“Google, how’s my portfolio performing and what to do now?” AI in the financial sector – the next big thing?

Original published in German in the Handelsblatt KI-Summit “KI-Business Guide”. Translation performed by DeepL.com

“Google, how are my stocks doing and what to do?” AI in the financial sector – the next big thing? by Jochen Werne, Bankhaus August Lenz

AI is making its way into every industry, but banks, insurance companies and FinTechs in particular are seeing a renaissance for their data-based business models in disruptive times. Jochen Werne, director and head of the innovation team at Munich-based private bank Bankhaus August Lenz, explains the role that the human factor will play in banking and consulting in the future.

Google, Apple, Facebook and Amazon (GAFA) have long seen artificial intelligence as the technology of the future. Banks and insurance companies also see the potential in machine and deep learning approaches to be a relevant player in the future in an increasingly technology-driven market environment. After “FinTech”, “Blockchain” and “Crypto-currencies”, “AI” is the new buzzword of the industry. From the AI-optimized chatbot to highly complex, self-learning, investment algorithms – the omnipresence of the term suggests that the integration of Artificial Intelligence into one’s own business model seems to be virtually necessary for survival. But is that really the case, where do we stand and which factors cannot be replaced by technology?

What becomes possible in times of exponential technologies is de facto nothing less than a revolution. The financial industry holds a vast amount of valuable and already processed data. Not only do they reflect our daily and extremely private life, from buying tickets for the subway via apps to the preference of our garments – but they reflect also the payment flows of entire companies and industries, and therefor our entire economy. Maturing AI systems not only make it easier to prepare and process this data, they also make it much cheaper, faster and more targeted. AI will not only enable banks to make their services more customer centric, it will also transform most areas of the financial industry – from asset management to business operations and money laundering prevention to marketing.

Data protection has top priority

Every major technological leap has historically been accompanied by a positive and an abusively usable development. TIME magazine recently published an article by Apple CEO Tim Cook entitled “It’s time for action on privacy. We all deserve control over our digital life”. Every electronic transaction generates customer-specific data. These structured data sets, which have been collected for many years, are now becoming the most valuable raw material. It’s important to create meaningful use-cases especially when it comes to the enrichment of existing structured data sets with external, possibly unstructured data. However, this is exactly where the risk lies. If sensitive data falls into the wrong hands and is deliberately misused, cyber attacks can cause considerable damage to individuals and groups. Trust is and remains therefore one of the most important assets of a credit institution or financial service provider. Consequently, the protection of customer data in a digital banking world has absolute priority today more than ever before. When using AI technology, it is therefore essential to use private and sensitive data in the interests of the customer. And this is where not only IT and cyber security departments of banks come into play, but also politics: their primary task must be to find meaningful solutions for handling the effects of the use of AI on society, the economy and thus on our lifes and the work of tomorrow. And this without endangering the competitiveness of our own country. The fact that this topic is taken seriously is evident not only in national initiatives such as the German Platform for Artificial Intelligence “Lernende Systeme”, but also, for example, in the European Artificial Intelligence shoulder-to-shoulder approach, which is being pushed forward at full speed by France and Germany.

The ideal model for private customer business: Connection of AI and human-based advise

In order to advance the acceptance of AI in the financial sector, it is important that existing digital tools are even better adapted to customer needs. The successful symbiosis between people and digital technology is indispensable. With the help of online financial forums, banking apps, vlogs and digital industry comparisons, private individuals can now achieve basically the same level of knowledge as financial professionals, but what is usually lacking is the successful filtering of the “information overload” and the consideration of the behavioral finance problem.

A realistic model for the successful transformation of the financial sector is therefore quite simple: streamline business models and processes, use data efficiently and always place the needs of customers at the centre of all activities. Taking advantage from technological progress always comes with successful deployment scenarios. Consequently, the technological revolution associated with the use of AI systems can only succeed if it is accepted by society – meaning, by us humans.

