Meet Lumio
Your product control plane.
Lumio turns your codebase into a live product model, surfacing what matters so teams and agents know where to act, what it affects and what to do next. Because that model is grounded in the code, decisions are based on the product as it actually exists, not assumptions, stale documentation or fragmented memory. Teams navigate it. Agents query it. Change starts from what is true now.
What’s considered normal today
Piecing it together
You are handed a product you can’t see into. You inherit it, rebuild it on a new stack, or ship it faster than anyone can document. Customer setups vary, edge cases accumulate, and the people who understood how it all fits together are stretched thin, gone, or replaced by AI working from incomplete context.
Before anyone can act, the team has to piece together what is actually live across dashboards, AI chats, docs, Slack, old files and the code. And incomplete context has a habit of resurfacing later as duplicated work, regressions, workarounds and cleanup. By the time you have pieced it together, the product may already have moved on.
The price teams pay
Every question becomes a search party.
First you pay to reconstruct the context. Then you pay for what was missed.
The hidden cost of reconstruction
Of product questions are answered by asking a person rather than a tool.
To get to the answer to a single product question.
Spent finding and answering product questions in a mid-size organisation.
The hidden cost of rework
Of teams have built workarounds to fill the gaps.
Conservative floor for total product visibility leakage.
Central estimate for around 350 people, 100 engineers and 10 product teams.
All data derived from our research report: The State of Product Visibility 2026 →
How Lumio works
Structured product knowledge
Reads your repo
Read-only, the same access you already give Cursor or Copilot. Nothing to instrument.
Maps what’s actually there
Every journey, state and dependency. Not the plan, not the docs, not what someone remembers.
Gives you a picture
Where edge cases pile up, where the logic is fragile, and what only looks live.
When Lumio matters
Ground truth, read from the code
When product knowledge can’t keep up with product change, Lumio rebuilds it from what’s actually live.
AI-first product development
The situation
You’ve put coding agents to work on the real codebase. Now there’s more code, more PRs and more change than anyone can review, and no one’s sure what still holds.
With Lumio
Every agent works from the same live product model, with journeys, dependencies and constraints already understood.
Velocity you can trust.
Platform migration
The situation
You’re rebuilding the product on a new system. The old system was never documented, so QA has nothing complete to test against and the misses surface as production incidents.
With Lumio
Teams see what the product actually does before they change it, reducing the risk of gaps turning into rework or production issues.
A migration you control.
Onboarding and org changes
The situation
You’re onboarding new people while the org shifts around you, and the ones who knew how it worked have moved on. No one’s quite sure what’s actually there.
With Lumio
New teams inherit the product as it exists now, not a patchwork of handovers, old docs and institutional memory.
Grounded from day one.
Frequently asked questions
You can. Claude Code is very good at reasoning over your codebase and answering questions in the moment.
The difference is that each query starts from the code and the context you give it. Lumio builds a persistent product model underneath those queries, so teams and agents work from the same structured understanding of the product rather than reconstructing it each time.
Lumio is the product control plane that stays current, compounds understanding over time, and gives teams and agents a shared foundation to act on.
Claude Code gives you an answer. Lumio gives you the product model behind the next decision.
Pointing an agent at the code tells it what is implemented. It does not automatically tell it which parts of the product matter to the decision you are making.
The same codebase can contain legacy paths, different plans, variants, edge cases and dependencies that only become relevant in a particular intervention. Lumio provides the persistent structure behind that context, so an agent can focus on the part of the product that matters and understand what else may be affected.
That gives teams and agents a shared foundation for deciding where to act, what it affects and what to do next.
It reads your repositories, read-only (the same access you already give Cursor or Copilot), and turns them into a map of how your product fits together. We don’t use your code to train or fine-tune any AI model. Keep live secrets and credentials out of the repos you connect; the service isn’t built to ingest them. And you can have your data deleted on request.
It’s re-read straight from the code, not drawn by hand and left to rot. Re-scan, and it reflects what’s true now. That’s the difference from diagrams and docs: they’re a snapshot from the day someone last had time.
Effectively any stack. Lumio reads the code itself rather than plugging into one framework, so it’s language- and framework-agnostic. We’ve mapped .NET, TypeScript and Python codebases the same way.
Fast. Typically 20–30 minutes to map a whole product, read straight from the repo, with nothing to instrument. Larger or more tangled codebases can take longer.
Only your team. The map is yours and stays private. We don’t sell it, and we don’t use it to train AI models. You can have your data deleted on request; the full detail is in our DPA.
See for yourself
Book a call
Your product is changing every day. Lumio helps you keep up and decide with clarity.
What happens next
- 1
Pick a time
Choose a slot that works for you.
- 2
Spend 30 minutes with Julia
We’ll look at your product, where context breaks down, and what Lumio could reveal.
- 3
See if there’s a fit
No lengthy process. You’ll know whether Lumio is useful for your team.