At VentureBeat's AI Week in New York, Collibra founder and CEO Felix Van de Maele said enterprises running AI agents need inventory, contracts and maintained context, warning that agent growth brings exponential rises in risk, cost and oversight burden, and noted that more than 75% of enterprises hit production obstacles when scaling from a single assistant to 10-15 autonomous agents.