Episode 3 - From Action Plan to Mission Impact: The Human Side of Mission Data
May 07, 2026
From Action Plan to Mission Impact
Episode 3: The Human Side of Mission Data
In this episode of INSA’s All Source Podcast series, From Action Plan to Mission Impact, hosts Chitra Sivanandam and Yevgeniy Sirotin sit down with Dr. Ian McCulloh to examine what it takes to transform raw mission data into operational advantage. Drawing on decades of experience across military operations, AI, and data science, Dr. McCulloh explores why data quality, integrity, and pragmatic mission application are essential to successful AI adoption. The conversation breaks down how leaders can better align technologists, domain expertise, and real-world mission needs to operationalize America’s AI Action Plan and turn data into a true strategic asset.
