How to collect translator and designer feedback on AI image translations

Collect useful feedback by naming the issue, pointing to the exact image region, assigning the right owner, and recording what must be rechecked. Keep language decisions separate from design decisions. A comment such as "fix the translation" is too vague; a comment that identifies the phrase, issue type, approved wording, and owner can guide a revision.

This workflow does not assume a built-in comment or approval system. A shared document, issue tracker, or another team-approved record can hold the same fields. The method matters more than the tool.

Classify feedback types

Give reviewers a small issue vocabulary before they start. Too many labels create debate, while one generic label hides who should act. A practical review can separate language, factual, typography, layout, and image-detail issues.

Allow one comment to have a primary issue and a secondary effect. For example, a longer translation is a language decision that may create a layout problem. Do not merge both into one unclear instruction. The translator proposes or approves the wording; the designer decides how it fits.

Use pass, revise, reject, and question as review states. A question is not approval. It remains open until an owner answers it and the reviewer checks the result again.

Capture exact image locations

Every comment should identify where the problem appears. Use a region name, numbered callout, crop, or coordinates from an external review tool. Do not claim that the image product provides those controls.

A useful comment includes:

• asset ID and version;
• target language;
• region or callout number;
• visible source and output text;
• issue type and severity;
• requested action or question;
• owner and status.

Write what is visible before suggesting a cause. "Bottom badge, final word is missing" is an observation. "The model ignored small text" is a diagnosis that may not be proven. The first statement is safer and easier to verify.

Attach a crop when a comment concerns spacing, artifacts, or a small visual detail. Keep enough surrounding context to show where the region sits in the whole image. A close crop without context can hide a hierarchy problem.

Use stable region names across revisions. If R3 is the lower-right offer, keep that label even after the wording changes. Stable references prevent a review thread from drifting to the wrong text area.

Separate language from design changes

Language review answers what the text should say. Design review answers how the approved text should appear. Both matter, but they should not silently rewrite each other's decisions.

When a phrase does not fit, the designer should not shorten it without language approval. The reviewer can report the available area, legibility problem, and line-break options. The language owner can then approve shorter copy or keep the original and request a layout change.

Use a handoff table:

Record whose decision is final for each issue. Team structure varies, so assign the roles that fit the workflow and make the ownership visible.

Track revisions

Create a new version when the image changes. Do not overwrite the review record for the failed version. The old comments explain why the next version exists and help reviewers check whether the requested change caused another problem.

A revision record should include the source asset, output version, open issues, resolved issues, owner, reviewer, and decision. Link the new version to the previous one. Preserve rejected states rather than deleting them from the history.

After a revision, recheck the changed region and scan the full image. A wording fix may change line breaks. A layout fix may damage the background. A visual repair may alter a name or number. Narrow rechecks miss these side effects.

Do not attach an efficiency or quality claim to this workflow without measured results from the team using it. The record shows what happened to each issue; it does not prove a faster turnaround or a specific improvement rate.

Close a comment only when the owner has acted and the reviewer has verified the new version. Changed is not the same as approved.

Close the loop with approved examples

An approved example can teach future reviewers what the team accepted and why. It should include the source, target-language brief, annotated issue, revision, final result, owner decision, and any limitation that remains.

Choose examples from the team's own authorized workflow that show real judgment, including rejected work when it explains an important rule. Record the actual decision and its evidence instead of constructing a sample case after the fact.

Keep examples scoped. An approved Spanish line break does not create a universal rule for every language or image. Record the market, asset type, and review reason so another team member understands when the example applies.

Before reusing an example, confirm that the asset may be shared and that names, private client information, and reviewer details are handled appropriately. A sanitized example should still preserve the decision logic.

The loop is closed when the issue has a precise location, named owner, reviewed revision, final state, and retained rationale. Until then, it is an open review, not an approved image.