Selecting a Manufacturing Execution System (MES) for pharmaceutical and biotech operations requires balancing regulatory compliance, operational performance, scalability, and long-term digital transformation goals.
The Engineering Design Tools (EDT) and BIM market continues to evolve as organizations accelerate digital transformation across the architecture, engineering, and infrastructure sectors.
AI Skills can preserve and scale human expertise, but industrial enterprises must maintain mentorship, workforce development, and deterministic governance for autonomous agents.
Plants can build justified reliance on automation by treating operator distrust as evidence for better design, validation, training, and operating controls.
User examples from Cognite Impact Tokyo showed how contextualized data and industrial AI applications can support enterprise-scale operational deployment.
AI Skills can preserve and scale human expertise, but industrial enterprises must maintain mentorship, workforce development, and deterministic governance for autonomous agents.
Industrial AI requires deterministic runtime controls, clear autonomy limits, and domain expertise before autonomous agents can safely act across physical and enterprise operations.
Plants can build justified reliance on automation by treating operator distrust as evidence for better design, validation, training, and operating controls.
AI Skills can preserve and scale human expertise, but industrial enterprises must maintain mentorship, workforce development, and deterministic governance for autonomous agents.
User examples from Cognite Impact Tokyo showed how contextualized data and industrial AI applications can support enterprise-scale operational deployment.
NIST has released an expanded draft of SP 800-82r4 and is seeking public comments on updated guidance for managing cybersecurity risks across operational technology systems.
Jan brings more than 20 years of experience across discrete and process manufacturing, as well as supply chain. His background includes roles as both a consultant and analyst, with a focus on digital transformation, smart manufacturing, maintenance strategies, engineering, and quality management.