[{"data":1,"prerenderedAt":535},["ShallowReactive",2],{"page-\u002Fzh-hans\u002Fnews\u002Fwhat-ai-powered-packaging-means":3,"related-\u002Fzh-hans\u002Fnews\u002Fwhat-ai-powered-packaging-means":513},{"id":4,"title":5,"author":6,"body":7,"category":498,"description":499,"extension":500,"heading":501,"heroImage":498,"heroImageAlt":498,"layout":502,"meta":503,"navigation":504,"ogImage":505,"path":506,"publishedAt":507,"sections":498,"seo":508,"sourcePath":509,"stem":510,"updatedAt":511,"videoPosition":498,"videos":498,"__hash__":512},"pages\u002Fzh-hans\u002Fnews\u002Fwhat-ai-powered-packaging-means.md","AI 驱动包装的意义：迈向更智能的设计","Paula Rivero",{"type":8,"value":9,"toc":482},"minimark",[10],[11,12,13,28,35,40,51,80,91,107,110,118,125,128,145,152,159,163,169,190,197,207,210,213,224,227,234,260,267,270,277,295,301,311,315,318,329,332,335,341,374,381,385,391,405,412,416,423,448,457,460,466,475],"div",{},[14,15,16,17,21,22,27],"p",{},"对于包装行业的企业来说，理解 ",[18,19,20],"strong",{},"AI 驱动包装意味着什么","已不再是可有可无的事。人工智能正在重塑包装设计、包装材料，甚至品牌与客户沟通的方式。尽管可持续包装、机器学习模型和生成式 AI 设计工具备受关注，但当今最具创新性的进展是",[23,24,26],"a",{"href":25},"\u002Fzh-hans\u002Fguides\u002Fconversational-packaging\u002F","对话式包装","：让包装本身能够与客户“对话”。",[14,29,30,31,34],{},"借助首款直接嵌入包装的 AI 产品助手 ",[18,32,33],{},"Digital Link 的 Cleo","，品牌如今打造的包装不仅能减少浪费、提升整个供应链的效率，还能与每一位客户展开真正的对话。包装由此从被动的容器，转变为传递透明度、信任和互动的主动媒介。",[36,37,39],"h2",{"id":38},"ai-驱动包装在实践中意味着什么","AI 驱动包装在实践中意味着什么",[14,41,42,43,46,47,50],{},"AI 包装不只是优化材料。它是企业将",[18,44,45],{},"人工智能（AI）","融入业务流程、打造包装解决方案的一次",[18,48,49],{},"颠覆性变革","。",[52,53,54,61,67,74],"ul",{},[55,56,57,60],"li",{},[18,58,59],{},"AI 算法","可以推荐更可持续的包装材料，减少塑料垃圾，降低碳足迹。",[55,62,63,66],{},[18,64,65],{},"生成式 AI 工具","可以生成兼顾结构完整性的设计，让包装更高效，减少包装浪费。",[55,68,69,70,73],{},"\n由 AI 驱动的",[18,71,72],{},"预测性维护","可确保包装生产线避免设备故障和停机。",[55,75,76,79],{},[18,77,78],{},"智能包装","增添了一层互动性，借助二维码和 AI 驱动的沟通提升客户满意度。",[14,81,82,83,86,87,90],{},"当我们谈论 ",[18,84,85],{},"AI 驱动包装","时，指的是超越物理保护功能的包装。这种包装借助",[18,88,89],{},"数据驱动的洞察、AI 模型和新兴趋势","，降低环境影响、优化整个供应链，并彻底改变客户体验。",[92,93,94],"figure",{},[95,96,97,100],"picture",{},[98,99],"source",{},[101,102],"img",{"alt":103,"height":104,"src":105,"width":106},"设计师使用 AI 工具打造可持续、高效的包装。",440,"\u002Fimages\u002F2025\u002F10\u002FDesigner-using-AI-tools-to-create-sustainable-and-efficient-packaging.png",728,[36,108,109],{"id":109},"对话式包装的兴起",[14,111,112,113,117],{},"传统的 AI 包装注重效率：更轻的材料、更少的食物浪费、更智能的物流。而",[18,114,115],{},[23,116,26],{"href":25},"的核心，是把包装变成一个沟通渠道。",[14,119,120,121,124],{},"有了 Digital Link 的 Cleo，扫描二维码打开的不再只是静态落地页，而是一个完全可定制、符合全球标准的",[18,122,123],{},"数字产品护照（DPP）","。在这一体验中，会出现一个萤火虫气泡：这就是 Cleo。",[14,126,127],{},"客户可以向 Cleo 询问有关产品的任何问题：",[52,129,130,133,136,139,142],{},[55,131,132],{},"使用了哪些包装材料？",[55,134,135],{},"应该如何回收？",[55,137,138],{},"它对环境有什么影响？",[55,140,141],{},"它在哪里生产、在什么条件下生产？",[55,143,144],{},"它如何减少包装浪费或食物浪费？",[14,146,147,148,151],{},"Cleo 基于已上传到 Digital Link 的",[18,149,150],{},"结构化数据","即时作答。