← Daily Brief for September 2, 2026
Gilbert + Tobin shows governed AI adoption as an operating model, not a tool rollout
Focus: Agents for Non-Technical People
Date: September 1, 2026
Topics: law firms, AI governance, adoption, human accountability, enterprise workflows
Evidence: Unspecified
Availability: Unspecified
Summary: OpenAI published a case study describing how Gilbert + Tobin combines leadership commitment, governance and human accountability around ChatGPT Enterprise and Codex, reporting 87% active usage among enabled ChatGPT users.
Why it matters: Sustainable agent adoption requires decision rights, acceptable-use rules, review responsibility, training and measurable workflows—not merely tool access. Because this is a vendor case study, usage metrics should not be treated as independent evidence of business value.
Original commentary: For Legal AI Brief and consulting material, distinguish adoption from value realization and track cycle time, quality, review burden, risk events and customer outcomes alongside usage.
Source: OpenAI — How Gilbert + Tobin governs and scales AI