Tag: artificial intelligence

Innovation & Business

Tradition meets modernity: Why more and more banks are relying on artificial intelligence

Jochen Werne February 15, 2019

Artificial intelligence is finding its way into the highly regulated world of banking. And not only GAFA Silicon Valley high-tech companies see it as the technology of the future, but also FinTechs and established banks. How it came to this, what possibilities and limits there are at the moment and why humans will remain irreplaceable not only when it comes to money – the commentary

by Jochen Werne, innovation and transformation expert
Munich private bank Bankhaus August Lenz

Original published in German in the IT-Finanzmagazin (31 July 2018). Translation by DeepL

After “FinTech”, “Blockchain” and “Crypto”, “AI” is the new buzzword in the banking world. Whether chatbots in the digital customer center or self-learning algorithms for highly complex investment strategies are being discussed – the omnipresence of the term suggests that the integration of artificial intelligence into one’s own business model seems to be virtually vital.

Artificial intelligence and big data are currently the strongest and most vibrant innovation trends in the financial sector …

… was also one of the guiding principles of Prof. Joachim Wuermeling, board member of the Deutsche Bundesbank, in his speech on “Artificial Intelligence” at the second annual FinTech and Digital Innovation Conference in February 2018 in Brussels.

The choice of the conference venue, which like rarely any other city combines both a belief in progress and a deeply rooted European tradition, can hardly be more symbolic of the forthcoming change. In fact, the topic is by no means new: the development towards an increased use of so-called non-human intelligence is based on approaches from the 1940s – with the invention of the first computers

Artificial intelligence: revolution as a reaction to mountains of data?

But what is now possible in times of exponential technologies is in fact nothing less than a revolution. The financial industry is sitting on a valuable mountain of data, the extent of which is currently difficult to estimate. The maturing AI systems would not only make the preparation and processing of this data easier, but also much more cost-effective, faster and more targeted. Data already collected could become the most valuable raw material and a resource due to the technological leaps in the field of AI, which, in combination with the enrichment of external, non-structured data, must be “usable” in a meaningful way.

The industry is asked to use private data in a sensitive way for the benefit of the customer, – a goal that should certainly apply to all AI-based approaches.

To find meaningful regulations for the handling and the effects of the use of AI on society, economy and thus on our life and the work of tomorrow is the task of politics. The fact that this topic is taken very seriously is evident not only in national initiatives such as the German Platform for Artificial Intelligence “Learning Systems”, but also in the European Artifical Intelligence shoulder-to-shoulder approach, which is being pushed forward by France and Germany.

“Digital hand holding” in the event of a financial crash is not enough

At present, it is still too early to say which operational areas of the financial world will sooner or later be supported – in part or even entirely – by the use of AI systems. However, the financial crises of the past have shown this time and again:

Trust is crucial when it comes to money. Trust in the markets, the banking system and the human contact as an intermediary in a complex issue”.

However, the banking industry knows very well from its own experience how easy it is to loose customer’s trust. An experience that Mark Zuckerberg and Facebook recently also had to make in connection with the Cambridge-Analytica scandal. As with every new technology and every new approach, the same applies to the topic of “intelligent” systems: a lot of trust, coupled with half-knowledge and a big dash of emotionality results in a popular trend cocktail, which, however, bears a certain risk of headaches on the following day.

Jochen Werne

Jochen Werne is the authorized signatory responsible for Marketing, Business Development, Product Management, Treasury and Payment Services at Bankhaus August Lenz & Co. After two years as navigator of the sailing training ship ‘Gorch Fock’, the international marketing and banking specialist completed his studies as client coverage analyst at Bankers Trust Alex. Brown International and in Global Investment Banking at Deutsche Bank AG, he has worked on numerous projects in other European and American countries. In 2001, he joined Accenture as a Customer Relationship Management Expert in the Financial Services Division before joining Bankhaus August Lenz & Co. AG in Munich, where he has since been responsible for various areas of the institute. As part of the Innovation Leadership Team of the Mediolanum Banking Group, a member of the expert council of Management Circle and the IBM Banking Innovation Council, Jochen Werne is a keynote speaker at numerous banking and innovation conferences.

