KEY TAKEAWAY
MEASURABLE
Every token tracked. Every dollar counted.
83% tokens saved
Not estimates. Actual tokens served vs full-file baseline, per bucket. Dollar costs from live model pricing.
AI text/layout recreation from video frame; verify against source image.