Closing the Exponential Divide: Preparing Manufacturing People and Workflows for the AI Age (with Nikki Barua of Flipwork)

US Manufacturing Today host Matt Horine interviews Nikki Barua, CEO and co-founder of Flipwork.ai, about the human side of AI transformation in manufacturing and why many initiatives stall. Barua argues companies often start by broadly deploying LLM licenses without clarity on job-specific value, structure, or new habits, creating an “exponential divide” as AI advances faster than people adapt. She emphasizes shifting from an industrial-age, hierarchical task model to fast human–machine learning loops, redesigning workflows with AI at the center, and implementing governance and guardrails for agentic systems. Barua discusses worker identity and self-worth concerns, urging leaders to clarify what AI takes from a role versus the higher-value judgment humans should retain. Flipwork uses a diagnostic (Flip Factor) and 90-day sprints to build real workflows and certify “agentic leaders,” and offers a free assessment at flipwork.ai.Timestamps00:00 AI Needs People First01:51 Nikki Barua Origins04:23 Why AI Adoption Stalls07:33 Human Machine Learning Loops10:24 People Squared Framework12:11 Agentic Workflow Redesign15:57 Identity Crisis at Work20:03 Managing Hybrid Teams23:18 Skills for AI Era Careers25:59 Flipwork 90 Day Sprints28:46 Assessment and Closing29:17 Final Takeaways and OutroLinksNikki on LinkedInFlipwork.aiNikki's website⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠Navigating Trump 2.0 ⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠Revitalizing US Manufacturing⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠Sign Up on the Veryable Platform ⁠