Deploy

Deploy (deploy.co), presented as "OpenAI Deploy Co.", is the site for OpenAI's forward deployed engineering (FDE) function. It partners with organizations to address high-impact problems with AI, working from first principles and deploying systems into real-world production environments rather than starting from a general-purpose product.

FDE teams are described as operating in high-ambiguity settings where conventional software approaches break down: they work alongside customer domain experts on a specific problem, validate impact, deliver early value, and then iterate toward scale. Patterns identified during these engagements are generalized into product capabilities, a build-prove-generalize cycle that the site links to work such as the Agent SDK, AI-assisted authoring systems, and model benchmarking and reliability tooling.

Business model

Direct engagements with enterprise organizations in which forward deployed engineering teams build and deploy AI systems in the customer's environment; learnings from these deployments feed back into OpenAI product capabilities.

Traction

Published case studies cover BBVA, where an initial ChatGPT Enterprise deployment expanded and is scaling to 120,000 employees across 25 countries, and John Deere, where AI-powered recommendations for farmers during planting season were associated with a 70% reduction in chemical usage and a 6x increase in customer engagement.