Kinga Vajda

I work at the decision layer of complex, technology-mediated organizations. My focus is decision governance: how authority, accountability, and risk are made explicit before commitments lock — especially under speed, scale, and AI-driven abstraction. My work is grounded in lived exposure to operating systems, not advisory distance. I study how systems fail when clarity is deferred, and design structures that make responsibility visible before consequences migrate into people.