OneGS 3.0 AI efficiency program
Goldman is constraining headcount growth and applying AI to onboarding, lending, vendor management and regulatory reporting; headcount was 47,500 at September 30, 2026.
The numbers
What it is
An internal efficiency plan announced in an October 2025 memo signed by the CEO, President and CFO. It sets efficiency targets that depend on AI-driven productivity gains and describes the AI work as a multiyear effort.
Why it matters to the stock. Expense discipline is the lever that turns revenue growth into margin. A trader should watch headcount and the efficiency ratio in each quarter to see whether the program is delivering.
News
Goldman Sachs builds Claude-based agents with Anthropic for back-office work
In a CNBC interview reported on February 6, 2026, Goldman's chief information officer Marco Argenti said the bank has spent about six months working with embedded Anthropic engineers on autonomous agents built on Claude.