Assessing Potential (Not Just Performance): Future Ready Talent Reviews & the Role of AI - Performance Management Exchange

As performance ratings evolve, leaders face a tougher challenge: how to assess potential credibly, fairly, and at scale. This Exchange will explore how talent leaders can separate current performance evidence from future‑readiness signals.  

And how can AI strengthen talent reviews without replacing human judgment? The focus is practical: clearer definitions, better decisions, and more trusted outcomes. 

Together, we’ll explore how to: 

• Redefine potential as a forward‑looking signal. Focus on adaptability, learning from experience, and readiness for first‑time challenges not just past results. 
• Design talent reviews that surface future readiness. Reduce inflation and early labeling by using shared criteria that limit bias and calibration noise. 
• Apply AI where it adds value and sets guardrails where it shouldn’t decide. Use data to challenge blind spots, improve consistency, and support stronger human judgment.