How to Get a ‘Transformative’ AI Fluency Rating as a PM, with Wade Foster | CEO of Zapier

AI fluency has become a critical performance metric for product managers, requiring a shift from basic task automation to the construction of sophisticated "software factories." Achieving excellence involves balancing AI-driven speed with human judgment to avoid producing "AI slop"—mediocre, unverified output. Effective product managers now leverage agents to handle repetitive workflows, such as synthesizing customer feedback from Gong and Zendesk, while maintaining human oversight for high-stakes decisions. Beyond individual productivity, the most advanced teams are building "company brains" and deterministic pipelines that automate the entire product development lifecycle from PRD generation to code deployment. As SaaS platforms increasingly move toward headless architectures, the primary user of software is shifting from the human to the AI agent, demanding that product leaders design systems that are both machine-readable and capable of autonomous, reliable execution.