The world's first platform to evolve from a content-incentive network into an AI human execution network: from content-incentive traffic to AI human compute infrastructure. Four phases, one continuous path.
Build a user growth engine with light entertainment. While reading novels, watching short dramas and comics or playing mini-games, users naturally see ads and earn points based on exposure and interaction. Ad revenue becomes payment for the user's time, accumulating a large, schedulable pool of human users.
Human Judge (flagship product): AI generates multiple answers → human judges select the higher-quality output, completing AI preference evaluation and data labeling in real time. The AI task SDK opens an in-app task center for crowdsourced execution.
Package human execution as a standard cloud API, giving AI companies on-demand access to human judgment, labeling, review and verification services.
Expand global nodes, grow enterprise customers, complete institutional funding, and build an AI-infrastructure-level ecosystem network.
Users stay, build their accounts, and accumulate active compute. Retain people with novels and short dramas first, so they settle naturally into schedulable nodes while being entertained.
Instant gratification, high click-through rates, points credited in seconds. Instant feedback builds the clicking habit — which then routes users into AI tasks for high-value compute.
Retain people with novels and short dramas, build their clicking habit with ad incentives, then route them into AI tasks that produce high-value human compute.
See how HumanCloud turns content-incentive traffic into AI human compute infrastructure.