Microsoft and AWS turn to embedded engineers for enterprise AI

Microsoft has formed the Microsoft Frontier Company, an internal operating unit that will place 6,000 industry and engineering experts inside customer organizations to design, deploy and operate AI systems. The company is backing the effort with $2.5 billion, with Rodrigo Kede Lima leading the unit and early customers including Unilever and Novo Nordisk.

The move follows AWS committing $1 billion to its own forward-deployed engineering organization, while Anthropic and OpenAI launched similar service ventures in May. AWS is emphasizing roughly 45-day engagements with pods of five or six engineers designed to leave customers self-sufficient, while Microsoft is presenting a more persistent co-design model tied to measurable business outcomes.

The convergence reflects a broader shift in enterprise AI: model quality is no longer the main bottleneck. Vendors are competing to get closer to customers’ data, workflows and budgets, as pilots often struggle to deliver returns once they meet legacy systems and organizational constraints. Microsoft is also positioning the Frontier Company as multi-model, allowing customers to combine OpenAI, Anthropic, Microsoft AI and open-source models in a single engagement.