Former Amazon Alexa AI head Prem Natarajan joined Capital One as Chief Scientist. He moves from horizontal big tech platforms to the financial vertical to apply foundation models to banking. This shift highlights a trend of industry-specific AI deployment. Practitioners should watch how vertical-specific constraints shape future model implementation in finance.