HR Data Labs
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 [https://riverside.com/editor/76268577-3a51-45e7-9d9f-7dbc7377e03d/amazon.com/People-Analytics-Reinventing-HR-Work] * Cole Napper - LinkedIn [https://linkedin.com/in/colenapper] * HR Bench [https://hrbench.com/] * Directionally Correct (Newsletter & Podcast) [https://directionallycorrect.com/] Connect with Cole Napper: * LinkedIn [https://linkedin.com/in/colenapper] * Twitter [https://twitter.com/colenapper]
275 episodios
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