Digitalizing the Know Your Customer process in a manner that is secure and at the same time provide a good UX experience is a major challenge. How to detect fraudulent identity document online? How to detect spoofing attacks, e.g., masks or video morphing? This presentation discusses this, and present new technology that uses smartphones with NFC and RFID-enabled identity documents, and how this can be combined with facial recognition. The Dutch bank Rabobank recently went to production with mobile identification using NFC and facial recognition. This use-case and the lessons learned from this will be presented.