Deployment Drives Real AI Impact Over Models Alone

OpenAI stresses that powerful models alone don't deliver value—deployment does. Over a million businesses use OpenAI APIs, but success hinges on integrating AI into critical workflows for reasoning, action, and results. As frontier models advance, organizations must redesign operations around them. Forward Deployed Engineers (FDEs) embed onsite to spot high-impact areas, bridging from research to production. This counters the gap where AI pilots fail to scale, enabling durable systems that evolve with new models.

FDE Engagements Build Production AI from Diagnostics

A typical engagement starts with a diagnostic to pinpoint value, then targets 2-3 priority workflows selected by leadership and teams. FDEs collaborate internally to design, build, test, and deploy systems linking OpenAI models to customer data, tools, controls, and processes. This ensures reliability in daily operations. Tomoro's acquisition adds 150 engineers experienced in real-time AI for firms like Tesco (supply chain), Virgin Atlantic (operations), and Supercell (gaming), accelerating from use case to production amid complex governance needs.

$4B Backing and Partnerships Scale Across Economy

Majority-owned by OpenAI, DeployCo launches with $4B from 19 partners including TPG (lead), Bain Capital, Brookfield, Goldman Sachs, SoftBank, plus consultancies like Bain & Company, Capgemini, McKinsey. Sponsors cover 2,000+ businesses; integrators reach thousands more. This combines OpenAI's frontier insights with partners' transformation expertise for change management, adoption, and pattern generalization. Customers get unified access, staying ahead by building for upcoming capabilities rather than today's.