AI for Predictive Maintenance: The Proven ROI Guide (2026)

AI predictive maintenance ROI calculation framework diagram

📅 Updated July 2026 🕒 16 min read 🏷️ Industrial AI Finance does not want to hear that McKinsey found 18-25% maintenance cost reductions across a broad industrial sample. Finance wants to know what the ROI looks like for this facility, against this asset base, at this downtime cost per hour. That specificity is exactly … Read more