What does the AI actually do with my list?

It reads your pasted tasks in one batch and assigns each a priority (urgent/high/medium/low/none), a category label (Bug/Feature/Chore/Design/Research/Task), and a rough story-point estimate. It's a starting guess to sort a messy list, not a certified estimate.

Is my task list stored or used to train anything?

This demo doesn't create an account or save your list anywhere — it's processed for the single request and returned to your browser. Nothing here is written to a Planoda workspace unless you sign up and add it yourself.

Why is there a limit on how many tasks I can paste?

This is a free, unauthenticated tool, so we cap it at 15 tasks (100 characters each) per request to keep it fast and abusive traffic in check. Sign up for unlimited issues with the same triage running inside your real workspace.

What happens if the AI call fails or is temporarily unavailable?

The tool falls back to a deterministic keyword-based guess so you always get a result — it just won't be as sharp as the full AI pass. You can always retry.

How does Planoda help beyond this demo?

Inside a real workspace, triage isn't a one-off paste — new issues get the same AI-assisted priority/label/estimate treatment as they're created, with an agent you can review and approve rather than a black box.

Free tool

Triage your backlog with AI

Paste a messy list of tasks — one per line — and AI assigns each a priority, a label, and a rough estimate in one pass.

Your backlog (one task per line)

5/15 tasks

Triaged results

Paste your tasks and click Triage with AI to see each one prioritized, labeled, and estimated.

One AI pass classifies the whole list at once. Modeled guess — not a guarantee, and nothing here is saved.

Create these in your workspace See the product

In short

Paste up to 15 tasks (one per line, 100 characters each) and AI classifies all of them in a single pass.
Each task gets a priority (urgent/high/medium/low/none), a category label, and a rough story-point estimate.
If the AI call is unavailable, a deterministic keyword-based fallback still returns a result — the tool never just errors out.
Planoda applies the same AI-assisted triage to every new issue inside a real workspace, with propose/approve review instead of a black box.

FAQ

Triage questions

More about the AI backlog triage demo.

Ready to ship?

Bring AI triage into the work itself.

Planoda triages, labels, and estimates every new issue as it's created — inside your real workspace, with an AI agent you review and approve.

Start free See the product