This guide addresses the role of talent intelligence in human resources, specifically for chief data officers (CDOs). It outlines the challenges faced by CDOs, such as the shortage of data scientists and the need for data-driven insights across departments. The guide explains how talent intelligence platforms, like Eightfold, utilize deep-learning AI to provide insights from extensive data sets, aiding in recruitment, employee management, and development. It details how these platforms can help organizations identify and hire talent with essential skills, improve employee experiences through personalized career planning, and enhance succession planning based on skills rather than connections. The document also discusses the importance of adopting AI technologies to maintain a competitive advantage in the rapidly changing job market. Furthermore, it highlights the potential of generative AI to streamline HR tasks and improve productivity. Overall, the guide emphasizes the necessity for CDOs to leverage talent intelligence to build a future-ready workforce.