Cougaar Software, Inc.

Cougaar Software, Inc. (CSI), a Veteran-Owned Small Business, is a recognized leader in intelligent agent technology whose mission is to develop Human-Collaborative Artificial Intelligence (H-CAI) decision support systems for some of the hardest problems operating in the most complex and dynamic supply chains/contested logistics environments. Built around the DARPA-developed COUGAAR, a distributed computing platform based on a Cognitive Agent Architecture, CSI’s ActiveEdge® platform uses innovative AI/ML techniques including: • Hybrid knowledge graphs combining objects, semantic knowledge, formal ontologies, and typed graph structures. This approach provides a powerful engine to perform advanced reasoning using combinations of data, critical semantic reasoning, and relationships resulting in deeper situational understanding of the real world and supports dynamic adaptive planning capabilities. • Large Language Models (LLMs) integration has increased our support of unstructured battlefield data and provided the necessary data to drive deep situational reasoning and context aware planning and plan execution management. LLM technology is encompassed by the broader space of Situational Awareness solutions which play a crucial role in enabling real-time decision-making, risk mitigation, and operational efficiency in complex environments. • H-CAI decision support for planning, resource optimization and scheduling, process automation, analytic projection and planning execution monitoring. CSI’s advanced situationally grounded plan representation supports plan deviation detection, context-aware demand forecasting, asset visibility and state tracking, warfighter sustainment, and risk offset/mitigation. CSI's systems have the ability to extract data from sparse and/or dense sources; process and reason over data in context to create knowledge; reason over that knowledge to provide understanding and recommendations; and empower users to quickly act to achieve objectives.