Videos travel the internet constantly. Every social platform, messaging app, and website depends on them. Yet many people only notice a problem when a file refuses to upload or takes hours to send.

AI is compressing software delivery timelines, forcing companies to rethink how engineering work gets done. For mid-sized organizations, the challenge isn’t a lack of talent or tools — it’s ...