Project Linchpin is the Army's initiative aimed at developing a trusted artificial intelligence and machine learning (AI/ML) pipeline. Its primary goal is to create a comprehensive operational pipeline for AI and ML development and delivery, specifically for sensor programs within the Program Executive Office for Intelligence, Electronic Warfare, and Sensors (PEO IEW&S). This project focuses on managing cost, schedule, risk, and performance while fostering industry partnerships.

The AI Bill of Materials (BOM) is a critical component of Project Linchpin that outlines the details and supply chain relationships of the components used to build and validate AI models. It includes information about the model, such as training data and data lineage. The Army is seeking industry input on the cost of producing an AI BOM, the necessary tools and processes for its implementation, and alternatives to address vulnerabilities in the AI supply chain.

As part of Project Linchpin, the Army is collaborating with the Pentagon's Chief Digital and AI Office to develop computer vision capabilities. This initiative aims to detect and classify objects using specific datasets, including horizontal full motion video from ground combat vehicles and overhead imagery from satellites. The Army is also seeking industry feedback on training models, required skillsets, and the costs associated with delivering trained models.