The Insight

Premiere Pro .prproj files encode how professional editors work. Every cut, every color grade, every audio adjustment is stored in the file. Zonic can decode these and extract the actual editing decisions.

The Training Signal

When an editor takes Zonic's rough cut and modifies it in Premiere, the difference between Zonic's plan and the final cut becomes the training signal. No explicit rating needed. The editor's actions say everything.

The Vision

Eventually, Zonic will decode finished .prproj files from professional editors who have never used Zonic at all. That enables supervised learning from the full body of professional editing behavior, without requiring any feedback loop.