Articles tagged as industrial AI

Beyond the Alert: The Best Industrial AI Use Cases for Predictive Maintenance
· Artificial Intelligence & ML

Beyond the Alert: The Best Industrial AI Use Cases for Predictive Maintenance

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 maintenance is the most widely adopted use case across industries.” The financial return is undeniable. Organizations that deeply employ AI in […]

Read more →
Atoms, Bits, and Neurons: The 2026 Mandate for Zero-Defect Manufacturing
· Artificial Intelligence

Atoms, Bits, and Neurons: The 2026 Mandate for Zero-Defect Manufacturing

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 isn’t just incremental improvement; it is a structural rewiring of how quality is enforced on the factory floor.The “Wow” Factor: […]

Read more →
The First Step for AI in Energy Isn’t Digital
· Artificial Intelligence & ML

The First Step for AI in Energy Isn’t Digital

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 cabinets, on shared drives, and in the handwritten logs of technicians nearing retirement. This legacy knowledge, decades of inspections, […]

Read more →
10 Predictive Maintenance Platforms for Manufacturing 2026: Featured at IIoT World Days 2025
· Predictive Maintenance

10 Predictive Maintenance Platforms for Manufacturing 2026: Featured at IIoT World Days 2025

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 robust data backbone to succeed.The following 10 platforms, highlighted in IIoT World Days 2025 panel discussions, represent the specialized […]

Read more →
Top 10 Energy Efficiency Solutions for Manufacturing 2026
· Energy

Top 10 Energy Efficiency Solutions for Manufacturing 2026

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 Days 2025 as critical for optimizing energy consumption, stabilizing smart grids, and monetizing distributed assets. Toshiba (Virtual Power Plants) […]

Read more →
5 Key Industrial AI Trends from ARC Forum Orlando 2026: The Great Divergence
· Industrial IoT

5 Key Industrial AI Trends from ARC Forum Orlando 2026: The Great Divergence

Executive Summary: The Industrial AI State of Play 2026The ARC Industry Leadership Forum 2026 revealed a definitive structural divide in the industrial sector. While 12.9% of “Pacesetters” have successfully scaled AI by decoupling intelligence from hardware via Industrial Data Fabrics (IDF), the remaining 87% struggle with basic connectivity and “pilot purgatory.”Top 3 Actionable Insights: From Assistance to Agency: Industrial AI has evolved from […]

Read more →
The Next Manufacturing Advantage: From Products to Intelligent, Connected Services
· Hybrid Manufacturing

The Next Manufacturing Advantage: From Products to Intelligent, Connected Services

Machines and software are everywhere. The next competitive edge no longer comes from owning more of them — it comes from connecting, learning, and evolving faster than the competition. For manufacturers, the challenge is no longer adopting technology but turning it into a measurable, repeatable advantage.From Efficiency to IntelligenceTechnology is rewriting the rules of manufacturing […]

Read more →
Building Digital Reliability: Why Your Maintenance Strategy Needs External Expertise
· Process Manufacturing

Building Digital Reliability: Why Your Maintenance Strategy Needs External Expertise

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 YourselfMany industrial leaders assume that maintaining complete control over digital transformation requires building every capability internally. This approach creates hidden costs that compound over time. […]

Read more →
What Makes the Difference Between an IIoT Pilot That Stalls and One That Scales?
· Discrete Manufacturing

What Makes the Difference Between an IIoT Pilot That Stalls and One That Scales?

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, our speakers explored this very challenge, outlining what separates pilots that fizzle from those that successfully scale.Data Foundations FirstScalable […]

Read more →
Transforming Edge Data Into Real Business Value
· Connected Industry

Transforming Edge Data Into Real Business Value

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 unused in data lakes or overwhelms networks and cloud storage with its sheer volume.The result is that this vast […]

Read more →
AI in Energy: Why Progress Depends on People and Structure
· Energy

AI in Energy: Why Progress Depends on People and Structure

When you talk with energy executives today, there’s no longer a debate about whether artificial intelligence belongs in operations. The question has shifted to how to make it work.Natalia Klafke, Executive Vice President of Energy & Sustainability at Radix, has spent over a decade helping energy companies modernize complex operations. At Impact 2025, she noted a clear […]

Read more →
Managing the Rise of Agentic AI in Manufacturing
· Hybrid Manufacturing

Managing the Rise of Agentic AI in Manufacturing

During AI Frontiers 2025, participants raised important questions about the growing role of agentic AI in manufacturing—covering topics such as regulation, interoperability, and the management of autonomous systems. While we did not have enough time to address all the questions during the live session, Peter Sorowka, CEO of Cybus, offers in this article a practical direction for […]

Read more →