Industrial organizations often grapple with scattered data across older systems, modern IoT devices and enterprise IT. This fragmentation hinders effective analysis and decision-making.

Faced with new levels of complexity, disruptions and pressure to meet customer demands, chemical supply chains have been tested as never before in recent years. In addition, there is the growing challenge to achieve net-zero targets while maintaining sustainable, profitable operations.

As operational demands increase and margins tighten, it’s no longer enough to rely on traditional predictive maintenance practices. To stay competitive, companies must embrace a more integrated, proactive approach to Asset Performance Management (APM)—one that combines AI/ML, safety-first maintenance practices and smarter investment planning to transform asset management.

More than half of all companies say they lack the skills they need to get the most out of their AI applications. Industrial AI offers a solution for this “expertise gap” by automating data cleaning, monitoring and analytics to enable the efficient scaling of custom-fit solutions.

Artificial intelligence is transforming the mining industry—from exploration and remote operations to predictive maintenance.

A leading Canadian mining company modernized its maintenance approach by implementing Aspen Mtell®, replacing a time-based preventive strategy with a prescriptive maintenance solution powered by AI. This resulted in fewer breakdowns, stronger collaboration and smarter operations.

In this article from Automation World, discover how manufacturers can improve their operations now and in the future by building a strong industrial data foundation.

Discover how AspenTech Subsurface Science & Engineering solutions help the energy industry deliver secure, sustainable, and affordable energy at lower cost and with fewer emissions.

AspenTech Industrial AI is uniquely different and presents a new opportunity for the process industries. It is leading-edge AI technology that delivers the agility to stay ahead of changing conditions, guides your workforce to maximize operational excellence and automates tasks to accelerate decision-making and deliver business insights.

Mandated to aggressively reduce emissions, today’s refining and chemical companies must also find new ways to improve energy efficiency and—in turn—margins. The sooner owner/operators uncover opportunities for improvement, the faster they can advance operational excellence goals.