Generative AI for Reverse Engineering and Supply Chain Vulnerabilities

Muir AI leverages advanced generative AI and machine learning techniques to address critical supply chain challenges faced by the Department of Defense (DoD). Muir AI autonomously generates synthetic Bills of Material (BoMs), maps global trade flows, and analyzes risks within complex supply chains. This scalable solution enables the DoD to monitor vulnerabilities, identify choke points, and reverse engineer adversarial systems, delivering actionable insights to enhance sustainment support and mission readiness.áMuir AI's platform integrates structured and unstructured data, transforming limited inputs into comprehensive intelligence on material sourcing and system vulnerabilities. This approach surpasses traditional supply chain tools that rely on incomplete or static datasets. Currently at TRL 6, Muir AI demonstrates the ability to decompose products, predict material flows, and identify critical weaknesses in adversarial value chains. These capabilities align with the DoD's AI-driven initiatives for resilience and rapid decision-making, ensuring robust, mission-ready solutions.