# Job Shift Related Articles

API Stories Can't Support Valuations, AI Giants Start Offering Consulting Services

The AI industry is shifting from simply selling APIs to providing intensive, on-site consulting services, as major players like OpenAI and Anthropic seek new revenue streams to justify high valuations. OpenAI has established "Deploy Co," raising over $40 billion from investors led by TPG at a $140 billion valuation. The deal has an unusual structure, guaranteeing investors a minimum 17.5% return with a profit cap, resembling debt more than equity. OpenAI also acquired the AI consulting firm Tomoro to gain over 150 "Frontline Deployment Engineers" (FDEs). Similarly, Anthropic formed a $15 billion joint venture with Blackstone, Hellman & Friedman, and Goldman Sachs with the same goal: embedding engineers within client companies. A key driver is Anthropic's rapid market share growth, now holding 40% of the enterprise LLM API market compared to OpenAI's 27%, which has put pressure on OpenAI to accelerate its enterprise strategy. Notably, major consulting firms Bain & Company, McKinsey & Company, and Capgemini are among the investors in OpenAI's venture, a move seen as either seeking deeper insight into AI or funding their potential future disintermediation. This pivot is creating a major shift in tech employment. Demand for FDEs—who integrate AI into client workflows on-site—has surged over 800% in the past year, with salaries reaching $350,000-$550,000. Meanwhile, demand for traditional software engineers has declined significantly. The trend marks a strategic inflection point: core AI models are becoming commoditized, while the complex, labor-intensive work of deployment is becoming the new high-value, capitalized service layer. The $55 billion in combined funding represents a bet that hands-on consulting, not just API access, is the future of enterprise AI monetization.

marsbitYesterday 11:51