Handelsblatt AI Summit: Revolutionary technology & the impact on our society

AI thought leaders met on the 21st and 22nd at the #HBAISummit not only to discuss the latest developments in machine and deep learning programming but especially real use-cases, trends in the start-up scene, the role of Germany and Europe in the AI race and the impact of AI on our society. Read more here

It has been a great pleasure discussing and being inspired by a highly engaged auditorium during two sessions:

AI in Finance

Fireside Chat: Es geht immer Meer

Platform Banking: Changing Perspectives for New Players in the Digital Ecosystem

Author: Jochen Werne – Original published by Bankenforen Leipzig in Bankenforen-Themendossier – 12 March 2019 – Translated by DeepL

There is no lack of buzzwording when it comes to trends in the financial sector: Disruption, FinTech, block chain, crypto. Currently, another term is climbing the zenith of a media hype – platform banking. And not without good reason. “Platform Banking” was voted “Financial Word of the Year” in 2018. Behind this lies the call for banking institutions to open up to third-party providers. Banks and savings banks should not only offer their own services on open platforms, but should also integrate third-party offers and services. Consistently thought through to the end, banks will thus become more intermediaries for all possible services and less providers of their own financial services. The legally necessary prerequisites for such an approach in the strictly regulated financial market have already been set in motion by the adoption of the Payment Services Directive PSD2. Will platform banking become a new hope for the industry, or another risk component in the attempt to lose fewer customers to new technology competitors?


The hype surrounding the topic is understandable: Eight of the ten world’s most valuable companies – Amazon, Google, Microsoft, Apple and Co. – have a platform in their business model. And even more striking: Only one of these companies was already among the top 10 worldwide in 2008. This growth potential, which is the result of the platform expansion, is of course intended by many industries to benefit themselves. The world of finance is also changing rapidly. In recent years, a variety of innovative developments have taken place in the areas of payment transactions and payments. The arrival of third party providers and fintechs has changed the market sustainably and comprehensively.
According to a recent whitepaper by Deloitte Consulting, banks will also have to consider a platform strategy in the future: In the future, the customer base will also be able to access products and services from third-party providers in addition to the existing offering. The long-term goal behind this is well known – to retain existing customers, acquire new ones and increase margins.

Platform as recipe for success?

In general, a platform can be seen as a place where supply and demand meet. Economists call such a market – not a new discovery. Due to the digitization of all areas of business and life, geographical boundaries of the marketplaces belong to the past. The result: an almost unlimited number of supply and demand meet on a digital platform – and competition is known to stimulate business. In these business models, the so-called “network effect” ensures that with each new provider on a platform, the incentive for demanders and customers also increases. And in general the more demanders there are on the platform, the more lucrative it becomes for the suppliers. Both sides save enormous search and time efforts and transaction costs are reduced. In short, reflects this the recipe for success behind industry giants such as Amazon, AirBnB, Uber and Co. Nevertheless, there are existing fundamental reservations. The desire of many bank managers to grab a straw in order to grasp a component of hope in a difficult market environment seems understandable. However, blind action is fatal in this situation. Banks must not forget what the emergence of competition in the form of FinTechs has already revealed: frightening weaknesses with regard to their own modern hardware and software solutions, organisation and innovative corporate culture. The fact is that the challenge facing change management is proving to be enormous. And this already now, without having given space to the idea of creating a single platform. The current wave of closing down banking or partnership-based Robo Advisor solutions shows how quickly these carriers of hope can become problems. The commission model behind this, which is always transparent and low priced, is hardly profitable for the banking infrastructure and marginalises the added value that an institution is able to provide for its customers.

The complexity of the changes on all levels, starting with the completely changed, technological possibilities and their effects on the transformation of long-established business models, over the resulting new economic situation of the enterprises are enormous. The difference to the past decades lies in the temporal component. If companies today do not react directly to market changes, they open the way for competitors to their own customers. And this faster than ever before. In such disruptive times, all those involved want an “efficient” change process. However, active, well-considered and vital change management is often criminally neglected. For this one opens door and gate to blind actionism.

The business model of a financial platform is complex, the regulatory framework is strict and the willingness of customers to switch is only slightly visible. For this reason, this business model has so far been too uninteresting for Internet groups. And now, of all things, the banks, often perceived as conservative and unmodern, are to be transformed into digital platforms that can compete with Amazon & Co?

Enormous change management challenge

Banks need a forward-looking and sustainable strategy. That is beyond question. At the latest since the massive “democratization” of the Internet at the end of the 1990s, our lives have been shaped by leaps in technology. In short, the world feels like it is turning faster than ever before. What does this mean for the banks of the 21st century? Anyone who does not understand this exponential dynamic of technical possibilities or does not take them sufficiently into account in his business model can quickly lose touch – with the customers of today and tomorrow. Open banking is both an opportunity and a technological challenge for the banking industry. The European Payment Service Directive 2 – or PSD2 for short – has inevitably made opening up to third parties the focus of the digital strategy.

At the technical level, this is primarily associated with the use of programming interfaces, so-called APIs, which enable both internal and external cost-effective and fast access to data, as well as functions of software applications. What provides the end customer with a cross-product customer experience, means for banks to strategically cooperate with external partners. For FinTechs, cooperation is also advantageous. It creates fast access to customers and their data, as well as to the necessary financial and structural prerequisites.

