From Pilot to Payroll

AI agents just crossed the line from demo to deployment — and that changes what a CEO has to decide this year. The pilot era is ending; the question shifts from "should we try AI" to "how do we deploy agents to everyone, and who supervises them."

In this episode, Stephen Forte covers:

• The deployment proof — Samsung is rolling out ChatGPT Enterprise and OpenAI's Codex coding agent to every employee in Korea and across its global Device eXperience division. When a 250,000-employee manufacturer goes company-wide, the "are these things real" debate is over.
• Agents doing real work — Cognition's Devin is an autonomous software-engineer agent reportedly doing ~$492M of real engineering work a year. The valuation is the least interesting number; the adoption is the story. The org-design question: what work do you hand to an agent, and who reviews it.
• Deploy without getting burned — Sakana's Fugu shows the smart pattern: route across many models as one, so you're never locked to a single vendor. The cautionary tale: Claude Fable 5 was pulled offline globally in 90 minutes by a US export-control order and is still down. Architect for portability.

Plus the CEO playbook: kill the pilot mindset and name a deployment owner; redesign the workflow so the agent drafts and a trained person owns the output; and architect for model portability from day one.

Sources:

• Samsung deploys ChatGPT Enterprise + Codex company-wide — OpenAI / Let's Data Science
• Cognition's Devin autonomous software engineer (~$492M ARR) — Bloomberg via WEEX
• Sakana AI launches Fugu multi-model orchestration — Future Tools
• Claude Fable 5 / Mythos 5 pulled offline by export-control order — Sonnet Code

The AI Brief from the YPO Technology Network is a daily executive briefing on the AI developments that matter to business leaders. Hosted by Stephen Forte.