Lumiérault doesn't store documents and it doesn't rely on a context window. It builds a structured model of how your organization actually works: the people, the processes, the decisions, and the logic that connects them. That model lives independently of any AI. Switch your LLM tomorrow, adopt the next breakthrough model, or replace your entire AI stack.
Your organizational knowledge stays exactly where it is. Nothing is lost. No vendor owns it. Your company's intelligence belongs to your company. And because the knowledge graph lives independently of any LLM, every AI agent you deploy today or tomorrow can draw from the same trusted source. Switch models. Change your stack. Your organizational truth stays intact.
The knowledge layer every AI agent in your company shares.
Your AI agents today start every session from scratch. They don't know how your company makes decisions, what's been tried, or what's actually true right now. Lumiérault fixes that with one shared, evolving knowledge graph behind every agent you deploy.
Proven from day one.
100+
Knowledge pieces captured per team on day one.*
90+
Minutes saved per person per week.*
0
Minutes of setup. It just works.*
*Calculated for a team of 15 averaging 10 interactions per week. McKinsey estimates knowledge workers spend 19% of their workweek searching for information.
A belief graph.
That gets smarter with every interaction.
Lumiérault doesn't store what people write. It captures what your organization believes, and why. Every input generates atomic evidence. Evidence accumulates into beliefs. Beliefs have confidence scores. Contradictions are surfaced, not buried. The result: a knowledge graph that reflects the current consensus of your entire organization, not a frozen snapshot of what someone documented last quarter.
Learns by observing. Lumiérault captures every interaction, decision, and solved problem automatically and converts them into structured evidence. No manual documentation. No setup.
Knows what's real. Beliefs strengthen with evidence and decay when contradicted. One outlier registers, but it doesn't rewrite consensus. The more voices align, the stronger the belief. That's how organizational truth actually works.
Yours only. Designed from the ground up so your raw data stays yours. Knowledge reaches only the people who need it.
A living model of your business
Everything that makes your company work.
People
Processes
Systems
Responsibilities
Tasks
Decisions
Dependencies
Value Streams
Expertise
Beliefs
Evidence
Confidence scores
Contradictions
Built for the age of AI agents
Generic AI agents are powerful. But they all share the same blind spot: they don't know how your company works. They operate on context windows and summaries that are outdated the moment they're created. Lumiérault is the layer underneath: a shared, trusted brain that every agent in your company can query, one that understands how your business acts, not just what it has written down.
Frequently Asked Questions
Generic AI can make any company faster. What it can't do is make your company more distinctly itself. Your organization has built real knowledge: how your teams work, what your best decisions looked like, and what makes your product different. None of that sits in a foundation model. It lives in your people and your processes.
Every company using the same AI, trained on the same data, prompted the same way, converges toward the same outputs. The more your competitors rely on generic AI, the more they start to look like each other. Your uniqueness is not a soft concept. It is your most defensible competitive asset. The companies that win with AI agents won't be the ones who deployed fastest. They'll be the ones whose agents understood them deepest.