TLDR: ING has swiftly implemented generative AI across five key areas, including customer service, compliance, and software development, achieving significant progress within a year. Marnix van Stiphout, ING’s COO, highlights strategic focus, dedicated talent, external partnerships, and streamlined risk management as crucial to this rapid deployment, with visible improvements already noted in customer service and compliance processes.
ING, a leading Dutch multinational bank, has made remarkable strides in the rapid adoption and scaling of generative artificial intelligence (gen AI) within its operations, achieving broad deployment in less than a year. Marnix van Stiphout, ING’s chief operations officer and chief transformation officer, attributes this accelerated transformation to a focused and strategic approach.
The bank has concentrated its gen AI efforts on five critical domains: enhancing marketing personalization, upgrading chatbots for superior customer service and straight-through processing, improving Know Your Customer (KYC) and compliance procedures, accelerating software engineering, and supporting wholesale clients in their lending and sustainability journeys. According to van Stiphout, these areas were chosen for their strategic priority and their potential to deliver swift customer value, establishing a foundation for future AI capabilities.
Van Stiphout outlined five key factors that enabled this rapid deployment:
1. Strategic Focus: The bank rigorously adhered to the five identified focus areas from the experimentation phase, resisting the temptation to expand too broadly, especially given the fast-evolving nature of AI technology.
2. Dedicated Talent: ING committed to freeing up the right personnel to work exclusively on AI initiatives, ensuring their full dedication by reassigning other responsibilities.
3. Collaborative Roadmaps: Business teams worked closely with AI and technology colleagues to define solutions, delivery milestones, and success criteria, fostering a unified approach.
4. External Partnerships: Recognizing the novelty and rapid development of gen AI, ING actively sought external expertise, partnering with firms like McKinsey for deployment and hyperscalers for technical infrastructure. This approach not only expedited implementation but also provided tangible proof points of success to the organization.
5. Streamlined Risk Assessment: A new, expedited ‘highway’ AI risk process was established, led by senior colleagues, to facilitate quick decision-making on AI solution design and necessary risk guardrails, adapting to the unique challenges of gen AI.
Initial use cases were deliberately chosen for their lower risk profiles, allowing for rapid iteration and ensuring that any missteps could be easily corrected. For instance, while customer communication is sensitive, chatbot interactions allow for testing and quality control, with human intervention available if needed. Van Stiphout emphasized that AI not only introduces new risks but also enhances the management of existing ones, particularly in KYC, by enabling more targeted information requests. However, he stressed that humans would remain in the loop for sensitive areas and decision-making as agentic AI matures.
The results of ING’s gen AI integration are already visible. Chatbots have improved customer service quality by efficiently routing complex queries to human agents. In marketing, gen AI aids in building personalized communications and predicting customer churn, enabling proactive outreach. For compliance, it has reduced the documentation burden in KYC processes, streamlining customer onboarding.
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Looking ahead, van Stiphout anticipates gen AI becoming more deeply embedded, evolving from task support to comprehensive process automation, with decision-making increasingly integrated into automated workflows. This shift will require organizational adaptation and extensive testing, but ING remains committed to its consistent formula for success: strategic focus, impact creation, strong leadership engagement, smart use of external partners, and a relentless pursuit of rapid value delivery.
