Aug 22, 2025

Siemens’ Digital Thread: Connecting Design & Simulation - Bob Ransijn | Podcast #158

A conversation with Bob Ransijn from Siemens exploring the evolution and application of system simulation, from its historical roots to its modern-day integration with multi-physics modeling, digital twins, and AI-driven reduced-order models for predictive maintenance and real-time analysis.

Aug 22, 2025

Multi Agent AI and Network Knowledge Graphs for Change — Ola Mabadeje, Cisco

A product manager from Cisco's incubation group, Outshift, details a solution that uses a multi-agent AI system combined with a dynamic network knowledge graph to solve critical issues in IT change management. The system integrates with ITSM tools like ServiceNow to automate impact assessment, test plan generation, and pre-production validation in a "digital twin" environment, significantly reducing production failures.