Most video QC tools are either expensive broadcast hardware or manual checklists. Auto QC is different: a hybrid architecture that combines video signal processing with AI — running 14 automated checks on every upload: Bad edits, brightness, blur, background noise, silence detection, speech clarity, platform compliance, typo detection, safe zone check, subtitle refinement. Upload your video. Go grab a coffee. Come back to a timestamped QC report.