Turn scattered product context
into work your team can ship.
Lumen helps product teams turn scattered conversations, decisions, feedback, and prototypes into governed, on-brand product work — built on a design system tailored to your product language and wired into your repo.
Move fast with AI. Keep the product consistent, accessible, and real.
The problem
AI makes prototyping fast. It also makes inconsistency easy.
The risk of vibe coding is the telephone game.
Without a shared system underneath the work, AI builds on the last prompt — not the full product language.
Colors shift. Spacing changes. Patterns get reinvented. Accessibility gets inconsistent. And the product carries every small interpretation forward.
That’s the gap Lumen closes. It gives AI a product brain and a system to work inside — tokens, components, patterns, rules, documentation, and product context — so your team moves fast without creating design debt at the same speed.
The pipeline
From conversation to prototype — and to production.
Your team already makes decisions everywhere: Slack, meetings, docs, Figma comments, tickets, client emails, product reviews. Lumen captures that scattered context, synthesizes it into a product brain, and turns it into a working system your team builds on — instead of asking AI to invent another screen from scratch.
From capture to ship.
Six steps, one governed path — how scattered input becomes shipped product.
- 01
Capture
Product decisions, requirements, feedback, and design notes are gathered from the places your team already works.
- 02
Synthesize
Agents turn scattered input into structured, traceable product knowledge — while preserving the raw source, versioned and diffable.
- 03
Prototype
Designers and product teams generate real product flows using your design system, not one-off AI output.
- 04
Collaborate
Because the output is real code in your repo, your team works the way engineers already do: branches, reviews, version history, and controlled handoff.
- 05
Validate
The work is checked for tokens, accessibility, regressions, visual drift, and build readiness.
- 06
Ship
Approved patterns and screens move toward production through the same system that created them.
Multiplayer
Built for teams, not solo prompts.
Vibe coding is single-player: one person, one prompt, one generated screen. Real product work is multiplayer.
Because Lumen delivers real code into your own GitHub repo — not a design-tool export or a locked sandbox — your team already has everything multiplayer needs: parallel work, reviews, version history, and a controlled path back into the system. It is AI-first prototyping inside the workflow product and engineering teams already trust.
Not one-off prompts. Not isolated prototypes. A shared system your team evolves together.
The system
Built atomically. Designed for AI.
Lumen is built from the smallest reusable pieces up: atoms become components, components become patterns, patterns become flows, flows become product. The system is token-driven, themeable, repo-native, and documented in a language people and agents can both understand.
Lumen replaces guessing.
With governed product language — named, documented, and readable by people and agents alike. Open any piece for the detail.
The result is not just faster prototyping. It is faster alignment.
Price
Start with the system. Grow into the product OS.
Your instance, your brand, your repo, and your product brain are yours. Start with the foundation, connect the full pipeline, or keep Lumen close as your system evolves.
Foundation
For teams that need a governed starting point.
- Themed design system
- Documentation UI
- AI prototyping setup
- Repo-ready collaboration model
- Team handoff
Product OS
For teams that want the product brain connected to the build pipeline.
- Everything in Foundation
- Product brain / wiki
- Custom agent workflows
- Custom skills
- Prototype-to-production pipeline
- Optional integrations
Ongoing acceleration
For teams that want the system to keep evolving with the product.
- New components, patterns, and product flows
- New AI skills
- System updates
- Priority requests
- No lock-in
Ready?
See how scattered context becomes shipped product.
The public site can explain the model. The demo can show the working system: real screens, real review gates, and the path from product brain to production-ready UI.