2026生成式AI采纳研究报告：落地现状、治理与组织成熟度（英文）-Certiprof会员免费

Adoption Report 2026The state of adoption, governance, andorganizational maturity of generativeArtificial Intelligence.This content was partially generated with the assistance of Artificial Intelligence and reviewed byhuman experts. The results reflect responses collected during 2026 and represent participants'perceptions at the time they completed the survey.GenAi© 2026 Certiprof. All rights reserved. Certiprof GenAIwww.ai.certiprof.comGenerative Artificial Intelligence has evolved from anemerging technology into a tangible reality acrossprofessional and business environments.The findings reveal that individual GenAI knowledge isadvancing faster than organizational integration: 82.1% ofparticipants report intermediate or advanced knowledge,yet only 15.6% work in organizations where the technology isintegrated into key business processes.Three recurring themes emerge throughout the study: theexpansion of individual knowledge, the need to redesignprocesses to capture value, and the growing importance ofgovernance, which 34.1% of participants identified as theprimary barrier, ahead of budget-related concerns.Executive summaryTraining also plays a significantrole. Participants with formalcertifications tend to report higherlevels of organizational integrationand more strategic use of thetechnology.Taken together, the results providea snapshot of the current state ofGenAI adoption in 2026,characterized by a transitiontoward more structuredapproaches focused on generatingsustainable business value.This content was partially generated with the assistance of Artificial Intelligence and reviewed byhuman experts. The results reflect responses collected during 2026 and represent participants'perceptions at the time they completed the survey.© 2026 Certiprof. All rights reserved. Certiprof GenAIwww.ai.certiprof.com41.9% of participants plan to pursue certificationwithin the next six months, while 31.2% have alreadycompleted formal AI-related training.1Individual adoption is advancingfaster than organizational adoption82.1% of participants report intermediate oradvanced knowledge of GenAI; however, only15.6% work in organizations where thetechnology is integrated into key businessprocesses.431.5% of participants indicate thatleadership identifies AI as a priority buthas limited involvement in itsimplementation.The genai tools market isbeginning to consolidateChatGPT (17.8%), Microsoft Copilot (17.1%), and Google Gemini(16.1%) account for the largest share of reported usage.Training continues to be a priority2The 5 most impactful findingsLeadership remains a criticalsuccess factorGovernance is emerging as a keyadoption themeEthical, legal, and regulatory concerns areidentified as the primary barrier to GenAI adoptionby survey participants.35© 2026 Certiprof. All rights reserved. Certiprof GenAIwww.ai.certiprof.comIntermediate Knowledge56,5%Advanced Knowledge25,6%Basic Knowledge15,5%No Knowledge2,4%Source: Certiprof GenAI Adoption Report 2026.GenAI ...