Enterprise AI companies are disguising labor-intensive services as scalable software by hiring armies of forward deployed engineers to manually build workflows, inflating ARR and valuations while falling short of autonomy claims, argues Anurag Gurtu, CEO of Airrived. The model involves selling an 'AI platform,' then deploying engineers to hand-build workflows customers expected to exist, billing for 'software' and booking as ARR to raise bigger rounds. OpenAI pledged up to $1.5B into Deploy Co with $4B from major investors, while forward deployed engineer postings surged 800-1,000% year-over-year, with total compensation exceeding $300,000 in the U.S. Gurtu warns this is a payroll with a pitch deck, not a flywheel.
The key test: if an embedded engineer is removed tomorrow, does the customer still get value? Companies with same ARR but vastly different engineer counts reveal the difference between sustainable software businesses and expensive staffing operations, showing up in gross margin and scaling costs.
Source: Crunchbase News · Summarized by HeadlinesBriefing