Start with a concrete video workflow, not a vague AI demo.

Seven-step beta evaluation

1. Create a beta workspace.
2. Choose one representative video class.
3. Run bounded processing or demo workspace.
4. Open scene_graph.json, evidence_bundle.json, and cost.json.
5. Ask three evidence-grounded questions and one ambiguous question.
6. Check review_required and confidence boundaries.
7. Decide whether to request more capacity.