Systems integration, AI process adoption, and AIRIS each have their own scope.

AI warranty and operations after handover: validation, dispatch, evidence, owner updates, and a data platform. Connecting equipment data for warranty is one intervention, not the whole product.

Map current work, design AI workflows, and support rollout until daily operations hold. Inventorying site points or connecting BMS / property workflows is only one kind of engagement.

Connect existing systems, data, and work interfaces, then customize and launch. Multi-protocol device access so an AI agent can read site data is one integration case, not the whole service.