Mosaic has a decade of data science experience. Much of our work has centered on transportation, especially improving the efficiency and safety of commercial, civilian, and military air traffic. Our consultants have experience in many verticals. Our data scientists have decades of experience, with graduate credentials from first-tier institutions such as MIT, Stanford, and Cornell. We have consulted for NASA, the FAA, UPS, FedEx, and several commercial airlines. MIT Lincoln Labs is among our partners. Mosaic’s projects have delivered or demonstrated millions in cost reductions. While Mosaic does not determine when our customers implement our recommendations, one of Mosaic’s projects found an improvement projected to save the domestic commercial air-travel industry several billion dollars. Our dedication to such practical outcomes sets us apart. Mosaic’s approach to data science is highly interdisciplinary. Our relationship with a customer starts with an exploratory engagement that quantifies the business case for a data science project and develops executive support. We then combine cutting edge methods from a broad set of scientific disciplines to produce a state-of-the-art scientific model. When we translate the model into a production application, we employ agile/lean design and development lifecycles that include robust testing at every level, to ensure highly reliable and scalable solutions. We’re equally systematic about involving the customer at every step, to ensure enthusiastic executive sponsorship, appropriate organizational support, and graceful transitions. Most data science opportunities are about optimization, and Mosaic has deep optimization expertise. We’re expert at modeling uncertainties due to weather, market fluctuations, and human decisions. We’ve modeled many complex geospatial and network-flow problems. We’ve developed proprietary fast-time simulation tools to support effective modeling, verification, and validation. And we’ve mastered state-of-the art approaches to improving cooperation among semi-autonomous organizations that must share data science systems. Mosaic’s headquarters are near Washington D.C. We have consultants nationwide.
