"Predictive maintenance" is the line item every IoT vendor wants on your budget, and the one most likely to disappoint — not because the technology doesn't work, but because it gets sold as a building-wide religion instead of an asset-specific tool.
Sizing the real payback on a commercial HVAC upgrade — with the math shown, not just the headline number.