AI Adoption · Web3 gaming company · discovery platform & token launchpad
Org-Wide AI Adoption at a Web3 Gaming Platform
90% improvement in AI output accuracy
AI AdoptionSpec-Driven DevelopmentData WarehouseClaude SkillsWeb3Leadership
AI adoption stalls in most companies at the same place: developers use it, everyone else watches. This engagement proved the alternative — AI as an organizational capability, not a developer tool.
The real win wasn’t any single tool. It was building the scaffolding — prompt shaping patterns, a skill directory, and a data-warehouse agent — that let every function work better with AI without needing engineering to hold their hand.