AI content production at scale (22 videos, not concept)
Character and style consistency across 22-video catalog — the same challenge studios solve with proprietary LoRAs
Hook + retention engineering (83.4% stayed-to-watch, industry avg ~45%)
Multi-tool fluency across image, video, voice, audio
Self-directed creative — no client briefing, built ground-up
Monetized: revenue per view in top quartile of niche (USA, women 18-44y.o.)