
Connecting the Factory to the Fight: AI-Enabled Software and Proactive Defense Supply Chains
From Emerging Tech Horizons by Dr. Arun Seraphin
May 20, 2026 · 41 min
About this episode
This episode discusses the transformation of defense supply chains through AI-enabled software with Dr. Jen Gebhardt.
The Department of War manages trillions of dollars in capabilities through an acquisition system that has not kept pace with the technologies it is meant to deliver. As readiness rates decline and supply chains grow more contested, modernizing how the defense enterprise uses data has become a national security imperative, and AI-enabled software is at the center of that effort. In this episode, host Dr. Arun Seraphin sits down with Dr. Jen Gebhardt, Director of Research at Govini, to discuss how AI and advanced data analysis are transforming defense acquisition, sustainment, and contested logistics. Drawing on Govini's work with Project Convergence and Air Force sustainment programs, Gebhardt explains how the shift from a reactive to a proactive supply chain can compress resupply planning into under an hour and connect the factory to the fight in near real time. The conversation also covers sub-tier supply chain visibility and the "illusion of diversity" in critical industrial bases like solid rocket motors, the role of AI in identifying financial fragility and foreign ownership risks, and how government access to technical data correlates directly with readiness…
People in this episode
Host: Dr. Arun Seraphin
Guest: Dr. Jen Gebhardt
Topics covered
- AI in defense
- supply chain management
- data analysis
- defense acquisition
- logistics
- national security
Keywords
- AI
- defense logistics
- supply chain visibility
- data analysis
- national security
- acquisition system
- resupply planning
Mentioned in this episode
Organizations: Govini, Department of War, Air Force, Project Convergence
Books & works: Sustaining the Fight
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