Microsoft Launches Its Own AI Deployment Company With $2.5 Billion Commitment

Selling AI tools apparently wasn't enough, so Microsoft is now selling the people who make those tools actually work, which is a tacit admission that most enterprise AI deployments stall out on integration rather than model quality. This follows Amazon and OpenAI into the same forward deployed engineer playbook, turning what used to be systems integrator work into a core piece of the platform business. The real signal is what it says about the market, even with the best models available, customers still need thousands of humans to make the magic actually land.