Consulting in disguise, or a new deployment model?
The central tension is what Frontier actually is. Microsoft's framing is aspirational: a $2.5 billion investment embedding roughly 6,000 industry and engineering experts to co-design and continuously improve AI systems tied to measurable business outcomes [1]. Skeptics read it very differently. Community reaction on Reddit was overwhelmingly cynical, with the dominant interpretation being that Frontier is Microsoft's existing consultancy and professional-services muscle rebranded with AI language - in short, that Microsoft has discovered consulting. The sharper version of that critique is that a $2.5 billion, 6,000-person on-site embed is an implicit admission that Microsoft's AI products do not self-serve value out of the box, so the company sends humans on-site to make them work and bills customers for the privilege. That reading is reinforced by the observation that AI only creates value when woven into real business processes, data pipelines, and compliance structures [3]- precisely the gap human engineers are being deployed to close.


