Realizing Society5.0 requires overcoming problems in promoting social implementation of artificial intelligence (AI) technology. To effectively model phenomena, it is necessary to continually collect data, construct computational models, create value, and improvement while embedding AI technology in real-world applications. AI technology that realizes mutual understanding with humans is needed to create value and improve mutual understanding with stakeholders. Implementation and verification of the AIST Artificial Intelligence Technology Consortium (AITeC) is described to realize this scenario. © 2021, Nat. Inst. of Adv. Industrial Science and Technology (AIST). All rights reserved.