AI-Driven Personalization

AI-Driven Personalization AI personalization programs often begin with strong ambition and weak execution control. Marketing, sales, service, data, legal, IT, and operations teams may all support the idea, but transformation risk appears when use cases are not owned, data readiness is uncertain, approval workflows are unclear, adoption evidence is missing, and leaders cannot see whether […]