Lead times more than doubled since 2021, so the steel and windings that connect new generation to the grid are now a binding constraint on data center power, not a side detail.
HVAC, electrical, compressed air, pipe and production equipment sit in one connected model; the point is agent-driven BIM edits for industrial buildings, not Q&A over a drawing.
A Bain partner says power, electrical labor and community opposition now gate the boom, and that a gigawatt campus looks more like a power project with a large computing load than a normal building job.
A Limble survey of 686 U.S. maintenance and operations professionals finds teams finish just 54% of scheduled preventive maintenance, and 47% of leaders report more than 10 hours of unplanned downtime in a typical month.