Manufacturing knowledge is fragmented and mostly unused European manufacturers collectively hold decades of deep production knowledge: how materials behave, how machines are tuned, how quality issues emerge, how processes fail and recover. Yet this knowledge remains…
In 2026, the primary barrier to manufacturing efficiency is the abundance of data. Modern plants now monitor tens of thousands of assets and hundreds of thousands of individual points. However, this connectivity has created a new…
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…
The transition to Industry 4.0 has long been stalled by the "Data Silo" problem. In 2026, the conversation has shifted. Leading manufacturers are synchronizing Atoms (physical goods), Bits (digital data), and Neurons (human intelligence) through a paradigm known as Liquid Computing. This…
Before an energy company can use artificial intelligence to predict a pipeline fault or optimize a drilling schedule, it must solve a physical problem. The industry's most valuable data isn't in the cloud; it's in filing…
As manufacturing moves toward 2026, the landscape of predictive maintenance is shifting from simple condition monitoring to "Agentic AI", systems that don't just alert you, but autonomously plan and execute multi-step resolutions. This evolution requires a…
As manufacturers face volatile energy costs and aggressive decarbonization targets, the focus for 2026 is shifting from passive monitoring to active grid interaction. The following 10 platforms and technologies were highlighted by industry leaders during IIoT World…
IIoT World covered ARC Forum Orlando 2026 and identified five industrial AI trends defining the divide between manufacturers scaling AI and those still in proof-of-concept. Executive Summary: The Industrial AI State of Play 2026 The ARC Industry…
Servitization, the shift from selling equipment to delivering ongoing outcomes, is redefining manufacturing competition. Service contracts can deliver margins of 25% or more, compared to roughly 10% on new equipment sales. According to McKinsey, OEMs with…
The manufacturing sector faces a persistent tension: should organizations build all digital capabilities in-house or leverage external partners? The answer, increasingly, is neither—it's both, strategically combined. The Cost of Doing Everything Yourself Many industrial leaders assume…
Across the industrial sector, many companies launch promising IIoT pilots. Yet only a fraction of them manage to expand those proof-of-concepts into enterprise-wide deployments. The difference isn’t usually about ambition—it’s about execution. At AI Frontiers 2025,…
Industrial companies produce more machine data than ever before. Sensors, connected equipment, and automated systems generate terabytes of raw data every single day. Yet, most of this information never translates into measurable value. It either sits…