
Two Kates, One Future: Managing Humanity in the Age of AI
What if AI could help managers see the whole human, not just the numbers? Discover how technology is reshaping performance management to be more personalized, supportive, and genuinely human-focused in this conversation between two Kate O’Neills (O’Neil and O’Neill). Topics covered: The confusion and connection of sharing a nearly identical name The mission and approach of Opre in performance management The challenges and insights from building an AI-powered HR tool How AI can complement (not replace) human judgment in management The pitfalls of traditional performance reviews Identifying and using the right signals for employee growth Addressing bias and ensuring fairness with AI in the workplace The impact of local culture (Nashville) on tech company building Dimensionalizing the human experience at work The importance of patience and hope in the future of work and AI Connect with Kate O’Neil Website LinkedIn Episode Chapters: 00:04 Introduction: The Two Kate O’Neills 03:07 Opre ’s Mission and Origins 05:36 Personal Story: Management Firsts and Professional Growth 07:41 What Software Hasn’t Helped With & Insights from Management Practice 10:09 Reimagining the Performance Review 12:10 What Signals Matter in Evaluating Performance? 14:14 Where Humans Must Take the Lead Over AI 17:09 Skills, Systems, Culture & Human Judgment 20:32 Addressing Power Dynamics and Bias in Performance Management 23:09 Improving Performance Without Flattening People 25:19 Dimensionality, Data, and Learning from Knowledge Graphs 29:51 Platform-Mediated Identity & Selfhood 36:00 Nashville’s Influence and the Power of Collaboration 42:10 The Future of Opre and What’s Still Hard at Work 46:24 What This Moment in Work and AI Asks of Us 48:19 Where to Connect with Opre 48:45 Credits and Closing















