a-Gnostics implements an Industrial AI service focused on anomaly detection and equipment failure prediction. The service is tailored to multivariable processes and timeseries data retrieved from industrial equipment to automatically and correctly indicate normal, failure, and prefailure status. The main aim is to use Machine Learning and Artificial Intelligence to predict failures before it happens. It is piloting for Manufacturing and Energy enterprises now. Previously, a-Gnostics start-up team has launched several bespoke Data Science projects to production for leading Ukrainian enterprises from Agricultural and Energy industries. Graduated from Energy Accelerator in 2018, a-Gnostics became a finalist of Bind 4.0 competition in San Sebastián, 2017, and introduced its first failure prediction model during the Spark Summit in Brussels, 2016. a-Gnostics is Industry 4.0 subsidiary of custom software development outsourcing company, SoftElegance, that was founded in Kyiv, Ukraine in 1993, has office in Houston, and specialized in providing reliable services for implementation of SaaS systems, sophisticated business solutions, engineering applications, and business processes automation software for the U.S. companies, ranging from dynamic small and medium to Fortune 500.