There is a growing awareness that in order to develop smarter and automated services using AI technology in various domains, corresponding qualified data is indispensable. In real, rewards from a system has an impact on increasing participants with their data and many systems provide liquidity-typed incentives to gather diverse data. Motivated by a concern that well-schemed incentive mechanism can be crucial to achieve the ultimate goal of Data Commons system, in this paper, we introduce an advanced rewards mechanism especially for non-profit organizations to publish their data in AI-Data Commons which is an ecosystem of trading data using blockchain technology.