Applying expertise in anomaly detection, forecasting, and more, the ML Solutions Lab helps manufacturing companies improve their core production, maintenance, safety, and quality, as well as R&D and supply chain functions. For example, the ML Solutions Lab helped Formosa Plastics to apply ML to more accurately detect defects and reduce employee time spent doing manual inspection in half.

The ML Solutions Lab has helped customers in healthcare and life sciences to reduce cost and improve patient care using ML. For example, working with Cerner, the ML Solutions Lab created a solution for researchers to analyze anonymized patient data to develop algorithms that predict congestive heart failure up to 15 months before clinical manifestation.

The ML Solutions Lab works with financial institutions such as banks, investment organizations, insurance companies, and mortgage firms to improve forecasting, enable surveillance systems to flag new or emerging threats, generate personalized recommendations for financial products, automate document processing, and improve the customer experience with chatbots and conversational interfaces.

The ML Solutions Lab has extensive experience working with sports organizations like Formula 1, the National Football League, and the Seattle Seahawks, to improve the fan experience and quality of the game. In AWS’s partnership with the NFL, the ML Solutions Lab identified and built an entirely new way for fans to engage with the sport through Next Gen Stats and is currently applying ML to support the NFL’s player health and safety initiatives.

The ML Solutions Lab has worked hand-in-hand to tackle some of the world’s biggest challenges from human trafficking to famine to better understanding our universe using machine learning. For example, the ML Solutions Lab worked with Maxar to more effectively analyze satellite data with machine learning – enabling organizations to move faster to react to disasters, like wildfires, and deliver vaccines to villages in Africa.

In the automotive industry, the ML Solutions Lab has worked with customers in areas including supply chain optimization, in-car entertainment experiences, and autonomous driving. This includes improving the safety of drivers and pedestrians with accurate road scene perception and advanced analytics.