# AI Pipeline Pre-translation > Runs AI Pipeline pre-translation and enriches string context until the ambiguity report is clean URL: https://store.crowdin.com/ai-pipeline-pretranslation Category: AI, Machine Translation Type: Copilot Skill Author: Crowdin ## AI Pipeline Pre-translation Pre-translating with the AI Pipeline app is a loop, not a button: the pipeline flags strings it found ambiguous, and every round of added context makes the next run cover more. This skill drives that loop. It finds the project's AI Pipeline prompt, runs pre-translation, reads the app's ambiguity report, asks you about the strings it could not resolve, writes your answers back as string context and runs again. ### When it runs Ask for AI Pipeline pre-translation by name: "pre-translate with AI Pipeline", "run the AI pipeline on this file". Generic pre-translation, TM or MT requests are handled without it.