Innovation & Business Society & Diplomacy

Human. Digital. Culture. Our life in times of exponential technologies

Jochen Werne January 16, 2019

16 January 2019 – Author: Jochen Werne

Almost every day, experts in the media try to create a historical analogy for us in order to explain the dynamics and speed with which changes are taking place today at all levels of our lives – from private consumption and our working world to international politics. Often analogies are drawn to different decades of the 20th century. The prominent British historian and Harvard professor Niall Ferguson contradicts these comparisons and sees an analogy rather in the effects that the invention of the printing press in the 15th century had on our lives and on our society. Only that today the changes due to exponential technologies and the Internet take place much faster.

For us as the HUMAN Factor, these comparisons are incredibly important. In times of uncertainty, they help us to better assess the changes and thus at least maintain a certain reassuring feeling of security and explainability. However, if we do not succeed in setting the right filters in times of social media and “information overload”, we run the risk that this feeling of understanding does not materialize and that we all too easily become victims of supposedly simple explanations and “fake news”. Ferguson uses a striking example to illustrate that this is not a new phenomenon and that serious technological changes have also brought major and often turbulent changes to society. In times of the invention of book printing, knowledge was spread more cheaply and a broad part of the population gained access to higher education. One of the first books to be printed in large numbers was the Bible. But also other writings, like “Malleus Maleficarum” or in English the “Hammer of Witches” became famous. The “Fake News” book served to justify the persecution of witches, appeared in 29 editions and has been second place on the book bestseller list for 200 years.

At the latest since the end of the 1990s, since the mass “democratization” of the Internet, our lives have been shaped by the exponential progress of modern technologies. The associated digitalization – the DIGITAL Factor – is not only a technical and economic challenge, but also a societal one. However, the enlightened man began, not to accept everything that a “Beautiful New World”, sometimes reminiscent of Aldous Huxley’s novel, promises. This is shown by citizen projects such as the so-called “Charter of Digital Fundamental Rights” of the European Union.

The word “exponential” automatically hides the logical conclusion that change will take place even faster in the future. These changes affect almost every industry and what is seen today as a billion-dollar future market can quickly become a basic business with significantly lower costs and thus significantly lower profit margins tomorrow. The camera chip of our smartphones costs today only about two to three Euros, a Spotify subscription, and thus the access to an incredible amount of music, only a few Euros a month.

The conclusion for companies in the 21st century is simple: Those who do not understand these exponential dynamics of technical development or do not take them sufficiently into account in their business model can quickly lose touch – not only with customers but also with potential business partners. But why is it so difficult for us to correctly assess the development potential of the technologies? The answer: People think linearly. This is why technologies are usually overestimated at the beginning of their development, but tend to be underestimated in the long run. This was first described in 1965 by the Intel engineer Gordon Moore – later known as Moore´s Law, one of the essential theoretical foundations of the “digital revolution”. In times of exponential technologies, our society risks a split between the group of people with an affinity for digital and digital natives and a group of people who have growing difficulties with the speed of change of our time. The latter have not learnt to keep pace with fast-moving digital innovations due to their low affinity, age or lack of points of contact in everyday life.

Throughout history, new technological possibilities have always come with threatening concepts that have been published and discussed on all media channels available during this period. Today it is: “total transparency”, “transparent consumer”, “constant availability” or even job loss due to ongoing automation and artificial intelligence. At the social and state level, attempts are being made to counteract such fears, to increase competitiveness and to involve the population in the process of change. Two of the many good examples referring to Germany are the strategy on artificial intelligence put in place by the Federal Government and the Platform for Learning Systems initiated by the Federal Ministry of Education and Research.

