AI adoption expands professional services output rather than cutting headcount
Naveen Rao argues that AI will increase the volume of work in sectors like legal and coding by lowering costs and boosting demand. He predicts that total output will rise significantly even if salary budgets remain stable.
Naveen Rao contends that the integration of artificial intelligence into professional services will primarily drive an increase in output volume rather than a reduction in headcount. Citing the US legal market, which he values at $300 billion, Rao notes that while AI can automate specific tasks, the verification of outputs by skilled humans remains a critical bottleneck. He suggests that the percentage of salary budgets transitioning to technology spend may remain stable, but the total number of tasks completed, such as contracts reviewed or bugs fixed, will increase substantially.
Rao compares this dynamic to the construction industry, where robotic automation might reduce build times from two years to eight months. In that scenario, the result would be more buildings constructed rather than merely faster construction of the same number of structures. He argues that the demand side expands because the lower cost of production allows for more work to be performed. "It's not that everyone's job goes away because the same task could be done for less with AI plus humans. It's that now, yes, that is true, but I will now do way more of those tasks because the demand side has increased," Rao said.
Regarding the technology stack, Rao views agentic coding tools as overrated compared to the underlying model providers. He predicts that value will accrue to those who own the verification and specification layers, rather than the interface tools. This perspective positions AI as a lever for market expansion in professional services, enabling higher throughput without necessarily displacing the human workforce responsible for quality control.