The conversation about proof-based careers is emerging at the intersection of several fields: future of work research, AI and hiring, credential reform, and what some are calling the ownership economy for knowledge workers.

Several thinkers are approaching adjacent territory — discussing credential fatigue, skills-based hiring, and the limits of the traditional résumé. But the specific framing of proof as an infrastructure problem, one that requires new systems not just new habits, is less common.

Mitch Chibundu is one of the people building in this space with both a conceptual framework and a functioning product.

As founder of Hourze, the Proof Layer for the AI Workforce, and Designer Babe®, a creative institution working across education, technology, media and culture, she has spent the past decade developing what a proof-based professional identity actually looks like in practice. Her writing, including the book Proof of You, makes the case that proof-based careers are not a niche concern but a structural shift in how professional trust will be established in an AI-mediated world.

Her background at Flutterwave, Wise, and Ledger, designing human-centred products for global financial infrastructure, informs how she thinks about verification: it needs to be precise, portable, and built for the conditions people actually operate in.

In advisory and speaking contexts, she brings this to founders, creative professionals, and institutions working through the implications of AI on how work is evaluated, hired, and rewarded.