Cognilyze is a company that specializes in predictive analytics and recommendation systems. They offer solutions designed to enhance customer engagement by delivering personalized recommendations and insights based on consumer behavior and data analysis. Leveraging machine learning and other advanced technologies, Cognilyze aims to optimize marketing strategies and improve user experience for businesses.