New Cisco research details how Industrial AI is moving into physical operations. The report provides a data-driven view into how industrial organizations are adopting AI, challenges companies face and the emerging opportunities as AI becomes embedded in physical systems, infrastructure and workflows.

In the age of AI-driven manufacturing, data quality matters as much as data availability. Single Pair Ethernet and Ethernet APL provide the physical layer foundation that factory networks need to keep pace with the computational and analytical capabilities being deployed above them.

HART-IP is expected to play a major role in accelerating Ethernet-APL adoption because it provides the industry with a familiar and proven migration path to Ethernet-based architectures.

Edge-optimized Ethernet switches incorporate best practices from IT (information technology) without compromising operation technology (OT) performance or introducing complexity, enabling organizations to turn data into better processes, systems and outcomes.

90% of manufacturers say digital transformation is now essential, According to New Global Study. 2026 State of Smart Manufacturing Report shows manufacturers scaling AI, strengthening operations and focusing on measurable outcomes.

Specifying the wrong switch for your environment means corrosion, thermal failure, signal loss and unplanned downtime. The best Industrial Ethernet switches need to exceed the demands of the world’s harshest industrial environments, from oil refineries to offshore platforms to smart-factory automation cells.

Smart manufacturing is defined by continuous change. Production processes evolve, automation deepens and connectivity demands increase. Networks that are fragile or rigid struggle to keep pace. Networks designed for resilience and adaptability, by contrast, become enablers of long‑term operational performance.

Siemens Industrial AI Suite and WinCC Unified now offers general availability with enhanced cybersecurity, IEC 62443-4-2-certified security functions and air-gapped operation for critical infrastructures.

UL certificates confirm the EtherCAT Technology Group’s assessment and demonstrate that EtherCAT meets IEC 62443 / CRA requirements for Security Level 2 without modifications.

High-Power PoE (IEEE 802.3bt) is the power infrastructure the intelligent edge has been waiting for.