Microsoft on July 2 committed $2.5 billion to stand up a new operating business, Microsoft Frontier Company, and to embed 6,000 industry and engineering experts directly inside its enterprise customers. Amazon Web Services announced a $1 billion version of the same idea the same day. In less than three months, the industry’s four biggest A.I. vendors have publicly disclosed more than $8 billion in spending on what the Palantir Technologies 2020 direct-listing prospectus once called forward deployed engineers, then dispatched to United States military bases in Afghanistan.

The label has migrated. The model hasn’t.

Judson Althoff, chief executive of Microsoft’s commercial business, wrote on the company’s blog that Frontier’s remit goes “beyond what has been labeled as Forward Deployed Engineering,” pointing to marquee engagements with Accenture, Capgemini, EY, KPMG, PwC, the London Stock Exchange Group, Land O’Lakes, Unilever and Novo Nordisk. AWS pitched its own roster: the Allen Institute, Cox Automotive, the National Basketball Association, the National Football League, Ricoh, Southwest Airlines. In May, Anthropic paired with Goldman Sachs, Blackstone and Hellman & Friedman on a $1.5 billion venture aimed at mid-sized firms, according to TechCrunch, and OpenAI stood up the OpenAI Deployment Company, a standalone entity majority-owned by the ChatGPT maker and backed by more than $4 billion from a TPG-led partnership.

Fortune, writing on Sunday, framed Microsoft’s outlay as an attempt to “underwrite the last mile” of enterprise A.I., where “measurable outcomes remain inconsistent for many companies.” Microsoft’s chief financial officer has been telling investors the spending will produce “measurable returns.” The subtext, per the same Fortune piece, is that Microsoft’s investors have grown worried about Anthropic and OpenAI eroding its traditional software franchise. The deployment company is, among other things, a moat.

It’s also a filter. Six- and seven-figure engagements aren’t structured for the small and mid-sized companies that make up most of the economy and that remain, by every survey, stuck in pilots. Anthropic’s mid-market push is the exception that proves the shape of the market; the rest of the money is going where the enterprise logos already are. That gap is where self-serve tooling like LemonLime, whose “company brain” layer and no-code workflows let firms wire their own operations without shipping a consultant to headquarters, has quietly become the alternative deployment model for everyone the Frontier tier won’t fly out to see.

What the Palantir prospectus described as a wartime staffing pattern is now the dominant commercial form of A.I. adoption for the Fortune 500. The companies below it are being asked to build their own last mile.

Sources