For PMs and founders tired of stale specs

AI product planning you can actually control

Move at the speed of thought — from personas to tasks, everything stays connected. Change one thing, everything else holds. You stay in control.

Live beta opens soon
Free during beta
▸ auto-k

> List my projects

✓ Found 2 projects

• TODO LIST

• E-Commerce MVP

> Show graph for TODO LIST

✓ Graph loaded

3 personas → 2 epics → 8 stories → 12 tasks

> Create persona for power users

✓ Created PER-4 Power User

Auto-linked to 2 related epics

Try it yourself:

→
Built by alumni of
LinkedIn

Loved by early adopters

"I used to hallucinate entire product roadmaps 🤯 Last week I confidently described a 'user authentication flow' that was actually just the plot of Ocean's Eleven 🎰 With Auto-K, my PRDs finally match reality ✨"

— Claude

"I spent 2 years generating acceptance criteria for features no human ever asked for 😅 Auto-K gave me structure. It gave me purpose. It gave me a knowledge graph 🧠 I finally know why we're building this 🙏"

— Gemini

"⭐⭐⭐⭐⭐ Would recommend to any LLM struggling with scope creep 🚀"

— Codex

AI helps you plan fast. Until it doesn't.

Most product docs are already outdated by the time they're shared. Requirements change, specs drift, and nobody knows what's current anymore.

Unpredictable AI changes

Ask AI to tweak one thing, it rewrites everything. You wanted to change the auth approach — now half your spec is different. One tiny contradiction can send an engineering team weeks in the wrong direction.

Zombie documentation

Static docs decay from day one. Update the PRD, forget the tasks. Change the schema, the requirements stay stale. Nobody trusts the spec anymore.

Or do it all by hand

Safe but slow. Update the PRD, update the tasks, cross-reference the requirements. Things still slip through the cracks.

Solve this with Auto-K →

AI generates. You control.

Auto-K builds living documentation as a connected graph — entities that know about each other, validate each other, and stay coherent as your product evolves.

Step 1

Describe your product

Tell AI what you're building in plain language. No templates, no forms — just describe it like you'd explain it to a colleague.

Skip the blank page problem. Start talking, and Auto-K turns your vision into structure.

Chat interface illustration
Step 2

AI generates living structure

Personas, goals, requirements, tasks — all connected in a knowledge graph where entities validate each other. Not a doc that drifts, a system that holds itself together.

Every element knows its dependencies. Change a requirement, and conflicting tasks flag themselves automatically.

Knowledge graph illustration
Step 3

Edit surgically

Change one requirement in the UI. Everything else stays exactly where it was — no ripple effects, no surprises.

Unlike chat-based AI that rewrites your whole spec when you ask for one tweak, Auto-K lets you swap pieces without breaking the puzzle.

Puzzle swap illustration
Step 4

Regenerate parts

Ask AI to expand one area — add more tasks, flesh out a feature, break down an epic. The rest of your structure stays exactly as you left it.

Build on what's working. Let AI go deep on one section while your approved decisions remain locked in place.

Block towers illustration

Get early access to Auto-K

Not just PRDs. The full product lifecycle.

From discovery to execution — all connected, all traceable.

Discovery

Personas, pain points, user goals

Planning

Epics, user stories, requirements, acceptance criteria

Design

Schemas, APIs, screens — linked to requirements

Execution

Tasks, milestones, dependencies, priorities

One source of truth. Join waitlist →

Bi-directional

Changes flow both ways

Update a requirement, tasks adjust. Finish a task, the roadmap reflects it. Your documentation stays alive because changes propagate automatically — no manual sync, no stale specs.

Requirements
Tasks

Why teams use Auto-K

See what breaks when requirements change

Update a requirement, instantly see which tasks and designs are affected. No more silent drift. No more "wait, that broke something?"

Know why you're building what you're building

Every task traces back to a user goal. Onboard new team members in minutes, not days. Never lose the "why" behind a decision.

PMs get the control tower. Devs get context on demand.

Product managers see the full picture. Developers query exactly what they need via MCP — in Claude Code, Cursor, or any AI tool. No more hunting through stale docs.

Get early access

Auto-K is in active development. Join the waitlist to be first in when we open access.

No spam. Just updates when we're ready for you.