Former Amazon AI leader Prem Natarajan joined Capital One as Chief Scientist. He transitions from horizontal big tech platforms to the financial vertical to apply foundation models to complex banking data. This move highlights a trend of industry-specific AI deployment. Practitioners should watch how banks integrate specialized research into consumer financial services.