Kodex AI & Deutsche Bank – Adopting Generative AI in Banking, Oct 2024

The October 2024 white paper by Kodex AI and Deutsche Bank explores the transformative potential of Generative AI (GenAI) in the banking sector. This comprehensive analysis examines how GenAI can enhance compliance, client engagement, and risk management, while facilitating knowledge sharing and accelerating the development of innovative solutions. The report emphasizes the necessity of high-quality systems and data to fully leverage GenAI's capabilities and discusses the challenges in distinguishing between various AI models. It introduces key tools such as Retrieval-Augmented Generation (RAG) and Parameter Efficient Fine Tuning (PEFT) to minimize errors. A phased approach to GenAI adoption is recommended, starting with simple tasks and progressively advancing to more complex applications. The paper also advocates for industry-wide standardization of test data, the establishment of fair usage policies, the creation of AI sandboxes, and the simplification of regulatory frameworks to facilitate effective AI integration.