It is important never to forget, that every change – even if the trigger is a rapidly developing technology – requires a certain time horizon to be implemented and to create broad acceptance. Here the “CULTURE Factor” often comes into play. One example is cash. While the Scandinavian countries, above all Sweden, are about to digitalize their payment systems to a large extent, in Germany currently about 80 percent of all transactions are carried out with cash.

In every business model, global trends need to be identified, changes need to be driven, and local conditions need to be taken into account in order to be successful in this market. The same formula applies to societal change. Especially when it comes to creating an agenda for the use of new technologies for the benefit of our society.

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Photo from Niall Ferguson and Peter Robinson discuss networks and hierarchies throughout history in this episode of Uncommon Knowledge. Quote from the New York Times article “‘The Internet Is Broken’: @ev Is Trying to Salvage It” by David Streitfeld

Innovation & Business Jochen Werne Press & Publications

The bank is perceived as a brand

Jochen Werne January 15, 2019

Original Source in German: published on Oct 5, 2018 – “Die Bank wird als Marke wahrgenommen” Translation by DeepL Pro

Author: Angelika Breinich-Schilly interviewed Jochen Werne, Director Marketing, Business Development, Treasury & Payment Services at Bankhaus August Lenz.

Banks need to do a lot to keep pace in an increasingly digital world. In an interview with Springer Professional, Jochen Werne from Bankhaus August Lenz talks about the challenges they have to face and the right strategies.

(c) Bankhaus August Lenz

Springer Professional: Mr. Werne, what do you see as the most important driver of change in banks that is being invoked everywhere? Is it just the ongoing digitalization or do you see other reasons that require a strategic change process of the institutes?


Jochen Werne: The industry is undergoing what is probably a historic upheaval. We live in times of exponential technologies and in addition to the cost-side necessity of digitizing a large part of the processes of the institutes, the rapid change in customer expectations associated with technology, poses great challenges to an industry which is not known for being greatly agile. This disruption will eclipse many things and later perhaps be judged as revolutionary as the invention of the steam engine. In recent weeks, this has hardly made anything as clear as the rise of the online payment processor Wirecard. Wirecard was not only able to outperform Commerzbank in the DAX in September. Founded in 1999, the company has already overtaken Deutsche Bank in terms of market capitalization. In addition to the ongoing digitalization, there are also other current challenges: The low interest rate phase, which has now already lasted for a long time, is putting massive pressure on the margins of traditional houses. Political crises, trade disputes, currency problems such as in Turkey and Brexit naturally also have a direct effect on the classic business models of banks: In the future, they will have to adapt more than ever and increasingly prove their agility.
The exponential leaps in technology and ever shorter product cycles are forcing the global economy as a whole to change and adapt to changing circumstances more than ever before. Kodak is a good example. For the sake of simplification, the company has often been accused of not being far-sighted, but it has failed because of a culture that has allowed little change. Two letters are currently electrifying the economy: AI. After decades of disinterest, artificial intelligence is suddenly once again regarded as the decisive guarantor of a company’s future viability. The immediate integration of AI into one’s own business model seems indispensable, even vital for survival. Without smart software, you’d think you were dedicated to meaninglessness.
Similar to Facebook, the financial industry holds very valuable data. The preparation and processing of this data will not only become easier with maturing AI systems, but also much faster, cheaper and more targeted. It is nevertheless private and sensitive data. In order to make this resource usable in conjunction with external data, the industry must at the same time ensure its long-term security. Data may only be used in the sense of the customer, the human being – an objective that certainly has to apply to all AI-based approaches. Artificial intelligence offers an enormous range of opportunities for companies to be closer to their customers. But it also has its limits and here we are not only talking about technical limits, but also about limits that arise when the customer’s mindset does not go hand in hand with what is technically possible. Technology will only prevail if people accept it. Too radical a step, without consideration for all three areas Human, Digital and Culture, is always counterproductive.

