Semi-Insightful is the SmartFactory podcast, exploring the technologies, strategies, and operational challenges shaping modern semiconductor manufacturing. Each episode features practical discussions on AI, automation, MES, scheduling, dispatching, alarm management, and other topics that impact fab performance.
Ravi Jaikumar explains why moves and utilization don't prove a scheduler is working. Learn which KPIs do (output, constraint, and trust) and how to attribute improvement when you can't A/B test a fab.
Ravi Jaikumar explains why high utilization can increase cycle time and create bottlenecks. Learn how variability, not utilization alone, determines whether a fab can safely operate at peak capacity.
Long-running RTD rule sets grow complex as the engineers who wrote them move on. Learn why AI's first practical win is helping engineers understand existing rules without changing dispatch logic.
Yoram Barak explains how fabs can move faster from alarm onset to resolution. Learn where AI can reduce alarm fatigue and why guardrails and human-in-the-loop review still matter.
Dan Meier explains why integration is the hard part of MES. Learn how AI and digital twins can connect data across systems and break down silos between fab teams.
Selim Nahas separates what's real in agentic AI from what's still aspirational. Learn why small, specialized agents often work better than one large model in semiconductor manufacturing.
Rich Burda explains why dispatching, scheduling, planning, and reporting are at an inflection point. Learn why semiconductor fabs aren't slow to adopt AI but are actually its proving ground.
Semi-Insightful is the SmartFactory podcast, featuring practical conversations with semiconductor manufacturing experts on software, automation, MES, scheduling, dispatching, alarm management, and AI. Each episode explores real-world challenges, proven approaches, and emerging technologies shaping modern fabs.
Semi-Insightful is designed for semiconductor manufacturing professionals looking to improve fab performance, automation, and decision-making. This includes industrial engineers, fab and operations managers, process and equipment engineers, CIM and automation teams, and leaders evaluating new software and AI technologies.
Semi-Insightful explores topics such as AI and agentic AI, manufacturing execution systems (MES), real-time dispatching (RTD), scheduling, alarm and maintenance management, digital twins, operational KPIs, and other technologies that help semiconductor manufacturers improve productivity, efficiency, and factory performance.
Every Semi-Insightful podcast episode is available on appliedsmartfactory.com with an embedded audio player and full transcript. Visitors can listen to the discussion, read the transcript, or quickly navigate to the sections most relevant to their interests.
This podcast series features conversations on how manufacturers use AI, software, and data to run factory operations better and faster.
