predictive maintenance

In recent years, the off-highway equipment sector—encompassing industries such as construction, agriculture, mining, utilities, forestry, and specialized vehicles—has witnessed a rapid acceleration toward digital transformation, powered by the twin engines of electrification and the Internet of...

In the rapidly evolving world of manufacturing and healthcare, the capacity to innovate hinges increasingly on harnessing vast swathes of complex data. As organizations seek actionable intelligence amid torrents of raw information, tools like Spotfire's visual data science platform have gained...

Manufacturing floors have always been a crucible of innovation and adaptation. Each era brings new challenges, but perhaps none as transformative as the current wave of artificial intelligence. At the intersection of centuries-old legacy and modern digital transformation stands Husqvarna, a name...

Across the vast digital landscape, few organizations exemplify the transformative role of data quite like Microsoft. While billions associate the Redmond giant with operating systems and productivity suites, beneath this familiar veneer lies an IT engine powered primarily by data. In today’s...

Every year, the manufacturing world looks toward the Microsoft Intelligent Manufacturing Award (MIMA) for a glimpse into the next era of industrial transformation. In 2025, for the sixth time, Microsoft Germany and strategy powerhouse Roland Berger have again spotlighted those companies whose...

Imagine managing a sprawling web of oil and gas pipelines, where the cost of a delayed response is measured not just in dollars, but in safety and continuity. Traditionally, the backbone technology enabling this vigilance—known as SCADA, or Supervisory Control and Data Acquisition—has played an...

The pace of manufacturing innovation has never been more intense, and at the heart of this transformation is the rise of digital twin technology—a convergence of real-world operations with virtual simulation that transcends traditional boundaries in industrial environments. Digital twins have...

In the rapidly evolving world of manufacturing, where the only thing moving faster than conveyor belts seems to be the pace of technological change, a new contender has clocked in for the third shift: Azure Digital Twins, Microsoft’s ambitious attempt to drag those stubborn, grease-stained...

AI’s race from the petri dish of theoretical research to the messy, unpredictable wilds of industry is no simple sprint—it’s more like an obstacle course with moving finish lines and an ever-watchful audience holding up scorecards that judge both style and substance. Navigating this terrain...

It’s not every day an enterprise software upstart quietly morphs into the rootstock of a $1.3 trillion tree, poised to bear fruit across nearly every vertical you can name. Yet, in the teeming jungle of the digital revolution, one company has burrowed deep, grown silently, and now stands ready...

The high-stakes game of cloud computing is no longer a contest of whose logo can take up the most real estate on hilltop data centers—it’s a hardware arms race, and the battleground is blistering hot. Forget the old days where a server was just a box you plugged into a rack and sort of hoped it...

The rapid evolution of industrial IoT and edge computing is setting the stage for transformative changes in manufacturing and operational management. In a bold strategic move, Litmus has partnered with Microsoft to integrate its Litmus Edge platform with Microsoft Azure IoT Operations. This...

The ongoing digital transformation wave in manufacturing just got a turbo boost, thanks to a bold new partnership between Litmus and Microsoft. At the recent Microsoft Ignite event, Litmus announced its strategic integration of Litmus Edge with Microsoft Azure IoT Operations, setting the stage...

Siemens has just taken a significant leap forward in the world of industrial maintenance by integrating advanced generative AI into its maintenance offerings. With the introduction of the enhanced Industrial Copilot, Siemens is not only streamlining the entire maintenance cycle—from reactive...

Siemens is setting the stage for a maintenance revolution by combining generative AI with advanced predictive analytics—a move that promises to reshape how industrial systems operate in today’s data-driven world. Industrial Copilot: A New Era in Maintenance Siemens’ Industrial Copilot is already...

Agentic AI is redefining the way manufacturers optimize production, quality control, and operational efficiency. In an era when industrial enterprises generate nearly two zettabytes of data annually—a figure expected to double within five years—the ability to harness this data is paramount. With...

Siemens is boldly entering a new era of industrial maintenance by integrating artificial intelligence into its Industrial Copilot suite. By extending the capabilities of its Senseye Predictive Maintenance solution with advanced generative AI—and powering it on Microsoft Azure—the company is...

SymphonyAI’s latest announcement marks a bold step toward revolutionizing industrial operations by bringing predictive, generative, and agentic AI directly to the edge for real-time decision-making and process control. In collaboration with Microsoft Azure IoT Operations, the company is set to...

Industrial AI Breakthrough: Modernizing SCADA for the Digital Era The industrial world is no stranger to transformation. As digitalization continues to reshape our technological landscape, legacy systems across industries are undergoing a radical overhaul. At the forefront of this revolution is...

In a move that underscores the growing convergence of artificial intelligence and industrial excellence, SymphonyAI has achieved Microsoft Solutions Partner Designation for Manufacturing AI Software Certification. This certification validates that SymphonyAI’s cutting-edge platforms—the IRIS...