Yes. Premiere Assistant uses cloud-based AI for transcription and automation, so you'll need a stable internet connection during processing.
Before starting Premiere Assistant, make sure you're on a stable internet connection. An upload speed of at least 200Mbps is recommended.
You can test your speed here: https://fast.com/