Manage less.
Ship more.
Milestone is the AI project management tool that creates your boards, breaks down your tasks, and surfaces what matters — so your team spends zero time managing and all of it shipping.

Your board just got a brain.
Milo reads every task, scores its health, takes action when things slip, and talks to your team, so nothing falls through the cracks.
Every task gets a health score. Zero setup.
Milo evaluates 9 dimensions: description quality, assignee load, deadline risk, dependencies, and more.
The ones dragging your board down surface instantly.
Implement User Profile Management
Testing and Validation
It doesn't wait for you to notice. It fixes things.
Vague description? Rewritten.
Task overdue with no update? Flagged.
Assignee hasn't responded in a week? Slack DM sent. Milo runs on a schedule and takes real action: comments, rewrites, notifications, without you lifting a finger.
Rewrites vague or incomplete task descriptions
Flags overdue tasks, missing assignees, stale work
Notifies the right person via Slack DM or comment
Ask it anything about your project.
“What's at risk this sprint?” “Where's the bottleneck?” “What should we pull first?” Milo reads your board, your team's habits, and your deadlines and then answers with specifics and the reasoning behind them.
Six ways AI does the boring parts for you.
Describe it. Done.
Tell Milestone what you're building. Get a fully structured board with tasks and milestones in seconds.
Try it out
Talk to your tasks
Ask any task to break itself down, estimate effort, or explain blockers. It actually answers.
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Turn chaos into clarity
One click transforms a wall of text into a clean, ordered checklist your team can actually execute.
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Rough notes in, polished docs out
Paste your messy meeting notes. Get structured specs, briefs, and docs - formatted and ready to share.
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Ask, don't search
"Show me all blocked backend tasks from this sprint" - just works. Search across tasks, docs, Slack, and Gmail in plain English.
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Know where you actually stand
See what's shipping, what's stuck, and where your team's time actually goes. No dashboards to configure.
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Describe it. Done.
Tell Milestone what you're building. Get a fully structured board with tasks and milestones in seconds.
Try it out
Automate the grind. Keep the context.
Workflows that run without you, and docs that live where the work happens.
Set it once. Never think about it again.
Create powerful workflows that handle repetitive tasks automatically.
Docs that write themselves. Right where you work.
Create, edit, and enhance documentation with built-in AI assistance.
Teams are already shipping with Milestone
From early access users and beta testers building real products.
"I've tried every project management tool out there, and this is the first one that actually feels like it was built for how teams really work. Setting up a new board takes seconds, not hours."
Daniel Kovacs
Sr. Engineer, Windscribe
"The milestone tracking combined with GitHub integration has completely transformed how our engineering team ships features. We can see exactly what's blocking a release without jumping between five different tools."
Lena Ishikawa
Engineering Lead, Campfire Labs
"Task-level chat is a game changer. My marketing team used to lose context in endless Slack threads. Now every conversation lives exactly where it belongs, right next to the work itself."
Marco Ventura
Head of Growth, TechToDog
"The AI board creation blew my mind. I described our sprint goals and had a fully structured board in 10 seconds. Would have taken me an hour in Jira."
Ava Chen
Product Manager, Stackline
"Key Actions has saved my team hours every week. Instead of digging through dozens of tasks to find what actually needs attention today, it surfaces exactly what matters."
Ryan Osei
Founder, ShipKit
"The AI documentation features are incredible. I can turn rough notes from a brainstorming session into a structured project brief in seconds."
Sophie Bergmann
Head of Design, Forma Studio
"We switched from Monday.com and the difference is night and day. No more configuring 50 automations just to get basic workflows running. Everything just works out of the box."
Tomás Reyes
CTO, Patchwork
"Find Mode is the killer feature nobody talks about. I can search across tasks, Slack messages, and docs in one place. It's like Spotlight for your entire project."
Priya Nair
Engineering Manager, Clearbit
"I've tried every project management tool out there, and this is the first one that actually feels like it was built for how teams really work. Setting up a new board takes seconds, not hours."
Daniel Kovacs
Sr. Engineer, Windscribe
"The milestone tracking combined with GitHub integration has completely transformed how our engineering team ships features. We can see exactly what's blocking a release without jumping between five different tools."
Lena Ishikawa
Engineering Lead, Campfire Labs
"Task-level chat is a game changer. My marketing team used to lose context in endless Slack threads. Now every conversation lives exactly where it belongs, right next to the work itself."
Marco Ventura
Head of Growth, TechToDog
"The AI board creation blew my mind. I described our sprint goals and had a fully structured board in 10 seconds. Would have taken me an hour in Jira."
Ava Chen
Product Manager, Stackline
"Key Actions has saved my team hours every week. Instead of digging through dozens of tasks to find what actually needs attention today, it surfaces exactly what matters."
Ryan Osei
Founder, ShipKit
"The AI documentation features are incredible. I can turn rough notes from a brainstorming session into a structured project brief in seconds."
Sophie Bergmann
Head of Design, Forma Studio
"We switched from Monday.com and the difference is night and day. No more configuring 50 automations just to get basic workflows running. Everything just works out of the box."
Tomás Reyes
CTO, Patchwork
"Find Mode is the killer feature nobody talks about. I can search across tasks, Slack messages, and docs in one place. It's like Spotlight for your entire project."
Priya Nair
Engineering Manager, Clearbit
Questions? We've got answers.
Everything you need to know before you start building.
What would your team build if project management ran itself?
Describe what you're building. Milestone creates the board, breaks down the work, and keeps everything moving. You just ship.
