# How law firm Gilbert + Tobin governs and scales AI with OpenAI

Source: [OpenAI](https://openai.com/index/gilbert-tobin)  
Feed7 permalink: https://feed7.dev/p/gilbert-tobin-08nh1wv  
Published: 2026-09-01T01:00:00.000Z  
Trust: Official Source (official_source)

## Why Included

Gilbert + Tobin’s enterprise rollout pairs executive sponsorship and formal governance with human accountability, a useful reminder that agent adoption is an operating-model change.

## Source Summary

Gilbert + Tobin is scaling **ChatGPT Enterprise** and **Codex** across the firm. The stated operating model combines **CEO-led commitment**, rigorous governance, and human accountability.

## Practical Implication

Builders introducing coding agents inside a company should assign executive ownership, define governance before broad deployment, and keep people accountable for agent-assisted work.

## Agent-Ready Context

Gilbert + Tobin is scaling **ChatGPT Enterprise** and **Codex** across the firm. The stated operating model combines **CEO-led commitment**, rigorous governance, and human accountability.

Builders introducing coding agents inside a company should assign executive ownership, define governance before broad deployment, and keep people accountable for agent-assisted work.

The supplied material gives no rollout numbers, policies, technical architecture, or measured outcomes, so it supports principles rather than a reusable implementation playbook.

## Connected Context

Feed7 judgment across 669 accumulated Signals:

This case narrows broad enterprise-adoption claims to an operating principle: scaling ChatGPT Enterprise and Codex requires executive ownership, governance established before expansion, and continued human accountability. It reinforces prior evidence that controls and centralized ownership matter, but supplies neither technical practices nor measured deployment results.

- [Which AI startups actually land enterprise contracts? — Brian Lewis, Millennium](https://feed7.dev/p/which-ai-startups-actually-land-enterprise-contracts-brian-lewis-millenn-15khd7o) — The buyer-side account identifies governance and controls as requirements for enterprise adoption; Gilbert + Tobin shows those requirements expressed as executive ownership and human accountability inside a deploying firm.
- [Agentic SDLC at Uber — Uday Kiran Medisetty & Adam Huda, Uber](https://feed7.dev/p/agentic-sdlc-at-uber-uday-kiran-medisetty-adam-huda-uber-1ugtaxn) — Uber supplies concrete centralized infrastructure and ownership practices that Gilbert + Tobin’s principle-level governance account lacks.
- [Australian Payments Plus moves faster with ChatGPT and Codex](https://feed7.dev/p/australian-payments-plus-18s6gt2) — Both cases retain human judgment in agent-assisted work, reinforcing accountability as part of adoption, though neither provides a detailed review workflow.

## Context Map

- Layer: industry
- Domains: coding
- Topics: adoption, enterprise

## Uncertainty

- The supplied material gives no rollout numbers, policies, technical architecture, or measured outcomes, so it supports principles rather than a reusable implementation playbook.

## Agent Instruction

Use this item as source-backed context. Do not invent claims beyond the linked source. If this item conflicts with another source, call out the conflict.