
The Human Side of People Analytics: What AI Can't Replace I Bessemer Venture Partners, Todd Carlisle
Why do well-supported people decisions still meet resistance? Todd Carlisle, Partner and Chief People Officer at Bessemer Venture Partners, joins Felicia Shakiba to discuss how leaders can make data useful in real conversations and evaluate where AI belongs in HR. Todd explains how he prepares stakeholders before a meeting, combines employee stories with engagement data, and considers the personal peer groups that shape expectations about pay. He also shares four practical criteria for evaluating AI and the moments when human judgment still matters. In this episode Prepare stakeholders before presenting a decision, and pair the numbers with employee stories. Understand why employees’ chosen compensation peers may differ from your formal benchmarks. Assess AI through time saved, money saved, employee experience and the HR team’s experience. Thank you to our sponsors Ikon Analytics at the People Analytics World Conference for hosting. Chapters 00:00:00 Teaser and introduction 00:01:35 Building people analytics at Google 00:03:01 Why correct analysis can fail to persuade 00:06:59 When data meets human assumptions 00:08:00 Preparing stakeholders before decisions 00:11:42 Making compensation data land 00:14:12 Persuading the head and the heart 00:17:12 Pairing employee stories with data 00:19:37 Benchmarking and employees’ chosen peers 00:21:24 Compensation transparency and fairness 00:23:16 Variable pay and performance 00:26:02 Measuring AI’s return on investment 00:31:14 Human judgment and empathy in HR 00:33:42 Learning development and mentorship 00:36:01 Leadership advice for investment firms About the hostFelicia Shakiba is the founder and CEO of LeaderbookAI and an industrial-organizational psychologist. She advises capital-backed companies on leadership, execution and AI transformation. About LeaderbookAI LeaderbookAI offers consulting and AI-powered diagnostics for private equity and portfolio companies. Explore how LeaderbookAI can support your team. Follow the LeaderbookAI podcast in your listening app for more conversations with leaders. More episodes: The LeaderbookAI Podcast : AI in Business











