Case Study: AI Voice in Production — What Actually Works at Scale

Session details:

As AI voice moves into real production environments, studios and platforms face practical questions around quality, creative trust, and scalability. In this roundtable led by Oz Krakowski, CBDO at Deepdub, the discussion draws on real-world deployment across more than 300 hours of content live on major streaming platforms. Using the Verbit and Deepdub partnership as a case study, combining Verbit's AI-powered captioning platform with Deepdub's eTTS technology to automate multilingual dubbing at scale, the session will explore what is working today, where human oversight remains essential, and how AI and traditional dubbing workflows can be combined to meet different quality and budget expectations. Participants will exchange practical lessons on managing risk, building internal confidence, and scaling AI-driven localization responsibly.