EVENT: Virginia launches an AI cohort for manufacturing, logistics and Supply Chain

The affected operating model is capability development inside regional manufacturers and logistics companies. Value requires participants to apply AI to a defined operational decision with ownership and measurable outcomes. The failure mode is generic AI training disconnected from production, inventory or logistics workflows.