Cole Napper - People Analytics in the World of AI

Get ready to unleash a surge of passion, truth, and bold insights on how AI is revolutionizing people analytics. Cole Napper, a true luminary in the space, shares the raw reality of data's power, pitfalls, and the brave new world ahead. Buckle up, this isn’t just a podcast; it’s a rallying cry for HR and analytics pros to lead with purpose.  In this episode:  How far has people analytics come since its early days  The impact of COVID and AI on credibility and practice  Why analytics teams are transforming into the future of HR  The role of AI in automating dashboards, insights, and decision-making  The importance of trust and ethical data use in predictive models  How to navigate data quality issues that threaten decision accuracy  Why the next wave is about people intelligence rather than simple reporting  Practical advice for HR teams deploying AI safely and strategically  Timestamps:  00:26 - Intro: The evolution of people analytics & Cole Napper’s background 01:08 - The roots and rise of HR analytics before AI became a buzzword 03:22 - The tremendous journey: from skepticism to credibility in analytics 04:38 - How COVID accelerated AI’s role in HR decision-making 05:07 - Influential luminaries shaping the analytics field 05:57 - Richard Rosenau’s pioneering efforts in analytics recognition 06:43 - The digital impact: How analytics influence real-world change 07:12 - Paying it forward: The importance of community and mentorship 08:15 - The torch carriers: Keeping analytics alive through new generations 09:00 - The threat of layoffs and AI’s false promise to replace analytics teams 09:48 - Recognizing the upcoming AI boom in HR and people analytics 11:09 - The challenge and opportunity: Organizing analytics teams in turbulent times 12:33 - The shift from building dashboards to strategic people intelligence 13:11 - Why risk-taking and experimentation are vital in transformative times 14:16 - The importance of trust, ethics, and human oversight in AI deployment 15:11 - The commoditization of data skills and the rise of strategic role of people intelligence 16:49 - How AI is changing the way we get notified and interact with insights 18:08 - The problem with push notifications and how to create demand for insights 19:41 - The true nature of predictive analytics: asking behind the questions 20:36 - The importance of context, data quality, and avoiding flawed signals 23:25 - The exponential evolution of data speed and the shrinking time to insights 28:17 - The real challenge: acting on predictions without destroying trust 30:23 - The costs of AI: tokenomics, data bills, and strategic investment 33:11 - The greatest data pitfall: messy, unclean HR data and its impact 36:39 - Embracing “Directionally Correct” — the pragmatic path forward 37:42 - The art versus science of compensation data 38:12 - The ultimate focus: solving the business problem 38:41 - Closing thoughts: leadership, trust, and being bold in AI-driven HR  Resources & Links:  People Analytics: Reinventing HR & Work with AI  Cole Napper - LinkedIn  HR Bench  Directionally Correct (Newsletter & Podcast)  Connect with Cole Napper:  LinkedIn  Twitter