AI founders face two major challenges: scaling products in a competitive market and embedding responsible practices from the start. This session could explore how hardware and edge devices intersect with commercialization and why data governance and responsible AI should be built into every growth strategy. Attendees will learn how to avoid common pitfalls, leverage unique GPU infrastructure for training, and upskill teams to become effective AI operators.