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commentary · [1 source] · · 中文(ZH) 圆桌对话:进化的终极思考:引入AI,先改流程还是先换脑袋?| 2026AI Partner·北京亦庄AI+产业大会

AI Integration: Processes vs. Mindsets in Enterprise Adoption

During a panel discussion at the 2026 AI Partner conference, experts debated whether companies should prioritize changing processes or mindsets when integrating AI. One perspective emphasized starting with cognitive shifts, particularly at the leadership level, to build AI-native architectures rather than just optimizing existing workflows. Conversely, another viewpoint suggested initiating AI adoption through practical process improvements, using tangible results to build consensus and drive broader organizational change. A consensus emerged that a phased approach, starting with small, impactful applications, is more effective than attempting a complete overhaul or waiting for unified understanding. AI

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IMPACT Provides insights into effective strategies for enterprise AI adoption and overcoming implementation challenges.

RANK_REASON Panel discussion at a conference discussing AI implementation strategies.

Read on 36氪 (36Kr) →

AI Integration: Processes vs. Mindsets in Enterprise Adoption

COVERAGE [1]

  1. 36氪 (36Kr) TIER_1 中文(ZH) ·

    Roundtable Dialogue: Ultimate Thoughts on Evolution: Introduce AI, Change Processes First or Change Minds First? | 2026AI Partner Beijing Yizhuang AI+ Industry Conference

    <p>企业引入AI,先改流程还是先换脑袋?没有标准答案,只有实战经验——学者、制造业主、工业赋能者三种视角碰撞出一个共识,不要指望把全公司的认知统一好再动手,也不要贪大求全一步到位,用小流程换结果,用结果赢共识,才是AI转型最稳的路径。</p> <p>圆桌对话直面AI落地中“上热下冷”、过度追求全智能、数据治理欠账等现实之坑,并给出了一句建议:找准场景先干起来,用1%的成功促进100%的变革。</p> <p>以下为圆桌演讲内容,经36氪整理编辑:</p> <p class="image-wrapper"><img src="https://img.36k…