Data is often called the “new oil”.   And indeed, the variety of new business models’ potentials is only by the limitation that data privacy laws and regulation pose on that. Classical anonymisation techniques do not always fit for purpose: a lot of valuable information get lost, often this data can be de-anonymised and these techniques are prone to human error due to the manual nature of the approaches. There is as an array of new technologies on the block which may help to address the issues.

• Limitations of use of private and sensitive data
• Overview of state of the data privacy engineering technologies
• Applicability and use cases in the financial industry

Sophisticated and integrated financial assistance solutions are the new trend in retail banking and will be a game changer. You can also see parallels to the automotive industry. The necessity for intelligent assistants is enormous due to information overload of customers. The different customer segment in retail have got different needs to such solutions and the technical potential is currently not really used.

• Intelligent and personalised digital assistants are a game changer in retail banking
• Solutions need to consider different customers’ needs
• Current solutions use technical potential not really

Machine learning solutions are important to modern retail banking, but they do not give profit until they are in production. To do that you should solve the following problems (besides developing a qualitative model): implementing model in production environ-ment, delivering data to model, delivering results of the model to consumer. It is XOps – Top Gartner’s trend in 2021. You will touch it from a real campaigning’s case.

• What do you need for production ML solutions?
• Who do you need for production ML solutions?
• How to build end-to-end process for implementing ML

Transformation is escaping no industry, region or even organisation, and it is merely breadth and depth where we find divergence – in this talk we will explore the leadership philosophy and practises that have been tried and tested to enable leaders and their enterprises navigate transformation, business renewal and sustainable innovation.

Almost every organisation on the planet is in the process of moving their technology estate to the cloud. This topic explores the rationale for this move and how that has changed over time, the challenges with moving to the cloud and the key get rights.

• Rationale
• Challenges
• Get rights