Synthèse
Our partner team, which manages video translation and dubbing services, had an interesting challenge: their workflow required rewriting translated text so that the spoken duration matched the original video's pacing exactly, without altering the meaning. Historically, this strict constraint required maintaining a fine-tuned model. Their goal was to migrate to the latest out-of-the-box foundation model, guided purely by prompt engineering. Using this agentic framework, the team provided their gro
Our partner team, which manages video translation and dubbing services, had an interesting challenge: their workflow required rewriting translated text so that the spoken duration matched the original video's pacing exactly, without altering the meaning. Historically, this strict constraint required maintaining a fine-tuned model. Their goal was to migrate to the latest out-of-the-box foundation model, guided purely by prompt engineering. Using this agentic framework, the team provided their ground-truth dataset and baseline prompt.