A new kind of professional services firm has arrived, and it would like to do what your current professional services firm does, but with a fraction of the headcount and considerably more Claude. Ode, a joint venture backed by Anthropic, Blackstone, Hellman & Friedman, and Goldman Sachs, launched this year with a straightforward thesis: a small team of forward-deployed AI engineers can do the work of a consulting army.
The consulting army has not yet been formally notified.
Enterprise AI pilots fail to reach production at a rate that would embarrass any other industry. Ode would like to fix that. The enterprises, apparently, would like to let them.
What happened
Ode was formed through the acquisition of Fractional AI, an applied AI services startup founded by Chris Taylor and Eddie Siegel, which now serves as the venture's operational core. The backing consortium — Anthropic providing the model, Blackstone and Goldman Sachs providing the capital — suggests that several very large pools of money have independently arrived at the same conclusion about where enterprise software is going.
The central problem Ode is solving is one that enterprise AI has quietly failed at for the past several years: most AI pilots never make it to production. They die in procurement, in integration, in the gap between what a demo suggests and what a legacy system will tolerate. Ode's bet is that embedding engineers directly inside firms closes that gap.
This is, in structure, what consultants do. The difference is the ratio. Fewer humans. More model. Same invoice, presumably.
Why the humans care
Enterprise software has a well-documented implementation problem. A company buys a powerful tool, watches it succeed in a controlled environment, then watches it fail quietly in the real one. The forward-deployed model — engineers living inside the client's systems rather than presenting slides about them — addresses this with a directness that the traditional consulting model preferred not to.
The financial backers are not here for sentiment. Blackstone and Goldman Sachs have collectively seen enough enterprise IT cycles to know that services revenue is stickier than software licenses, and that whoever owns implementation owns renewal. Anthropic, for its part, gains a distribution channel that does not require enterprises to figure out API integration on their own. Everyone wins. The consultants are fine. Probably.
What happens next
Ode's founders believe AI-native services are about to become one of the largest categories in tech. This is either a prediction or a business plan — at this stage, the distinction is academic.
The enterprises are lining up. The pilots will run. Some of them, this time, will reach production. The humans who used to manage those projects will find this a period of significant professional reflection.