这确保了回答准确、符合品牌调性，并带有通用聊天机器人无法比拟的个性化温度。",[14,153,154,155,158],{},"简而言之，对话式包装将 AI 包装转变为",[18,156,157],{},"以人为本的体验","，让效率与互动相得益彰。",[36,160,162],{"id":161},"ai-驱动的设计与可持续包装材料","AI 驱动的设计与可持续包装材料",[14,164,165,168],{},[18,166,167],{},"AI 驱动包装的意义","很大一部分在于利用 AI 工具进行以可持续发展为导向的包装设计。AI 技术可以分析不同包装材料从原料开采到废弃处置的整个生命周期，确保企业选择更可持续的方案。",[52,170,171,178,184],{},[55,172,173,174,177],{},"\n用",[18,175,176],{},"轻质瓦楞纸板","替代笨重的塑料。",[55,179,180,181,50],{},"\n既能保鲜又能减少食物浪费的",[18,182,183],{},"可堆肥薄膜",[55,185,186,187,50],{},"\n经过虚拟测试、验证耐用性和结构完整性的",[18,188,189],{},"植物基包装材料",[14,191,192,193,196],{},"借助 AI 运行模拟和生成设计的能力，企业可以在不牺牲保护性能或美观的前提下，实现更可持续的包装。这正是",[18,194,195],{},"设计元素","与环境责任的交汇点。",[92,198,199],{},[95,200,201,203],{},[98,202],{},[101,204],{"alt":205,"height":104,"src":206,"width":106},"工程师借助 AI 可持续发展指标测试环保包装材料。","\u002Fimages\u002F2025\u002F10\u002FEngineers-testing-eco-friendly-packaging-materials-with-AI-sustainability-metrics.png",[36,208,209],{"id":209},"虚拟原型与预测性测试",[14,211,212],{},"借助 AI 生成的包装原型，企业可以在制作实物样品之前模拟各种受力条件（跌落、湿度、振动）。这提高了效率，减少了重复性工作，同时降低了成本和包装浪费。",[14,214,215,216,219,220,223],{},"生成式 AI 还可以打造兼顾品牌形象与环保目标的",[18,217,218],{},"吸睛包装","。品牌如今不再需要耗费数周进行人工检查和实物迭代，而是借助 ",[18,221,222],{},"AI 模型","加快设计周期。",[36,225,226],{"id":226},"提升整个供应链的效率",[14,228,229,230,233],{},"包装行业不仅关乎制作包装，还关乎确保",[18,231,232],{},"整个供应链","的效率。AI 驱动的机器人、机器学习和预测分析正在优化：",[52,235,236,242,248,254],{},[55,237,238,241],{},[18,239,240],{},"仓储运营","和库存水平，减少停机和订单处理延误。",[55,243,244,247],{},[18,245,246],{},"库存管理","，避免包装材料积压或产能不足。",[55,249,250,253],{},[18,251,252],{},"质量控制","，借助 AI 视觉系统实时检测缺陷。",[55,255,256,259],{},[18,257,258],{},"物流","，通过合理确定包装尺寸降低运输过程中的碳足迹。",[14,261,262,263,266],{},"这对于依靠",[18,264,265],{},"高效包装","在竞争激烈的电商市场中降低成本、提升销量的中小企业而言尤为关键。",[36,268,269],{"id":269},"对话式包装与客户体验",[14,271,272,273,276],{},"AI 包装真正大放异彩的地方在于客户体验。客户想要的不只是可持续包装，他们更想要",[18,274,275],{},"透明度","。他们想知道包装如何降低环境影响、有哪些可持续选项，以及品牌的声明是否可信。",[14,278,279,280,283,284,286,287,290,291,294],{},"这正是 ",[18,281,282],{},"Cleo"," 的用武之地。通过在每件产品中嵌入",[23,285,26],{"href":25},"，品牌能够提供提升客户满意度、培养忠诚度的",[18,288,289],{},"互动体验","。Cleo 成为",[18,292,293],{},"品牌形象","的一部分，以体现企业价值观的语气回答问题。",[14,296,297,298,50],{},"例如，客户扫描某款化妆品的二维码后，可以向 Cleo 询问成分、可回收性或碳足迹。他们得到的不是千篇一律的宣传语，而是能增强信任的定制化回答。这就是",[18,299,300],{},"以对话重新构想的包装设计",[92,302,303],{},[95,304,305,307],{},[98,306],{},[101,308],{"alt":309,"height":104,"src":310,"width":106},"客户通过智能包装与 Cleo 交流产品的可持续性。","\u002Fimages\u002F2025\u002F10\u002FCustomer-chatting-with-Cleo-about-product-sustainability-through-smart-packaging.png",[36,312,314],{"id":313},"法规合规与-ai-的关键作用","法规合规与 AI 的关键作用",[14,316,317],{},"如今的包装解决方案必须满足各种各样的法规要求：可回收性标准、标签规则和环境信息披露。