Automating Long-Form Content Translation in WordPress with Chunked AI Processing

Nexu AI Translator is an automation layer for WPML Translation Management that turns assigned translation jobs into a reliable AI-driven pipeline. When content is assigned to the AI translator, it is queued, processed in the background, translated via a selectable AI provider, and then completed back into WPML—reducing manual steps while keeping WPML’s job model intact. It’s built to handle “real content,” including long pages that need to be processed safely without breaking format or structure. Operationally, the product behaves like a translation operations console: you get queue visibility (pending/processing/completed/failed), progress and “time ago” status, job prioritization, retries, and recovery for stuck work. It supports chunking with persisted progress so work can resume after timeouts or crashes, plus admin tools for manual processing, clearing locks, diagnostics, and controlled cleanup/retention of old completed items and logs. Bulk and targeted re-translation workflows