Andreas advises CROs and business executives of leading financial institutions and corporates across the globe on strategies to manage risk and realize growth opportunities. He leads McKinsey’s analytics and model risk management activities with Risk Dynamics.


In more than 10 years with McKinsey, Andreas has led multiple transformations in leading institutions across financial and non-financial risk. He supports clients in development and validation of credit models, digitization and automation of lending journeys, design and execution of regulatory compliance programs, and setup and strategy for advanced analytics and big data organizations.

His areas of expertise include – amongst others – regulatory and non-regulatory model development, machine learning methodology, validation and model risk management, compliance and anti-financial-crime, data management, stress testing and capital management. He founded the European Advanced Analytics and Digital Risk Service Line in Europe.

Prior to joining McKinsey, Andreas worked for a leading German bank. He holds an MBA, and a PhD in quantitative finance from the Universität Passau, and studied mathematics. Andreas lives with his wife and three children in Berlin, Germany.