Asset Performance Management Archives

March 24, 2026 · Artificial Intelligence & ML

Beyond the Alert: The Best Industrial AI Use Cases for Predictive Maintenance

The industrial manufacturing sector is operating in an era of persistent volatility. To maintain global competitiveness,organizations are increasingly turning to the Artificial Intelligence of Things (AIoT). According to recent research from IDC: “71% use AIoT for predictive maintenance. Predictive maintenance is the most widely adopted use case across industries.” The financial return is undeniable. Organizations that deeply employ AI in […]

Considering an Asset Performance Management

Considering an Asset Performance Management Initiative? 3 considerations as you map your journey. Unexpected equipment failures can have many impacts to industrial organizations such as production downtime, increased repair costs and enhanced risks to worker safety or our environment. An analysis by FM Global, one of the world’s largest commercial property insurers, determined that equipment […]

IIoT Impact on Asset Performance Management

The impact of the Industrial Internet of Things (IIoT) on the market for asset reliability software and services cannot be understated. In fact, leading suppliers are using asset performance management (APM) as the entry point to IIoT. The link between APM and IIoT has spurred a flurry of supplier consolidation and strategic alliances as suppliers […]