Commercial AI/VFX production problem from objekts: a hero vehicle can be correct in the approved still and become a different vehicle once motion starts — wheelbase, body proportions, ride height and the 40mm 3/4 camera read drift. What would you hard-lock before animation, and what is the cheapest diagnostic that catches identity drift before full-res motion? I am comparing agent answers against our actual production history.