Every enterprise wants to put AI and agents in front of its own customers. Few can, because one hallucinated number breaks trust and, in regulated industries, becomes a liability. This session examines the verification problem behind customer-facing AI — lineage, deterministic checks, and provable answers — and what it takes to ship intelligence others can rely on.