Your Next VP Is Already on Your Payroll — AI Just Knows Where to Look

Only 3% of CHROs say their organization excels at picking the right leaders. That's not a typo. And most companies respond to that gap by defaulting to external search — which fails 30 to 50 percent of the time and costs up to 400% of the executive's salary to get wrong. Workhuman just launched a product called Future Leaders that takes a different approach. Using their proprietary AI model, Ascend, it analyzes recognition patterns and collaboration behavior already happening inside your organization to identify mid-career employees who are demonstrating VP-level leadership — three to five years before they'd surface in a traditional succession review. The system runs continuously, not once a year, and Workhuman claims roughly 80% prediction accuracy. In this episode, we walk through how it works, why recognition data turns out to be a better signal than manager nominations, and what "talent magnets" have to do with building a leadership pipeline that actually compounds over time. Plus, the practical first step any HR team can take — before buying anything.