The ARC Advisory Group's Industrial AI Pacesetter Report identifies a split in how manufacturers deploy artificial intelligence. Organizations classified as Pacesetters have moved beyond single-agent AI assistants and are deploying Collaborative Multi-Agent Systems where specialized AI…
The industrial sector is flooded with claims about fully autonomous operations, but for manufacturing executives, separating marketing from operational reality is critical. Despite the billions projected for artificial intelligence this year, the factory floor remains a…
Most factory data architectures today serve between 10 and 50 consuming systems. Agentic AI will push that number into the thousands, a 100x increase in edge-based data consumers. The ISA-95 layer-by-layer model was not designed for…
Manufacturing has shifted into a phase of scaled execution. Today, leaders build autonomous systems that contextualize, secure, and act on data in real time. Based on insights from industry leaders at previous editions of IIoT World…
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…
While the industrial world is captivated by the potential of Large Language Models (LLMs), a quieter, yet equally transformative, revolution is happening at the industrial edge: the rise of Small Language Models (SLMs). Often overshadowed by…
In every manufacturing plant, a "hidden factory" exists: the collective time, energy, and capital spent on rework, manual inspections, and alarm fatigue. In 2026, the competitive edge is in eliminating this invisible waste through Predictive Governance. The…
The manufacturing industry has reached a critical inflection point. The era of "pilot purgatory" is over. Based on the insights from IIoT World Days 2025, the next phase of industrial transformation is defined by three core…
The industrial sector is accelerating the adoption of practical, high-impact AI applications. Based on insights from IIoT World Days 2025, industry leaders focus on scaling these technologies across global operations. From Agentic AI that autonomously manages supply chains to Computer…
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…
Prescriptive AI in manufacturing delivers specific fault diagnoses, severity ratings, and ready-to-execute maintenance plans constrained by real inventory, crew availability, and production schedules. According to Raunak Bhinge, founder of Infinite Uptime, speed matters, but doability matters…
Agentic AI represents a fundamental shift in how manufacturers deploy artificial intelligence, moving from passive analytics and dashboards to autonomous agents that perceive, decide, and act within operational workflows. Unlike traditional AI copilots that wait for…