Scaling AI-Driven Personalization: Strategic Choices at Company Alpha

Abstract

This case examines Company Alpha, an AI-driven firm founded by Mr. Suresh to transform big data into actionable business insights. Established in 2012, the company delivers hyper-personalized recommendations through its platform, Maya.ai. The case highlights its four core service components Data, Recommendation, Customer Experience, and Marketplace that drive digital transformation. It explores the growing role of AI and Generative AI in financial services, particularly in personalization, credit scoring, and customer engagement. Real-world applications such as chatbot-driven services and strategic collaborations (e.g., with Visa) are discussed. The case emphasizes how AI enhances efficiency, customer satisfaction, and competitive advantage. It also raises managerial questions on technology adoption, data utilization, and innovation strategy.