FMI opines the industrial AGV swarm management software was valued at USD 0.4 billion in 2025. The industry is expected to reach USD 0.5 billion in 2026. Cloud-based Swarm Management is poised to lead by Deployment Mode with 65% share in 2026, and Warehouse & Distribution is projected to dominate by Application through the forecast period.