AI Giants Spend $8 Billion to Fix Enterprise Adoption
AI Giants Spend $8 Billion to Fix Enterprise Adoption
Publish Date: 2026-07-06 13:35:00
Source Domain: www.pymnts.com
The money for artificial intelligence companies is in enterprise, but the challenge isn’t building the model. It’s getting it to work inside a company that wasn’t designed for it.
AI model makers are racing to address the gap between ideation and integration. Microsoft launched Frontier Company with $2.5 billion and roughly 6,000 engineers, technical consultants and industry specialists whose job is to sit inside enterprise client organizations and build AI systems that produce measurable results. Amazon also committed $1 billion to a parallel effort.
PYMNTS Intelligence’s “The Enterprise AI Benchmark Report” found that 71% of executives at companies with at least $1 billion in annual revenue identified organizational readiness as the primary barrier to AI performance. Only 11% cited the technology itself.
Forward-Deployed Engineers Become the Default Enterprise AI Model
Monthly job listings for forward-deployed engineers, or technical specialists who embed directly inside client organizations to customize AI systems and integrate them with existing operations, increased more than 800% between January and September 2025. A wave of vendor commitments followed.
The challenge is no longer model capability, OpenAI Chief Revenue Officer Denise Dresser said in a May 11 press release. It’s helping companies integrate AI systems into the infrastructure and workflows that power their businesses.
“Forward-deployed engineers can sit with an organization, sit with their users, understand the workflow, and then help them take that capability from their back-office applications, connecting it to the model, and then really building intelligence in terms of each of the workflow,” Dresser said in a May 11 CNBC report.
OpenAI and Anthropic both launched enterprise deployment ventures.
OpenAI’s Deployment Company launched May 11 as a majority-owned subsidiary, raising more than $4 billion from 19 investors, including TPG, Bain Capital and Goldman Sachs, and…
