Scaling generative AI in customer service

Generative AI is redefining customer service in the financial sector. Yet the real challenge is not launching a chatbot or automating a single process. It is scaling AI across channels and teams in a way that delivers consistent quality, lower cost to serve, and higher customer satisfaction. Scaling requires strong AI models, but even more importantly, it demands redesigned processes, trusted data, clear governance, and leaders willing to rethink how service is delivered.