Graded F on resilience. In Vannus's assessment it has not disclosed which model it runs — a thin layer over someone else's foundation model.
Video generation platform built around Marey, a model the vendor markets as "Trained on licensed data" rather than scraped web video, positioned at film and advertising production. The site footer names 'Moonvalley AI Inc.' but publishes no registered address or country of incorporation.
Not disclosed. Moonvalley does not publish which model it runs, so this criterion is excluded and the grade rests on what we could verify. We say so rather than guess.
Not yet assessed. We publish a sovereignty position only where the vendor documents one — we do not infer it from a domain or a company name.
Vannus grades Moonvalley against nine dimensions of trust — data sovereignty, training privacy, compliance posture, operational resilience, exit portability, and more. The heaviest criterion asks whether the tool builds its own AI or resells someone else's model; where the vendor discloses it, the grade cites the vendor's own documentation. No paid placements — scoring is walled off from affiliate revenue. See the methodology →