Where do I start with predictive maintenance?

Pick a narrow, high-value asset population — rotating equipment like pumps, motors, and compressors is the classic starting point because failure signatures are well understood. Audit your data before your sensors; most programs fail on asset hierarchy and maintenance history quality, not on sensor availability.