Given a set of nodes & connections, which can abstract anything from transportation networks, connections between customers, knowledge graphs, or molecular structures to computer data, graph analytics provide a helpful tool to quantify & simplify the many moving parts of dynamic systems.
Transportation Machine Learning
Businesses have long struggled with how to move assets around the transportation network in the most efficient way. There are so many variables to contend with: shifting demand, human error, traffic, fuel costs, weather, etc. With technological advances, the amount of data companies collect on a daily basis is astounding. The trick then becomes analyzing this data to gain meaningful insights from which impactful decisions can be made.
Mosaic is uniquely qualified to help organizations glean insights from their data. We have more than a decade of experience designing and developing predictive analysis and decision support tools for NASA, the FAA, Boeing, Lockheed Martin, UPS and FedEx. Mosaic provides world-class analytics consulting to our transportation and logistics clients, applying cutting-edge machine learning and algorithm development techniques, coupled with unparalleled domain knowledge.