AI-native product development process

The AI-native pipeline from PRD to production docs.

Laminar is the agent-driven workspace where product requirements become staged specs, then live documentation - automatically. The result: a single source of truth that makes your organization AI-ready across code development, customer support, and sales.

AI drafts every PRD
Auto-staged for review
Promotes to live docs on merge
Docs mirrors production code
No more human errors

Sounds familiar?

The documentation problem every PM knows

I'll update the docs after we ship.

They shipped six features since. Every doc describes a product that no longer exists. New hires onboard to a fiction.

Support keeps escalating tickets engineering already answered.

Support does not know what engineering built. Your docs are 14 months behind. You are paying two teams to solve the same problem.

We need to be AI-ready before our competitors are.

Your AI assistant is only as good as your documentation. Right now it is trained on stale text that contradicts your live product.

How it works

The AI-powered documentation workflow

Six steps. One continuous loop. Your product knowledge stays alive.

📄

Step 01

Create product documentation

Brief Laminar in a sentence. Get structured, living docs built on your templates and past decisions - in seconds.

✍️

Step 02

Draft PRDs

Turn a feature idea into a full PRD. Laminar draws on a RAG knowledge base — your existing features, PRDs, and code — so every draft fits your team's process and history.

🔌

Step 03

Connect your coding LLM via MCP

Expose verified docs to Cursor, GitHub Copilot, or any MCP-compatible tool. Your devs' AI gets accurate, up-to-date answers.

🔍

Step 04

Recon against code

Every merged PR triggers a freshness check. Laminar flags drift and proposes targeted updates before docs fall behind.

Step 05

Live document changes

Documentation lag measured in minutes, not quarters. Docs stay accurate automatically as your product evolves.

🚀

Step 06

Organization ready for more AI

Your knowledge base becomes a live graph. Every AI tool in your stack - today and tomorrow - runs on verified truth.

Your organization - perpetually AI-ready

Use cases

Built for the way you actually work

01AI Founder · Solo PM

Ship fast. Keep every doc synced to the live product - automatically.

  • Iterate at full speed without the documentation debt that slows teams down
  • Laminar keeps your knowledge base accurate as your product evolves in real time
  • An up-to-date knowledge base powers better AI across support, sales, and engineering - your whole stack gets smarter as you build
Start building
02Engineering-aligned PM

Write PRDs with full product context. Ship them with confidence.

  • Laminar's agent researches your entire feature catalog before drafting - no more writing blind
  • Stage a PRD for review, then reconcile it against the codebase before it ever becomes live documentation
  • Automatic evaluation against tech best practices, so engineering builds the right thing the first time
See how it works
03AI-native Engineer

Your coding agent understands the spec - and everything related to it.

  • Connect Laminar as an MCP server and your CLI LLM can pull the live PRD directly into context
  • Agents automatically surface related PRDs and features so nothing gets built in isolation
  • Build to the actual, current requirements - not a stale doc someone copy-pasted into a Slack thread
Explore the MCP integration

What teams say

Trusted by product teams that ship fast

We used to spend a full sprint every quarter manually updating our product docs. Laminar cut that to zero - every merge just takes care of it.

Y
Yuki T.·Head of Product, Series B SaaS

As a solo PM at a fast-moving startup I can't afford to have docs live anywhere other than exactly where the product is. Laminar is the first tool that actually keeps up.

M
Marcus O.·Product Manager, Seed-stage startup

Our support team used to escalate things engineering had already solved six months earlier. Once Laminar's knowledge base was live, those tickets dropped off fast.

S
Sarah K.·Engineering Lead, Growth-stage B2B

Pricing

Pay for work done, not tokens

Start free. One credit wallet works across Laminar, Arc & Slack - you spend a Work Credit when an agent completes something, never per token.

Free
$0
forever
Pro
$9.99
/mo
Business
$19.99
/seat
Enterprise
Custom
all products

One platform

Three products, one engine

Laminar is part of Orchest - a shared AI engine with one knowledge base, one credit wallet, and the same integrations across every product.

Documentation that runs itself.

Start your free 14-day trial today. No credit card required.