Körber has introduced K.AI Assistant, a generative AI-based assistant designed to provide controlled access to product knowledge and customer-specific GxP documentation across pharmaceutical manufacturing and quality operations.

Vention has introduced MachineAgent, an agentic AI capability that supports automation cell design, machine programming, performance monitoring, and troubleshooting across its Manufacturing Automation Platform.

Universal Robots has introduced Gen 7, a redesigned collaborative robotics platform combining new g-Series robot arms, controller and operator interfaces with PolyScope X, expanded connectivity, and support for edge AI and physical AI applications.

Siemens’ Meet at the Machine initiative connects engineering software, automation, and machine expertise to help manufacturers prepare production processes before machine delivery. TRAK Machine Tools is the initiative’s first partner.

The emerging logistics control layer connects fragmented execution systems to coordinate operating state, decisions, and actions across the logistics network.

Modern TMS platforms are extending beyond planning and execution to support connected operating states, faster decisions, and more dynamic transportation management.

The path to autonomous operations depends not only on technical capability, but also on operator trust, human judgment, competency, governance, and clear decision authority.

As AI costs decline, economic value may shift from model providers toward enterprises that embed inexpensive intelligence into high-value operating workflows.

Siemens’ Vivek Roy explains how data integration, industrial edge, contextualization, and zero trust can help manufacturers build scalable and secure foundations for industrial AI.

Nova SMAR’s Octávio Paschoal explores how standardized interfaces, software-defined flow computing, and user-defined function blocks can extend O-PAS beyond traditional process-control applications.