How AI-native companies turn workflows into operating capability

OpenAI profiles three startups—Basis, Clay, and Exa Labs—using agents for onboarding, account management, and developer integrations. Basis cuts first-day onboarding from 2 hours to 30 minutes by recording a reusable skill. Clay assigns a dedicated subagent per account that updates deal context overnight and surfaces daily priorities, saving roughly one hour of inbox triage each night. Exa's agent monitors repositories, creates pull requests, runs tests, and drafts announcements for integration opportunities; humans decide what ships. OpenAI cites its own data: frontier firms now generate 8.3x more output tokens per active user than typical firms, up from 2.6x in January. The post does not disclose pricing or deployment requirements.