A Formula 1 team already records everything: every stint, setup, sensor trace and strategy call. What it lacks is recall, the ability to ask "when did we see this before, and what happened?" in the time a car takes to reach pit entry. Each demo runs the same scenario twice: as teams work today, and with RuVector, a local vector and graph memory that learns from outcomes.