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Inside Anthropic’s Applied AI Organization

Understand how Anthropic's Applied AI department operates, focusing on the Forward Deployed Engineer role. Learn how FDEs collaborate with various teams, contribute technical solutions inside customer systems, and provide valuable feedback to improve Claude and the platform. Gain insight into engagement stages, teamwork, and the balance of FDE responsibilities across prototyping, architecture, and field signal work.

An FDE rarely carries an engagement alone. Before an FDE writes the first line of code inside a customer’s systems, other people at Anthropic have qualified the customer, agreed on what the engagement should deliver, and planned how its value will be measured. While the FDE builds, others manage the schedule, the stakeholders, and the relationship with the customer’s executives.

This structure explains much of how the FDE role works. It shows which decisions an FDE makes alone, which ones the FDE shapes with others, and where the FDE’s field knowledge goes once an engagement ends.

Where Applied AI sits at Anthropic

Anthropic runs Applied AI as its own department, separate from Sales, Product, and Research and Engineering. FDEs are members of this team. The Applied AI organization is the part of Anthropic that helps customers turn Claude into working products and workflows, from the first technical evaluation to systems running in production. ...