In this episode Jason Hehman, Industry 4.0 Vertical Lead at TXI, sits down with Jim Pang, a senior technology executive and product innovator with decades of experience in freight transportation. Together, they uncover the surprising truth about rail's quiet leadership in AI and machine learning applications—innovations that have been transforming the industry for over two decades. 

From acoustic monitoring systems detecting anomalies across millions of wheels in real-time to computer vision applications in massive rail depots, the rail industry has been pioneering AI solutions long before they became mainstream. The conversation explores how rail's unique challenges—multiple handoff points, legacy systems, and complex stakeholder ecosystems—actually create profound opportunities for innovation. 

Jim shares his own evolution from operations skeptic to technology bridge-builder, offering insights on scaling AI from proof of concept to production, the critical role of product teams in bridging business and technology, and how cooperative competition models from the software industry could revolutionize rail logistics. This episode reveals how logistics digitization and data standardization are essential enablers for America's manufacturing renaissance.

Resources:

• Connect with Jason Hehman on LinkedIn
• Connect with Jim Pang on LinkedIn