Blockpass Identity Lab at Edinburgh Napier University, The Data Labs and Sitekit Systems Ltd, t/a Condatis are collaborating on an industry-focused PhD programme and which focuses on privacy-preserving behavioural analysis and biometric methods. Condatis currently employs around 50 highly-skilled staff, predominantly in Edinburgh and the Isle of Skye. Condatis is part of the Sitekit Ltd Group, which was established 1989 and is now a recognised digital identity UK-market leader. The focus for the PhD is around how we can identify users using their behaviour patterns and in biometric methods, but how we can respect the privacy of the user. It aims to apply novel methods in cryptography and in machine learning, in order to protect the sensitive data gathered on a smart phone, but still allow for machine learning.