Multilingual site translation and review portal

Reduce manual string collection and post-launch translation fixes while keeping locale quality under team control. For web and product teams running multilingual websites and apps, convert site code, CMS content, locale rules and reviewer corrections into approved per-locale translations applied to the live site. The benefit is a testable hypothesis, measured through approved locale strings per release and post-launch translation corrections; do not assume that AI output alone produces business value.

Confirm the buyer's problem and scope, collect site code, CMS content, locale rules and reviewer corrections, then follow this sequence: 1. Extract text strings from site or app code. 2. Generate context-aware translations per locale. 3. Let reviewers edit and refine translations. Resolve uncertain cases with qualified reviewers, approve approved per-locale translations applied to the live site, and measure approved locale strings per release and post-launch translation corrections against a documented baseline.

How the AI works

Use AI to interpret permitted inputs, suggest structured mappings and generate candidate outputs for the three stated task modules. Use deterministic code for string extraction, schema validation, hard constraints and reproducible tests. Review source-linked explanations and uncertainty before accepting results. One supported site framework and CMS pair; final locale wording and brand checks remain editorial. A model suggestion is never a verified fact, professional decision or authorization to act.

Safeguards

Preserve brand voice, source attribution, terminology accuracy and usage permissions. Locale owners approve substantive changes and publication scope. One supported site framework and CMS pair; final locale wording and brand checks remain editorial. Keep all consequential actions under authorized human control and do not fabricate missing inputs, permissions, professional judgments or market evidence.

What to build first

Pilot scope: One supported site framework and CMS pair; final locale wording and brand checks remain editorial. Implement one approved input format, a bounded representative case set and the first two task modules: extract text strings from site or app code; generate context-aware translations per locale. Support the third module with operator review: let reviewers edit and refine translations. Include source references, corrections, basic organization access, approval states, export and value measurement. Use managed operator assistance for unresolved exceptions. The cost estimate covers this narrow prototype, not unrestricted multi-tenant scale, complex production integrations, specialist certification or physical operations.

What it can connect to

Customer-owned site code, CMS content and permitted locale sources. Cloud asset storage, CMS import/export and publishing destinations. Start with file exchange and validate destination specifications before promising direct publishing. Start with authorized file exchange. Validate current provider access, usage rights and schema behavior before promising a connector.

The screens in detail

Primary screens: Source and locale setup, Translation table and canvas, Client review and publish. Use a project list for sites and locales, a central table for strings with a side-by-side visual canvas, and a right-hand panel for context, glossary and comments. Let users compare source and locale versions side by side. Display draft, changes requested and approved states per locale. Provide a client preview link with comments anchored to the relevant string or page element. Make the task-specific outcome approved per-locale translations applied to the live site visible beside its evidence, review state and value baseline.