In this interview from Appian World 2026, Susan Charnaux, chief people officer of Appian, joins theCUBE's Dave Vellante and co-host Alison Kosik to discuss how AI is fundamentally redefining the workforce — from what belongs in a job description to how organizations are restructuring around human-agent collaboration. Charnaux argues that job descriptions must shift from task lists to vision-setting frameworks, enabling employees to offload repetitive work to agents and focus on creative, high-judgment contributions. Rather than framing AI as a threat, she presents the moment as an opportunity for individuals to pursue more meaningful work — and urges employers to ask not how many roles can be eliminated, but how much more can be accomplished together. The conversation also explores the debate over whether recent tech layoffs are truly AI-driven or a correction from COVID-era overhiring, with Charnaux noting that workforce constraints can serve as a forcing function for faster AI adoption. She underscores the critical importance of redesigning workflows before embedding AI, explaining that simply inserting AI into existing operational processes rarely succeeds. On hiring, Charnaux details a growing demand for creativity, big-picture thinking and strong interpersonal skills — traits that complement AI supervision rather than compete with it. The interview also addresses a reported gender gap in generative AI tool adoption and examines Marc Benioff's observation that today's managers are the last generation to oversee humans exclusively. From rethinking organizational flatness in an era of agent pools to reimagining career development through apprenticeship-style models, Charnaux provides a human-centered roadmap for navigating the AI-powered workplace.