NVIDIA introduced an open Physical AI Data Factory Blueprint to standardize and scale training data generation, simulation, and evaluation pipelines for robotics, autonomous systems, and vision-based AI.

Real-time market signals are redefining how industrial enterprises align supply chains, shifting value creation from internal efficiency to speed, responsiveness, and ecosystem-wide coordination.

SoftBank and American Electric Power partner on a $33.3 billion AI data center and power infrastructure project in Ohio, highlighting the scale and energy demands of next-generation AI infrastructure.

Rising energy constraints are exposing gaps in financial models and challenging core assumptions behind Industry 4.0, forcing manufacturers to rethink technology, cost structures, and operational strategies.

TwinThread has launched Perfect Batch, an AI-powered analytics solution designed to standardize and optimize batch production processes.

Chris Lee outlines AVEVA’s Asia Pacific strategy, highlighting digital transformation, AI at scale, and the role of industrial software in driving performance, sustainability, and innovation.

AI is transforming supply chains into connected, intelligent ecosystems by integrating A2A, MCP, RAG, and Graph RAG with modern infrastructure, harmonized data, and governance to enable real-time, context-aware decision-making.

Reflections from the 2026 3DEXPERIENCE & ENOVIA User Conference highlighting the shift toward enterprise-wide product intelligence platforms, embedded AI in engineering workflows, and the growing importance of unified data models.

Belden has introduced a virtual firewall for scalable OT cybersecurity and new digital I/O modules designed to improve network efficiency, energy use, and automation flexibility.