Robert Wils is a product and AI builder, currently serving as the Head of Product & AI Transformation at Singularity Venture Hub. In this role, he focuses on designing and maintaining agent pipelines, internal tooling, and venture prototypes, transforming manual workflows into automated systems. His approach emphasizes AI as an orchestrator, coding agents as implementers, and adversarial review for safety, with a commitment to reliably bringing AI into production.