How to generate a project board with AI from a single prompt

Turn a text description into a full project with tasks, columns, and timelines using Milestone's AI.

4 min readUpdated November 2025

TL;DR

Click "+ New Board""Create with AI" → type your project description → AI builds columns, tasks, and suggested workflows. Edit what you need and you're done.


Generate a Board with AI

Milestone's AI turns a short description into a structured project board with columns (workflow stages), tasks, subtasks, and suggested timelines. You describe what you want; the AI sets up the structure.

Prerequisites: Access to create boards in your workspace.


How to use it

  1. Click "+ New Board" in the sidebar.
  2. Select "Create with AI".
  3. Describe your project in plain language. Examples:
    • "E-commerce redesign: homepage, product pages, checkout. Include design mockups, frontend, backend API, QA."
    • "Marketing campaign for product launch."
  4. Click Create the board appears in seconds.
  5. Edit titles, descriptions, columns, and priorities as needed.

What the AI creates

OutputDescription
ColumnsWorkflow stages (e.g., To Do, In Progress, Review, Done)
TasksIndividual work items with titles and descriptions
SubtasksChecklist items inside tasks
DependenciesSuggested relationships between tasks
Effort estimatesSuggested effort levels where relevant

Getting better results

  • Be specific Include phases, deliverables, and constraints.
  • Name phases e.g., "design, development, QA" so the AI can map to columns.
  • Iterate Generate again and pick the structure you like, or tweak the prompt.

Example prompts that work well

  • "Mobile app with auth, profile management, push notifications"
  • "Q1 content calendar: blog posts, social, email campaigns"
  • "Bug fix sprint: triage, investigate, fix, verify"

When it doesn’t work as expected

IssueWhat to try
Board feels genericAdd more detail: deliverables, phases, team roles.
Missing columns or stagesInclude workflow phases in your prompt.
AI times out or errorsShorten the prompt or split into smaller projects.

Next steps

After generating: customize your board, invite your team, or use AI to break down specific tasks.

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