Articles

Design your first PdM pilot: Asset selection, signals, and success criteria

Predictive maintenance (PdM) promises to transform reactive firefighting into proactive intervention, but many enterprise facility teams struggle to move beyond pilot paralysis, the months spent debating which assets to monitor, endless discussions about sensor integration, and teams questioning whether prediction accuracy will justify implementation costs before launching a single pilot.

by on February 11, 2026