Who We Are

Chris & Rob, the core Polyad team.
Polyad Decision Sciences LLC is a consulting and technology company founded by Dr. Chris Garcia and located in Fredericksburg Virginia. Originating as a spin-off from the University of Mary Washington, we are a team of experts bringing together backgrounds in operations research, software engineering, and business to help organizations solve challenging problems using advanced analytics and artificial intelligence.
We serve diverse industries including transportation, defense, healthcare, insurance, retail, and the public sector. Our mission is to provide every customer with solutions that add substantial value and a large return on investment.
Chris leads business operations, algorithms and analytics. Rob leads software development and machine learning.
History
Partnered with Spotsylvania County to deliver data-driven analytics and decision support, marking our first major government engagement.
Polyad Decision Sciences LLC is established by Dr. Chris Garcia in Fredericksburg, Virginia, originating as a university spin-off bringing together operations research, software engineering, and business expertise.
Initiated product development on behalf of defense contractors, applying our AI and operations research capabilities to mission-critical planning problems.
Investing deeply in modeling and simulation research, refining our analytical foundations to push the state of the art in decision science.
Continuously shipping tools and insights that add substantial value and bring measurable returns for every customer we serve.
AI Solutions for Automated Planning, Coordination, and Decision Intelligence
© 2026 Polyad Decision Sciences LLC. All rights reserved.