We deploy autonomic system (Ratebook) for dynamic Insurance portfolio management (EUR 50|100|250m+), deep-learned on how to compete to deliver high portfolio expectations (KPIs) in complex environments. Decision Sciences Company, it-self, masteres the interplay of statistical decision theory, behavioral decision theory, cognitive psychology, economics, operation research, forecasting and machine learning to assist C-level suit in drawing decisions in today's digital revolution, with marginalised human bias, delays and lack of precision.