Springer Professional: You describe that many decision-makers in the banks are well aware of the necessary changes in the business model. At the same time, however, top management often does not seem to set a concrete course and have corresponding visions. Why do you think that is?

Jochen Werne: Digitization, technological advances and the acceleration of product cycles are forcing executives to reposition their businesses. The question is no longer whether and why companies should change and introduce a more flexible organizational form, but only: How quickly and sustainably can they do it? The need for successful Change Management is not new and digitization was not an unforeseeable event. What is new, however, is the sum of the technical innovations, the possibilities offered by the technological leaps and the resulting need for extremely high implementation speeds. This circumstance has far-reaching effects on the entire management of the company. This often leads to different change processes overlaying each other, individual change processes being interrupted, modified or restarted and the organization being in a state of continuous change. And this also applies to the manager.

Springer Professional: In order to become a driver of innovation as a bank, it is necessary to anticipate not only upcoming technological but also social changes, some of which still vary greatly from region to region. One example is the payment behaviour of customers, which looks different in Germany than in other European countries or even in Asia. Many financial service providers now have think tanks or innovation labs to take on this task. But does some good ideas go up in smoke due to poorly thought-out change management?

Jochen Werne: Every new innovative offering must be easy for the customer to understand, intuitive to use and as a bank, absolutely trustworthy in terms of data security. The customer relies on the security of the communication channels as well as the careful handling of his private data. The challenge is to ensure data protection while at the same time providing the highest possible level of customer convenience. The resources of traditional banks offer enormous advantages here. An established bank is perceived as a brand by its clients, who at best associate it with important values such as trustworthiness, competence, industry knowledge and personal service. This trust is enormously important to us and should definitely be used.

Springer Professional: Companies in other industries sometimes find it easier to cope with change processes because they are not subject to additional strict regulations, as is the case with banks. Nevertheless, financial service providers such as Wirecard have succeeded in clearly differentiating themselves from traditional banks with their business model. Recently, the share value of this Fintech has even overtaken Deutsche Bank, the industry leader, as the most valuable institution. What can the industry learn from this?

Jochen Werne: Laws and guidelines have a strong influence on the competitive situation. MIFID II and PSD II are prime examples of this. In the second case, industry experts predicted that the mere opening of the banking infrastructure to third parties would lead to a major shift in competition.
This is a big advantage for FinTechs, but also the FinTech industry, which is already in the process of market consolidation, has to make considerable investments and adjustments, even if the new regulations now also open up new market opportunities. Non-adaptable service providers without sustainable and a viable business models will be driven out of the market, as will banks whose offerings do not meet the needs of customers in a digital world.
The example shows not only the usefulness of cooperation, but also its necessity. The advantages of banks, such as routine handling of regulatory issues or cross-selling opportunities due to the existing customer base, will continue to exist even after the market consolidation of the FinTech industry and the introduction of new technological standards.

Springer Professional: In order to be a driver of innovation, a bank does not necessarily have to handle all tasks alone. Where and when do cooperations with Fintechs make sense from your point of view?

Jochen Werne: What some have, others lack. Banks have a solid customer base, greater financial resources and, most importantly, a banking licence and the necessary know-how to deal with the relevant regulatory authorities. In addition, traditional financial institutions with many years of market experience, expertise in customer business and their trust can score points. Fintechs, on the other hand, have business models that are geared precisely to bringing innovative, customer-centric digital tools to market in a short space of time. Strategic alliances make sense, because ultimately everyone benefits – especially the customers. Not only the young generation today has very high demands on innovative mobile banking, but all age groups have discovered the new mobile possibilities in a very short time. Personal access to customers, which has persisted despite all the financial crises to date, is a sign that banks have preserved their most important asset – the trust of their customers. In an increasingly transparent and open financial world, however, the extent to which the customer’s loyalty to his bank will remain, is open.