The software company Appian distinguishes between two categories of AI usage. Employees can be relieved of recurring standard tasks using AI skills, such as document or email classification, extraction of relevant information from files or automated prompting. With so-called copilots, customers can be supported by GenKI-based chats for the provision of documents and information, while developer activities can be automated with the help of modular low-code models and recommendations for action.
Concerning financial service providers, ServiceNow identifies the potential for GenAI in customer acquisition and onboarding, customer service, risk and compliance management, and technological modernisation segments. We at Intero Consulting also perceive the standardisation of operational processes as the first step towards automation. ServiceNow is particularly focused on high-performance virtual agents with access to portfolio data to support customers and prevent incidents. Furthermore, GenKI will also play an important role in data analytics, the automation of review processes and audit-proof incident management in the future.
"In addition to focussing on their own value creation, it is also essential for financial institutions to ensure efficient operations in order to survive in the market." - With this statement, Dr Hendrik Lemelson, European Head of Banking Operations at Avaloq, opened his presentation on the necessity for banks to concentrate on further developing their value proposition. Two methods for the outsourcing of standard processes that do not affect the financial service provider's value creation process are compared:
- Business Process Outsourcing (BPO): Execution of all processes on the bank's systems
- Business Process as a Service (BPaaS): Execution of all processes on the outsourcing partner's systems
In contrast to the "classic" BPO model, where banks retain a high degree of individualisation and control, banks that utilise BPaaS benefit from synergy effects and high efficiency. The advantages of BPaaS arise not only from the cross-customer development of best-practice processes but also from the outsourcer's focus on the continuous improvement of processes that are not the core business of banks.
In practice, however, we at Intero Consulting consider the availability of a suitable database and process readiness to be a critical factor in the utilisation of AI in the financial services industry.