CloudWorks: generative-AI contracts pay 1.8× more, up 8.4× YoY

The article draws its data from CloudWorks, which analyzed contracts on its own platform between December 2022 and November 2023. That window captures the early surge in generative-AI demand, and the reported 8.4-fold year-on-year increase in contract numbers as of November 2023 suggests clients were moving quickly from experimentation to paid work. The 1.8× rate premium for generative-AI projects over other categories is the article's central evidence that this is not just a volume story but a pricing story.

The piece also cites a 2025 survey by Persol Research and Consulting showing side-job hourly pay averaged ¥3,617 with a median of ¥2,083, putting most side earners around ¥50,000 per month. Against that background, the article argues the gap comes from how AI-agent work is priced: by the labor hours saved at the client, not by output volume. It cites a government white paper finding that 86.4% of Japanese companies use generative AI in some form, while 27.0% report no organizational efforts on business transformation—a combination that suggests tool adoption has outrun workflow design capability.

The stakes for readers hinge on whether they can sell workflow design rather than task execution. The article's caveat is that the pricing data reflects December 2023, and it frames the high end of ranges as likely occupied by projects involving system integration and permission design. For employees considering side work, the practical test appears to be whether their day-job domain knowledge can be turned into an automation proposal that a client will pay for.