Fix output misses before they reach your catalog

Visual Fix takes outputs that don't meet your required quality or fidelity threshold and either retries them automatically until they pass, or routes them for manual review with a confidence score attached.

Fidelity Raters identify and score what's wrong. Visual Fix acts on that result, regenerating the output or sending it for review.

Auto Fix automatically retries outputs that fall below your fidelity threshold, adjusting parameters or switching models rather than repeating the same generation. In fashion, where the issue can be localized, the retry goes back with a corrected prompt targeted at what actually went wrong, then Auto Fix scores the new result again.

Manual Fix is the review path for outputs that need a person's judgment. It isolates uncertain cases and attaches a confidence score, so reviewers know exactly where to focus instead of re-checking everything from scratch.

No. Retry limits and quality thresholds are configured with your Solution Engineer as part of the workflow, since every retry has a cost. Outputs that can't be resolved automatically are routed for manual review instead of looping indefinitely.

Yes. Brush Fixer is a manual, single-image correction tool already live in the webapp and mobile app, for scribbling in a fix yourself on one image at a time. It's built for individual editing sessions rather than catalog-scale volume, so for outputs at your scale, Auto Fix and Manual Fix are the tools doing that work.

Visual Fix runs inside configured Visual Agents workflows, alongside Visual QA, Create & Transform, and Fidelity Raters. Visual QA and Create & Transform are also available as standalone API products; Visual Fix is part of the end-to-end workflow today, not standalone. Talk to your account or Solutions Engineering team about the setup that fits your production flow, or raise standalone access if that matters for your team.

The guarantee is an option you add to a Visual Agents contract. Your agent runs its own retry loop first, and the guarantee covers outputs that still miss after that loop has run.