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FIELD
INSIGHTS.

Complete archive of research logs, essays, and reflections.

Essays on sustainment, ILS, product support, and decision support under uncertainty.

> LOG ID: 2025-12-29

The Hidden Bill of AOG

When parts exist but aircraft sit on the ground, the problem is rarely logistics. It is the decision layer. Here is how Integrated Logistics Support (ILS) connects data to actual readiness.

ILS IPS AOG
> LOG ID: 2025-12-24

AI in Sustainment

Everyone in defense sustainment feels the pressure to adopt AI. Here is the engineering view on bounded automation: what AI can do, where it must stop, and why readiness requires provenance.

IPS ILS SUSTAINMENT AI
> LOG ID: 2025-12-13

Design vs. Sustainment

Design is a moment. Sustainment is a decades-long system architecture problem: obsolescence, AOG reality, and auditable readiness decisions.

ILS SUSTAINMENT READINESS
> LOG ID: 2025-12-06

Ghost Town Data

Why is Integrated Logistics Support invisible in modern academia? An engineering analysis of the gap between theory and field reality.

ILS IPS DATA QUALITY