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An AI project-management layer for Trello

Spots project risks with clear rules, then writes the founder's weekly report.

A working sample we built to show how we would solve a problem like this. It is not a delivered project.

In plain terms

An AI-assisted layer that watches a project board and tells the founder what needs attention. It spots overdue, blocked, over-budget, stale and decision-pending work, then writes a short plain-English report. The spotting is simple arithmetic, not AI guesswork. The AI only writes up what was found.

  • Risks are found by clear rules, so they can be checked.
  • The report reads like a person wrote it.
  • Trello stays the single source of truth.

What this does not claim: The board used six invented cards, not a real board. The report text and the AI cost are real, but nothing was connected to a live board.

Technical details

Trello custom fields feed rule-based risk detection (overdue, blocked, over-budget, stale, decision-pending); an LLM drafts the report from the detected findings; the output goes to a founder decision queue delivered by Telegram or email (stubbed in the demo).

  • Trello custom fields
  • Python
  • OpenRouter (LLM)
  • Telegram / email (stubbed)

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