Goldman Limits AI Coding Tools to Engineering Staff
The bank restricts Anthropic's Claude and GitHub for most non-engineering staff while rolling out its own AI assistant.
Updated on Nov. 2, 2026 in Artificial Intelligence
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Goldman Sachs has restricted access to advanced AI coding tools, including Anthropic's Claude and Microsoft GitHub, for most non-engineering staff under updated internal guidelines announced in October 2026. The tools had previously been available to non-technical employees; quant strategists are exempt. This is an operational policy change at an existing deployment, not a research-stage development.
Why it matters
The restriction follows a trial period that a Goldman spokesperson said weighed efficiency gains against risks and controls, and it comes after an April 2026 restriction on Claude for Hong Kong-based bankers following a contract review. It signals that large banks are tightening how generative coding tools reach non-engineering staff even as they expand proprietary AI systems.
The restriction is confirmed by a spokesperson and is limited to advanced AI coding tools, with access now gated by job type rather than location. The source gives no figures on how many employees lose access or on the performance or risk measurements from the trial period.
The players
Goldman Sachs
Global investment bank whose internal AI rollout centers on its proprietary GS AI Assistant and ongoing agentic AI trials.
Anthropic
AI developer behind the Claude model whose tools were restricted for non-technical bank staff.
Microsoft GitHub
Developer platform owned by Microsoft whose AI coding tools are among those now limited to engineering staff.
The details
Goldman Sachs is limiting access to AI coding assistants, which generate and check software code, so that most non-engineering staff no longer use them. Access is now determined by job type rather than by office location. Before the change, traders had used these tools for trade monitoring, model building and content generation. The bank is simultaneously rolling out its own internal system, the GS AI Assistant, to roughly 46,000 employees.
Timeline
April 2026: Anthropic's Claude access was restricted for Hong Kong-based bankers following a contract review.
October 2026: Goldman Sachs announced updated internal guidelines restricting advanced AI coding tools to most engineering staff.
The Tech Race
The restriction tightens how two named coding tools, Anthropic's Claude and Microsoft GitHub, reach non-technical staff at a major bank while the bank builds its own GS AI Assistant for about 46,000 employees. The move places Goldman's proprietary-system strategy alongside third-party tools in an unfolding contest over how financial firms deploy generative AI internally.
Most non-engineering Goldman Sachs staff no longer have access to Claude or GitHub coding tools, and access is now set by job type. Employees outside engineering and quant strategy will rely on the GS AI Assistant instead, and the source does not give a timeline for any further change.
The takeaway
Watch whether Goldman extends or narrows the job-type restrictions as the GS AI Assistant reaches its roughly 46,000 employees. The bank's agentic AI trials, including in trade surveillance, will show whether more autonomous tools follow the same gating.
Further reading
For broader context on how firms are deploying generative tools, see the Artificial Intelligence section.
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