A new way for your team to review and improve what your workflows produce.

Select any text in an output and leave feedback directly on it. A feedback panel lets you filter, search, and work through items efficiently.

In the workflow builder, feedback appears right on the canvas so you can see exactly where issues were flagged. From there you can resolve items, replay the original run, view the historic output, or export feedback to a data table for reporting.

Turn feedback into tests — when someone flags an issue, convert it into a test case that catches the same problem in future. Useful for tightening up invoice extraction or quote accuracy over time.