Algorithmic Warfare in the 21st Century: AI Integration Across Domains and Decision Cycles

This report presents a structured and evidence-based analysis of algorithmic warfare, defined as the integration of artificial intelligence, machine learning, automated decision-support, and autonomous systems across all operational domains.

It addresses the technical, legal, industrial, and strategic dimensions of this transformation, relying exclusively on authoritative institutional and corporate sources. The study outlines how algorithmic systems are increasingly embedded in military planning and execution, from intelligence and targeting to command, logistics, cyber operations, and force protection.

This analysis answers: How is algorithmic warfare defined as the integration of AI, machine learning, automated decision-support and autonomous systems across all operational domains? How are algorithmic systems embedded in the data-to-decision-to-effect chain from intelligence and targeting to command, logistics, cyber and force protection? How do governance, assurance and accountability and measures of effectiveness apply to algorithmic warfare? What does the comparative geopolitical landscape (2022-2025) reveal about competing developments?