Free to try · 40 agent turns a day

The feedback board for product teams

Drop in hundreds of customer comments and an agent sorts them into themes. Drag two notes to correct it, and it re-sorts the rest to match.

Try Stigi See how it works

Stigi's board with the labelled sample data loaded: the New cluster zone, the Unsorted tray and the starting themes

Sample datapre-sorted

200 comments, six starting themes, 50 unsorted

One board for every comment. The agent files them; you steer.

Every comment is a note and every theme a cluster. The agent reads the board through the same actions you use, so its moves land on your screen while it works.

Try it on the sample board

The whole Stigi board: the sample comments sorted into starting themes beside the Unsorted tray

Teach by dragging, not prompting

Drag a note onto New cluster, then drop a second note beside it.

The agent names the theme and pulls every matching note in from across the board.

Each note it moves shows a one-line reason, and your own drags always win.

Two notes dragged into a new Untitled cluster, the moment before the agent names it

From raw comments to a report in four steps

1Import a CSV
Paste or upload up to 500 comments, or load the sample board in one click.
2Sort with agent
The agent files the unsorted pile in batches of 25, with a reason on every move.
3Teach by dragging
Two notes in a new cluster are enough to show it a theme.
4Write the report
The agent ranks the themes with verbatim quotes; you edit it and export Markdown.

Two notes selected on the board, with the selection bar offering More like these

One action layer for you and the agent

A drag on the board and an agent tool call run the same move-notes action, with the same checks. Stigi is built on the Agent-Native framework: shared actions, shared data and shared app state.

Affinity sorting without the afternoon

Product teams sort feedback by hand with sticky notes and spreadsheets, and by the time the themes are named they are out of date. Stigi keeps the board live: correct one grouping and the rest follows.

Open blank notebook with a ribbon marker and a pencil lying across the pages on a dark wooden table

Questions about Stigi

What data does the demo use?

Every board starts empty. One click loads 200 synthetic sample comments for a fictional expenses app, labelled in the app. You can also import your own CSV.

Which model sorts the notes?

Claude Sonnet 5.5 through OpenRouter, inside the Agent-Native agent chat. The agent changes the board only through Stigi's actions.

Does the agent learn my preferences?

Your drags steer the board you are working on. Stigi does not train a model or carry corrections between sessions.

How much can I use it?

Each account gets 40 agent turns a day; dragging, editing and exporting are unlimited.

Can I take the results with me?

The insight report exports as a Markdown file you can paste anywhere.

Who built it?

A solo builder working with Claude Code, during the Agent-Native Hackathon by Builder.io in November 2026.