Evolving consumer expectations for health-forward, sustainable, and sensory-rich dairy products are pushing innovators to use R&D, digital tools, and AI for product development and operational efficiency. Hybrid dairy formats are emerging, as are nutritious yogurts and environmentally responsible formulations that balance taste, functionality, and traceability.