What Analytics Do Startups & PE-Backed Firms Need? - Andrew Bartlow - #180

Thanks to HRBench for powering this episode. To find out more about the company building the future of people intelligence, reach out to book a demo at hrbench.com/directionallycorrect! Check out this episode of the #1 people analytics podcast with special guest, Andrew Bartlow, Operating Partner & Senior Advisor at Altamont Capital Partners; Co-Founder, People Leader Accelerator! In this episode, Cole Napper sits down with Andrew Bartlow for a wide-ranging conversation on what HR and people analytics leaders can learn from the world of venture-backed startups, private equity, and high-growth technology companies. Drawing on decades of experience spanning engineering, HR leadership, venture-backed software companies, private equity portfolio operations, and executive coaching, Andrew explains why context—not best practices—should drive every people decision. Together, they unpack how venture capital, private equity, and public companies operate under fundamentally different business models, why HR leaders must understand investor expectations, and how those realities should shape workforce strategy, talent priorities, and the metrics that matter. Andrew demystifies concepts like bootstrapping, exits, venture funding, private equity ownership, and startup ecosystems while explaining how those forces influence executive decision-making and the role HR plays in creating business value. The discussion explores why business acumen is the defining capability for modern HR leaders and why people analytics should always begin with understanding how the company creates value. Rather than chasing universal scorecards or generic best practices, Andrew argues that every metric should align with the organization's current business context. They debate which workforce measures truly matter—including headcount versus plan, critical hiring progress, labor cost as a percentage of revenue, productivity, profitability, and growth—and why commonly reported metrics like eNPS often receive far more attention than they deserve. Cole and Andrew also explore how startup environments create entirely different talent dynamics than mature enterprises, why employee turnover is often driven more by external alternatives than internal dissatisfaction, and how labor markets, organizational stage, investor pressure, and company culture influence retention. They discuss talent density, organizational design, multi-incumbent roles, workforce planning, performance management, and why many HR teams mistakenly optimize for activities that executives value least. The conversation also covers Andrew's entrepreneurial journey building an HR technology startup, lessons learned from failure, the realities of software entrepreneurship, and why founder experience fundamentally changes how leaders think about business. They discuss AI's growing impact on HR, how automation will reshape business partner roles, why judgment remains uniquely human, and what tomorrow's HR leaders must do to remain indispensable as AI increasingly handles transactional work. Andrew also shares the philosophy behind People Leader Accelerator, how the program develops high-impact HR executives, why contextual thinking separates exceptional leaders from average ones, and what future HR professionals should prioritize if they want lasting influence inside their organizations. Whether you work in people analytics, HR business partnering, organizational effectiveness, workforce planning, talent strategy, executive leadership, or simply want to better understand how high-growth companies think about people and performance, this episode offers a practical masterclass in aligning HR with business outcomes in the AI era. If you like this episode, you’d also love exploring prior episodes—visit colenapper.com for the full archive and show links.