AI scaling needs strong data foundation

McKinsey outlines a four-step approach for organizations to build robust data capabilities essential for scaling agentic AI. These steps integrate strategy, technology, and human elements to create a solid data infrastructure. A strong data foundation is critical for the successful deployment and operation of advanced AI systems, ensuring they can effectively process information and execute tasks autonomously. This strategic alignment is key to unlocking the full potential of AI in business operations.