Digital twins cut unplanned downtime by 20-30% when properly implemented BIM integration makes digital twins immediately useful; standalone versions often fail Start small with one building or system, not your entire portfolio Real-time sensor data is critical; garbage data makes predictions worthless Your team needs training—the software alone won't deliver results