Descriptions:
John Kim, founder and CEO of Sunbird, joins the “How I AI” podcast hosted by Clarvo to demonstrate his company’s internal AI adoption system — a multi-layered platform designed to turn every employee into an AI builder, not just a user. The centerpiece is a token consumption leaderboard where all staff are ranked from AI newbie to “AI god” (defined as spending more than 100 million tokens per day), creating visible social pressure and recognition around AI engagement.
Beyond gamification, Kim walks through two other structural components: a quest system, where any employee can post an AI project need and volunteer builders respond with proposals (with AI itself generating PRDs from specifications), and a skills marketplace where encoded expertise — stored as markdown files — can be discovered and reused across teams and functions. Live demos include a fully functional swag store with Stripe integration built entirely by the marketing team without engineering help, and a suite of marketing tools covering account-based marketing, competitor analysis, and campaign planning.
Kim describes adoption as both top-down (executives checking in with low-token employees) and bottom-up (organic peer learning when visible results inspire curiosity). For organizations struggling to move AI adoption beyond isolated power users, the Sunbird model offers a concrete operational blueprint — using internal marketplaces, leaderboards, and shared skill repositories to create companywide momentum rather than relying on mandates alone.
📺 Source: How I AI · Published May 06, 2026
🏷️ Format: Workflow Case Study
