Clarity-first project planning
Plan the work.
Don't administer it.
Argile Focus is the AI-powered system of work for agile teams - turning rough briefs into ship-ready plans before the first ticket is written.
Bring clarity to how work gets done
Start with intent
Turn ideas into clear, actionable work - before anything gets built.
Define success upfront: Know what you’re trying to achieve before breaking work into tasks. Argile helps you start with outcomes, then shape the work that delivers them.
Keep everything connected: From a single initiative to a full roadmap, your work stays structured and easy to follow as it grows.
Know when you’re ready to start: Our Clarity Score shows when your work is defined well enough to move forward—reducing confusion and rework.

See how it all fits together
Follow the journey from idea to outcome
Scroll to explore
Break the problem down
A single outcome can feel overwhelming. Break it into clear goals - now it's a set of solvable parts.
Each goal gives you a way to move forward without losing sight of the bigger picture.
Q3 Product Roadmap
Launch the new customer portal
Design the user experience
3 focuses | ~2dBuild the core platform
4 focuses | ~1wPrepare for launch
2 focuses | ~3dChoose where to focus
Not everything at once. Choose one area and define it clearly before you begin.
Progress doesn't come from doing more. It comes from focusing on what matters.
Build the core platform
Build the onboarding flow
Result
New users complete setup within 5 minutes
Condition
Must support SSO
Boundary
No custom branding v1
Clarity comes first
Before any work begins, define what success looks like.
The Clarity Score shows how well-defined your Focus is - so you know when you're ready to move forward.
Build the onboarding flow
Create a guided setup experience that helps new users configure their workspace and invite their team within the first five minutes.
Results
New users complete setup within 5 minutes
Team invitations sent during onboarding
Workspace configuration persisted correctly
Conditions
Must support SSO providers
Accessibility compliant (WCAG 2.1)
Boundaries
No custom branding in v1
Exclude enterprise provisioning
Needs definition
Break it into action
Small, intentional steps. Sized to be started. Sized to be completed.
When work is clear, action becomes obvious.
Design the welcome wizard screens
Implement account setup API
Build the guided setup flow
Write onboarding integration tests
From brief to plan - instantly
Start with a simple idea. Advisor builds the entire structure for you in seconds.
Skip the blank page. Start with clarity.
Progress you can see
Every action moves something forward. No busywork. No guesswork.
You're not just completing tasks - you're delivering outcomes.
Design the welcome wizard screens
Implement account setup API
Build the guided setup flow
Write onboarding integration tests
Deliver a production-ready customer portal
Everything connects
Every action leads somewhere. Every goal matters.
You didn't just complete tasks - you delivered an outcome.
Work isn't slow. It's unclear.
See it for yourself
Explore a live canvas and experience how it all fits together.
Work isn't slow. It's unclear.
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Coming from another tool?
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From the blog
Thinking out loud
Why Backlog Refinement Feels Like So Much Work
Refinement often feels heavy because teams are trying to resolve ambiguity and document the work at the same time. When understanding comes first, refinement becomes what it was meant to be.
3 min readFrom Brief to Backlog: How AI Can Structure an Initiative End-to-End
A walkthrough of how AI can take a plain-language brief and turn it into a complete initiative - Goals, Focuses, Actions - without you writing a single ticket.
4 min readWhy Connecting Your Tools Isn't Enough
When everything lives in one place, it's easier to navigate. But even well-connected tools can't fix unclear work. Clarity has to come first.
2 min read