Lumian emerged from stealth with $3 million in funding to build an AI-native Amazon agency. The SF-headquartered start-up is building a single workspace in which specialized agents run advertising, listings, inventory, content, and account health continuously, with human brand managers owning the decisions. The round was backed by Flybridge, Bowery Capital, and Fika Ventures.