A RELIABILITY OUTLOOK TO 2030 THE EXECUTION ERA OF PREDICTIVE MAINTENANCE
AI is proven. IoT delivers. Yet, unplanned downtime persists. As the gap between knowing and acting continues to cost U.S. manufacturers billions, our reliability leaders discuss what closing that gap looks like through 2030.
Published by Waites in partnership with MaintainX
Source: MaintainX 2026 State of Industrial Maintenance
ABOUT THIS REPORT THE TOOLS WORK. THE PROBLEM IS EXECUTION.
Predictive maintenance powered by AI, IoT sensors, and vibration analytics has delivered documented ROI across every major industrial sector. And yet 79% of maintenance teams saw downtime stay the same or increase last year, and costs rose for 39% of organizations, up from 31% the prior year, according to MaintainX’s 2026 State of Industrial Maintenance report.
This outlook maps the execution gap and shows what it takes to close it. It covers where the industry stands today and what the shift from reactive to predictive looks like in practice.
$11M
Saved at a single plant from a single early catch.
When Owens Corning's Belgium facility detected irregular vibration in a 40-year-old ball mill, Waites’ condition monitoring solution caught a cracked shaft before catastrophic failure. Because the replacement bearing required months of lead time, early detection made all the difference. This insight paper tells the full story.
ROADMAP TO RELIABILITY
The Trillion-Dollar Problem
What unplanned downtime costs in real terms without a predictive maintenance solution
AI and Predictive Maintenance: The Execution Era
How the industry is moving from pilot programs to scaled deployment
Current Maintenance Maturity
Where most organizations actually stand and the strategy-execution gap that persists
Modernizing Manufacturing
What closing the loop from sensor alert to documented repair looks like in practice
Building the Business Case
What boards need to know and how to frame predictive maintenance ROI for leadership
PdM in Action
How an averted catastrophic failure saved over $11M at a single plant
WHO SHOULD READ THIS BUILT FOR THE PEOPLE RESPONSIBLE FOR UPTIME.
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VP of Operations and Plant Managers building the case for PdM investment
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Reliability and Maintenance Engineers evaluating condition-monitoring platforms
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Chief Operating Officers and CFOs seeking ROI clarity on AI-driven maintenance
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IT and OT leaders responsible for connecting sensor data to CMMS/EAM workflows
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Safety and Sustainability leads looking to reduce incident risk and asset TCO
Ask a room full of maintenance pros, and the value of predictive maintenance is understood. Today’s challenge and opportunity is operationalizing it at scale.
TRUSTED BY INDUSTRY LEADERS
Waites has become a core part of our reliability program. Across 600+ assets, we’re consistently detecting vibration-related issues early and addressing root cause issues, avoiding 483 hours of downtime in one year alone.