline per format.
Agentic workflows
Executes multi-app tasks end to end — drafts, checks, revises, and hands off only when confidence is high.
Persistent memory
Remembers decisions, preferences, and prior corrections across sessions, scoped per team and workspace.
Policy & governance
Every action checked against your rules first — spend limits, data boundaries, and approval chains, enforced.
Real-time retrieval
Pulls live data at the moment of decision instead of reasoning from a stale snapshot of your systems.
Every task moves through the same loop.
Ingest, reason, act, learn — Lumeenn narrates each hop so you can audit exactly why it did what it did.
01 · Ingest
Pulls in context
Gathers the relevant docs, tickets, and live data — deduplicated and ranked by relevance to the task.
02 · Reason
Builds a plan
Drafts a step-by-step approach, weighs alternatives, and flags anything it's uncertain about.
03 · Act
Executes the plan
Calls the right tools and systems in sequence, checking policy before every irreversible step.
04 · Learn
Keeps the correction
Feedback and edits get folded into memory, so the next run starts from where the last one left off.
Sits on top of the tools you already run.
Native connectors for the systems of record most teams standardize on — with an open API for everything else.
Start free. Scale when the work demands it.
Every plan includes the full reasoning engine — pricing tracks usage and governance needs, not feature gates.
For individuals evaluating Lumeenn on real work.
- 1,000 reasoning tasks / mo
- 3 workflow connectors
- 7-day memory retention
For teams running Lumeenn across daily operations.
- Unlimited reasoning tasks
- Unlimited connectors
- Policy & approval controls
- Persistent team memory
For organizations with dedicated compliance and scale needs.
- Dedicated capacity & VPC
- Custom data retention
- SSO, audit logs, SLA
Notes on building the engine.
Research notes, architecture decisions, and lessons from deployments — written by the team shipping it.
Why reasoning needs a memory, not just a context window
Context windows solve recall. They don't solve judgment that improves over time — here's the distinction and why it matters.
Read articleInside the policy layer that gates every agent action
How Lumeenn checks spend limits, data boundaries, and approvals before any irreversible step executes.
Read articleWhat changed when we let the model see its own plan
A small architectural change to plan visibility cut task failure rates significantly. Here's what we learned.
Read articleTell us what you're trying to automate.
Whether you're evaluating Lumeenn for a single workflow or a company-wide rollout, we'll route you to the right person within one business day.