Feature detail
Feature library
Correct This Fill turns a near miss into a reusable improvement.
When TextsBert gets close but not quite right, Correct This Fill lets you fix the result and carry that improvement into future work on the same site or pattern.
Refine resultsCarry corrections forwardRepeat site improvementsHuman control
Correct This Fill is the correction layer for repeated portals and fields that deserve refinement over time.

Why a correction flow matters
Real work rarely fits a perfect first pass. Correct This Fill makes the product more practical because you can teach from a real result instead of starting the whole configuration story from zero.
- Fix a near miss without abandoning the workflow
- Carry forward a correction into later work on similar fields
- Keep improvements tied to real usage instead of guesswork
How it fits the trust model
Correction improves future results while preserving the same safety model: review stays visible and the user still controls the final outcome.
- Improves repeat accuracy without hiding the review step
- Works alongside Teach a Meaning and Teach a Pattern
- Fits daily work on real, messy portals
Related pages