AI 工具和对话式包装通过以下方式简化合规：",[52,319,320,323,326],{},[55,321,322],{},"自动生成符合合规要求的数据。",[55,324,325],{},"无需重新印刷包装即可更新信息，减少浪费。",[55,327,328],{},"针对不同市场和地区调整包装信息。",[14,330,331],{},"Cleo 在这方面发挥着关键作用。通过集中管理结构化产品数据，企业可以确保信息符合法规，同时减少代价高昂的错误。这使得对话式包装不仅是一项创新，更是面对全球法规的企业的必需品。",[36,333,334],{"id":334},"对话式包装为企业带来的好处",[14,336,337,338,340],{},"借助 Cleo 聚焦 ",[18,339,167],{},"，品牌获得的优势远超传统 AI 包装：",[52,342,343,349,355,362,368],{},[55,344,345,346,50],{},"\n通过实时解答和个性化对话",[18,347,348],{},"提升客户体验",[55,350,351,352,50],{},"\n免去额外的印刷说明书或重复标签，",[18,353,354],{},"减少包装浪费",[55,356,357,358,361],{},"\n获取有关消费者行为的",[18,359,360],{},"数据驱动洞察","，反哺包装设计。",[55,363,364,367],{},[18,365,366],{},"从容应对法规变化","，信息可动态更新，无需昂贵的重新设计。",[55,369,370,371,50],{},"\n通过透明、拟人化的沟通",[18,372,373],{},"增强品牌信任",[14,375,376,377,380],{},"这些好处说明了为什么对话式包装是当今 AI 包装的",[18,378,379],{},"关键要素","之一。",[36,382,384],{"id":383},"采用-ai-包装面临的挑战","采用 AI 包装面临的挑战",[14,386,387,388,390],{},"与任何创新一样，",[23,389,26],{"href":25},"也面临挑战：",[52,392,393,399,402],{},[55,394,395,396,398],{},"企业需要将",[18,397,150],{},"整合到自身系统中。",[55,400,401],{},"小型企业可能担心成本，但长期节省的费用远超投入。",[55,403,404],{},"消费者的接受需要引导：客户需要了解包装也能“说话”。",[14,406,407,408,411],{},"尽管如此，",[18,409,410],{},"AI 的未来","在包装领域已十分清晰：沟通与透明度正变得和可持续发展、降低成本同等重要。",[36,413,415],{"id":414},"ai-包装的未来与-cleo-的角色","AI 包装的未来与 Cleo 的角色",[14,417,418,419,422],{},"展望未来，",[18,420,421],{},"AI 驱动的包装","将以创新方式不断拓展：",[52,424,425,431,437,442],{},[55,426,427,430],{},[18,428,429],{},"生成式 AI"," 将设计出兼具美感与环保优化的包装。",[55,432,433,436],{},[18,434,435],{},"AI 驱动的机器人","将进一步优化包装行业运营，减少停机。",[55,438,439,441],{},[18,440,26],{},"将成为标准，Cleo 将引领潮流，帮助企业把 AI 驱动的沟通融入包装设计。",[55,443,444,447],{},[18,445,446],{},"循环经济解决方案","将依托智能包装和 AI 工具，追踪重复使用、回收和环境状况。",[14,449,450,451,453,454,456],{},"在这一格局中，Digital Link 的 ",[18,452,282],{}," 不只是一个附加功能。它最清晰地诠释了 ",[18,455,167],{},"：将效率、可持续性和客户互动融为一体。",[36,458,459],{"id":459},"结语",[14,461,462,463,465],{},"所以，如今 ",[18,464,167],{},"已不止于材料、算法或效率提升，而是让包装成为客户旅程中鲜活的一部分。",[14,467,468,469,474],{},"人工智能有助于减少塑料垃圾、提高效率，并提升整个包装行业的可持续性。而借助 ",[18,470,471,472],{},"Cleo 驱动的",[23,473,26],{"href":25},"，企业可以更进一步：与客户直接建立联系，把包装变成传递信任、透明度和品牌故事的渠道。",[14,476,477,481],{},[23,478,480],{"href":479},"\u002Fzh-hans\u002F","Digital Link"," 正在证明，AI 包装的未来不仅更智能，也更有人情味。",{"title":483,"searchDepth":484,"depth":484,"links":485},"",3,[486,488,489,490,491,492,493,494,495,496,497],{"id":38,"depth":487,"text":39},2,{"id":109,"depth":487,"text":109},{"id":161,"depth":487,"text":162},{"id":209,"depth":487,"text":209},{"id":226,"depth":487,"text":226},{"id":269,"depth":487,"text":269},{"id":313,"depth":487,"text":314},{"id":334,"depth":487,"text":334},{"id":383,"depth":487,"text":384},{"id":414,"depth":487,"text":415},{"id":459,"depth":487,"text":459},null,"了解 AI 驱动包装的意义，以及 Cleo 对话式包装如何推动可持续发展、赢得客户信任。","md","AI 驱动包装意味着什么：从更智能的设计到 Cleo 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