The Product Filmmaker
Product video sells equipment, but filming hundreds of SKUs is economically absurd for a mid-size store. Generation engines change the math.
For each slot, the system picks a product, writes a scene where a recurring character presents it — a talking head with a personality, not a stock avatar — and renders the clip with a state-of-the-art video model. Speech quality is scored automatically; a clip below threshold is regenerated until it passes or the slot is skipped.
Character formats are developed and retired based on performance data the system collects itself. New show, same factory.
Catalog in, clips out
Products flow from the store database into scripted scenes automatically — hundreds of SKUs become a content backlog.
Speech scored 10/10
Automated speech-quality scoring gates every render; the current character format holds a perfect clarity score.
Formats as experiments
Characters are A/B experiments with collected metrics — kept, tuned or replaced by the data.