Anticipating these developments requires a good eye for tomorrow’s customers. After all, customer data is a success driver for future business models. A few years ago, FinTechs began to “poach” their digital offerings among the customer base of traditional institutes. All of this culminated in Robo-Advisors, standardized, computer-controlled asset managers with low fees. It was therefore time for the banks to set sail anew. The plan was to enter into symbioses with FinTechs or “buy” their products directly into their own portfolios. For many large banks, it has become good form to enter into cooperation with small, independent and innovative financial service providers. This is also clearly demonstrated by the current situation of FinTechs. Mergers and co-operation are nothing else than a proof for the fact that the search for sustainable business models is not easy with a fixed idea to solve, not even with the platform strategy. Nevertheless, neither the previous business models nor the product possibilities seem to be mature.

Don’t forget the human factor

The personal relationship, the touchpoint between customer and consultant in the real world, has been increasingly reduced by the acceptance of digital banking. Nevertheless, even if a digital experience is a good thing for a modern bank, consumers continue to appreciate human contact points – especially in economically or politically turbulent times.

The challenge lies in providing the right balance between the digital experience and the traditional, trust based, personal customer relationship.

Jochen Werne


This is precisely the added value that banks can really deliver in this environment today. And this without having to rely on the healing promises of platform banking. Be a guide in the digital jungle and protect customers from ill-considered gut decisions. In addition, it is important to include the customer’s background, apart from monetary issues, in the decision-making process. This usually requires a counterpart. Not a digital one, but a human one. A person of heart and soul who generates trust and can provide a place for personal encounter. Today, it is the customer alone who determines where this is located and what it should look like. The same goes for when this meeting takes place. The modern customer expects the best possible service regardless of space and time, not only in view of the phenomenon of digital gadgets.

At a time of fast pace and constant digital transformation, it is ultimately the Bank’s task to invoke traditional values, ensure humanity and meet the need to be an institution that the client trusts. Perhaps even beyond monetary concerns.

Jochen Werne

Handelsblatt KI-Summit – Thoughtleaders in AI meet in Munich

It’s a great pleasure having the chance to meet international experts and supporting the Summit as Speaker on AI in Finance and with an evening fireside chat about leadership, transformation and the sea.

HANDELSBLATT KI-SUMMIT

DETAILS & LINK TO THE SUMMIT
Fireside Chat in der Future Lounge about Leadership in times of transformation

KI-INsights Businessguide

Read interviews and articles from experts in the KI-Businessguide published by the Handelsblatt for the Summit and free to download on this website

It was a pleasure supporting the publication with reflection on AI developments in the Financial Industry called: “Google, how are my stocks doing and what to do?” AI in the financial sector – the next big thing?
AI in Finance Session in the Handelsblatt KI-SUMMIT
AI in Finance Session in the Handelsblatt KI-SUMMIT

Book recommendation– Innovations and innovation management in the financial sector

Transformation of an analogue private bank into an innovation driver

Co-Author: Jochen Werne

Chapter: Transformation of an analogue private bank into an innovation driver

Find a reading extract here

Buy at Amazon / Springer Shop / Thalia / Hugendubel / GooglePlay

published by Springer

Content extract

Chapter 5: Transformation of an analogue private bank into an innovation driver
Reflection on change, technological progress and human behaviour in disruptive times
The article analyses and discusses the changes, challenges, decision paths and implementation practices of Bankhaus August Lenz in the years 2014 to 2016. In addition, the author would like to provide executives and managers entrusted with the transformation of their institution with practical arguments that may help them to cope better with daily challenges in change management practice. As a traditional private bank with a European parent, the task was not only to complete the transition away from a fully analog bank, but also to adapt the Group’s strategy for the German market with the budget adapted to the size of the institution. The most important internal customer was also integrated into the change: the Family Banker®, which is at the heart of the philosophy and is responsible for customer contact. This human contact and personal contact is the guarantee for the indispensable relationship of trust between customer and bank. The author examines issues such as coopetition, agile project management approaches and cooperation with FinTechs. In addition, topics such as value proposition, behavioral finance, the need to concentrate on core issues, the importance of personal consulting in the digital age and exchange in an international working environment as well as communication are treated as essential success factors. The paper does not claim to be perceived as a scientific work, but focuses on the practical implementation of the core problem of a market participant in a disruptive market – the question of how to restructure and realign companies in order to continue to play a role as a market player in the future.

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

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.

The bank is perceived as a brand

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.