Industrial AI Viewpoints

Featured here are original and timely articles from ARC analysts and guest writers on Industial AI and its impact on Energy & Manufacturing industries. We dive into technologies such as AI models, machine learning, industry standards, AI use cases, companies driving this technology and more related to Industrial AI. Our goal is to provide readers with clear and concise analyses, opinions, and discussion of Industrial AI trends, technologies, and services.

Aug
20
2026

Craig Resnick — Company and Product News

Rockwell Automation Integrates Plex QMS With FactoryTalk Analytics VisionAI for AI-Driven Quality Management

Rockwell Automation integrates Plex QMS with FactoryTalk Analytics VisionAI to connect AI-driven inspection with quality management and manufacturing data.

Aug
20
2026

Craig Resnick — Company and Product News

PTC Launches Onshape FeatureScript MCP Server for AI-Assisted CAD Automation

PTC launches the Onshape FeatureScript MCP Server to connect AI and natural language with reusable CAD automation and engineering workflows.

Aug
19
2026

Colin Masson — Industry Best Practice

Penetrating the "LLM-Wrapper" Illusion: What Dozens of Briefings Reveal About the Real Industrial Copilot Landscape

ARC examines why thin LLM wrappers fall short as industrial copilots and outlines the contextual integrity, data architecture, and governance required for trusted industrial AI.

Aug
14
2026

Craig Resnick — Company and Product News

PTC Expands ALM Portfolio with AI Search and Configuration Management Enhancements

PTC has released Codebeamer 3.3, Codebeamer AI 1.2, and Pure Variants 7.3, adding semantic AI search, automated change propagation across product variants, and stronger ALM configuration management.

Aug
14
2026

Janice Abel — Acquisition or Partnership

SAP Completes Dremio Acquisition to Expand Business Data Cloud for Agentic AI

SAP has completed its acquisition of Dremio, bringing Iceberg-native lakehouse, federated data access, and semantic capabilities into SAP Business Data Cloud to support enterprise analytics and agentic AI.

Aug
14
2026

Guntupalli Mohana Krishna — Industry Trends

The Future of AI-Driven Operations: From Assistants to Autonomous IT

AI-driven operations are evolving from assistant-based support toward agentic and increasingly autonomous IT, with observability, governance, and human oversight remaining essential to responsible deployment.

Aug
14
2026

Chantal Polsonetti — Industry Trends

Cisco Closes Record Fiscal 2026 as AI-Driven Networking Demand Extends into Industrial Markets

Cisco’s record fiscal 2026 reflects strong AI infrastructure and networking demand, with continued growth in Industrial IoT, cybersecurity, and edge-focused modernization across manufacturing and utilities.

Aug
14
2026

Rita Liu — Industry Trends

Two Central Authorities Jointly Launch the 2026 “Model-Data Resonance” Initiative with Detailed Implementation Rules

China’s 2026 “Model-Data Resonance” Initiative establishes a national framework for integrating industrial data, AI models, and application scenarios to accelerate broader industrial AI deployment.

Aug
14
2026

Colin Masson — Technology Trends

Architecting the Hybrid Synapse Enterprise: Mintzberg, Puranam, and the Industrial Organizational Blueprint

Agentic AI is reshaping industrial organizational design by shifting human roles from manual execution toward context engineering, agent orchestration, and governance of autonomous systems.

Aug
14
2026

Craig Resnick — Company and Product News

Rockwell Automation Q3 Results Highlight Automation Recovery, Data Center Momentum, and Software-Led Growth

Rockwell Automation’s Q3 FY2026 results highlight strengthening automation demand, led by software, modernization, data centers, and semiconductor investment.