AI-Powered Operational Design (2nd Edition): Harnessing Innovation in Military Planning

AI-Powered Operational Design: Harnessing Innovation in Military Planning (Second Edition) condenses the cutting edge of military AI integration into a hands-on guide for operational planners, commanders, and staff. Written by Lieutenant Colonel T. Justin Webb, an experienced officer with a PhD in psychology, the book blends operational art, performance psychology, and AI technology to show how large language models (LLMs) can accelerate decision-making without replacing human judgment.Framed by the U.S. Army’s modernization imperative, Webb argues that tomorrow’s wars will be won by forces that achieve “decision dominance,” the ability to decide and act faster than any opponent. He positions LLMs as cognitive force multipliers: tireless assistants that can analyze doctrine, process intelligence, generate plans, and test assumptions in seconds. Through practical examples, he shows how platforms like the Army’s secure Ask Sage workspace have moved AI from experimental novelty to a trusted, enterprise-level decision-support tool.The core of the book is a detailed toolkit for integrating AI into operational design and the Military Decision-Making Process (MDMP). Webb breaks down prompt engineering into a military skillset, teaching planners to craft precise, context-rich prompts that bridge a commander’s abductive reasoning with AI’s inductive logic. He introduces structured frameworks (Persona–Task–Context–Format), multi-layered prompting, and iterative refinement, likening prompts to OPORDs and follow-up instructions to FRAGOs.From there, the book dives into over 20 AI-powered staff tools, including OPORD development, wargaming, risk assessment, COG analysis, predictive modeling, geospatial analysis, and scenario planning. Each tool is presented with step-by-step instructions, doctrinal grounding, and ready-to-use prompt templates. New to this edition is a “Basic Staff Tools” section covering SITREP generation, mission briefs, meeting summaries, AARs, and white paper drafting, allowing even small staffs to produce high-quality outputs at speed.Webb also surveys the fast-evolving LLM landscape, comparing the strengths of OpenAI’s GPT series reasoning models, Google’s multimodal Gemini family, Anthropic’s transparent Claude series, and other specialized models. He offers clear recommendations for selecting the right model for tasks ranging from enterprise-scale deployments to complex, high-stakes analysis.This is not a techno-utopian pitch. Webb is candid about AI’s limitations—hallucinations, lack of true understanding, and the need for governance, security, and human oversight. But his central message is uncompromising: commanders who ignore AI’s potential risk falling behind adversaries who weaponize speed of thought as much as speed of fire.AI-Powered Operational Design is both a doctrinally aligned reference and a forward-leaning playbook. It arms operational artists with the concepts, tools, and disciplined practices to harness AI as an integral teammate, one that can compress planning timelines, enrich operational art, and help win in the information-saturated, multi-domain conflicts of the 21st century. Read more