Modern manufacturers face a paradox: despite generating more data than ever, as much as 80–95% of valuable operational data remains unused. The result? Missed opportunities, fragmented visibility, and stalled digital transformation efforts. Our new executive booklet, based…
Industrial AI initiatives fail far more often from poor data foundations than from flawed algorithms. For C-level leaders overseeing digital transformation, the strategic question is not which AI platform to buy but whether their organization's data…
DataOps solutions are necessary in manufacturing environments where data must be aggregated from industrial automation assets and systems and then leveraged by business users throughout the company and its supply chain. These solutions are purpose-built to…
The Standards and Interoperability digital booklet is an essential resource for manufacturers looking to navigate the complexities of the Industrial Internet of Things (IIoT). As manufacturing processes become increasingly connected, the ability to achieve seamless data interoperability has…
The increasing volume and diversity of IIoT data present significant challenges for interoperability and integration. While standards are crucial for establishing a common language for data exchange, they alone cannot solve all the challenges. This article…
Most manufacturing companies realize the benefits of leveraging industrial data to improve production and save costs but scaling up their pilots and small-scale tests to the plant-wide, multi-plant, or enterprise level remains challenging. Reasons for this…
Why are so many manufacturers drowning in data and struggling to make it useful? Simply put, a modern industrial facility can easily produce more than a terabyte of data each day, and access to data alone…
The Unified Namespace (UNS) is among the fastest-growing data architecture patterns for Industry 4.0, promising easy publish-subscribe access to hierarchically structured industrial data. The UNS is often defined as a consolidated, abstracted structure by which all…
Today, global leaders see manufacturing as the engine powering a wide range of initiatives—from infrastructure development to energy efficiency. Their focus on industrial growth and sustainability shouldn’t be surprising considering manufacturing accounts for roughly 17% of the…
Have you ever watched a press conference when a room full of reporters bark questions at the same time? Typically, the media event host will call on a particular reporter to repeat the question and then…
As the world focuses on sustainability and reducing carbon footprints, industries are seeking innovative solutions to make their manufacturing processes more environmentally friendly. In a conversation with Torey Penrod-Cambra from HighByte, we discussed how Industrial Data…
You don’t have to agree with environmental policies to know that sustainability is a part of business and life today. Supply chain partners, regulators, customers, and investors are demanding more environmental accountability from manufacturers—and with good…