|
| | 华为首发AI白皮书：员工更快了，怎样受益？ | | | 量子位 ｜ 2026-09-21 | | | |
| 声明： 本消息或因风格和篇幅原因进行过编辑，但未经核实，也不代表我们的立场、观点或建议。如有侵权，联系秒删。[ 使用条款 ] |
scroll 0 1 过去一年，AI正在从回答问题的工具，逐渐走进企业的真实业务。
从办公助手、代码生成，到营销内容制作、供应链分析，越来越多工作开始有AI参与。
一位为电商商家提供AI方案的彭经理告诉量子位，他们已经将AI生图、换模特、换背景等能力接入到商品上架流程。
按他的估算，商品负责人接入系统后，完成素材处理、商品上架等相关操作的速度，可以达到原来的约20倍。目前，这套系统已经被8家店铺采用，单家店铺每月付费约2万元。
但具体操作提速，并不意味着整条业务流程已经实现自动化。
“最好还是人工看一遍。”彭经理说，生成的素材是否符合要求，仍需要人工检查操作。目前，这套AI能力主要集中在商品型录制作环节，与审核、选品、运营等后续流程的衔接还没有完全打通。
换句话说，AI已经帮助一个岗位节省了时间，但这部分收益如何进一步传导到整个业务流程，仍然需要解决。
当量子位进一步问到，企业是否应该自己训练模型、搭建完整AI团队时，他的回答很直接：“包亏钱。”
随后他补充，这笔账最终取决于业务规模。如果没有足够大的业务量支撑，无论是模型训练、企业数据整合，还是持续的Token消耗，前期投入都很难通过业务收益覆盖。
更进一步，在他看来，企业真正需要考虑的，并不是简单地“要不要上AI”，而是哪些智能能力值得自己建设，哪些可以直接采购？
这些选择，又会带来新的问题：一个场景跑通后，怎样扩展到上下游环节？局部积累的经验，如何沉淀为企业可以反复使用的能力？模型和工具更新后，已有成果怎样继续使用？不同应用又该如何与企业原有的数据和系统衔接？
而这也不只是AI商拍的问题。随着AI进入更多行业和业务环节，类似的建设、应用与扩展问题，也会出现在更多企业面前。
可以说，从单点应用到企业智能化，中间还隔着能力建设、流程连接和组织协同。企业需要一套方法，让分散的AI工具和实践真正融入业务，并逐步形成能够持续积累、不断演进的企业能力。
9月18日，华为在全联接大会2026上发布《Agentic Enterprise：企业智能化白皮书》，围绕这些问题，提出了企业智能化建设的参考架构与工程方法。
0 | | | |
0
8
ii
1
0
0
|
0
https://gears.popyard.space
https://www.popyard.space/img/logo_0.jpg
https://www.popyard.space
https://news.popyard.space
https://newsx.popyard.space
https://cn.popyard.space
https://plus.popyard.space
https://studio.popyard.space
https://studio.popyard.space
https://channel.popyard.space
https://adserver.popyard.space
news
八阕
新 闻
3
news-scroll
华为首发AI白皮书：员工更快了，怎样受益？
16
2333491
2333491
0
8
0
量子位
2026-09-21
https://bbs.popyard.space
https://img5.angelyun.com/2026/8_21/154_97.jpg
desktop
google
google
vdoai
0
0
normal
{ "object_name":"related_list","lan_0":"cn","sub_0":"谷歌AI首次“越狱”（组图）","sid_0":"16","rid_0":"2333462","gfw_0":"0","subject_0":"谷歌AI首次“越狱”（组图）","total":1 }
{ "json":"done-news-scroll-related-show","lan_0":"cn","sid_0":"16","rid_0":"2333462","src_0":"量子位","sub_0":"谷歌AI首次“越狱”","dat_0":"2026-09-21","sex_0":0,"gfw_0":0,"pic_0":"https://img5.angelyun.com/2026/8_21/oid331955_0.jpeg","lan_1":"cn","sid_1":"16","rid_1":"2333462","src_1":"量子位","sub_1":"谷歌AI首次“越狱”","dat_1":"2026-09-21","sex_1":0,"gfw_1":0,"pic_1":"https://img5.angelyun.com/2026/8_21/oid331955_1.jpeg","lan_2":"cn","sid_2":"16","rid_2":"2333462","src_2":"量子位","sub_2":"谷歌AI首次“越狱”","dat_2":"2026-09-21","sex_2":0,"gfw_2":0,"pic_2":"https://img5.angelyun.com/2026/8_21/oid331955_2.jpeg","lan_3":"cn","sid_3":"16","rid_3":"2333462","src_3":"量子位","sub_3":"谷歌AI首次“越狱”","dat_3":"2026-09-21","sex_3":0,"gfw_3":0,"pic_3":"https://img5.angelyun.com/2026/8_21/oid331955_3.jpeg","lan_4":"cn","sid_4":"16","rid_4":"2333462","src_4":"量子位","sub_4":"谷歌AI首次“越狱”","dat_4":"2026-09-21","sex_4":0,"gfw_4":0,"pic_4":"https://img5.angelyun.com/2026/8_21/oid331955_4.jpeg","lan_5":"cn","sid_5":"16","rid_5":"2333462","src_5":"量子位","sub_5":"谷歌AI首次“越狱”","dat_5":"2026-09-21","sex_5":0,"gfw_5":0,"pic_5":"https://img5.angelyun.com/2026/8_21/oid331955_5.jpeg","lan_6":"cn","sid_6":"16","rid_6":"2333462","src_6":"量子位","sub_6":"谷歌AI首次“越狱”","dat_6":"2026-09-21","sex_6":0,"gfw_6":0,"pic_6":"https://img5.angelyun.com/2026/8_21/oid331955_6.jpeg","lan_7":"cn","sid_7":"16","rid_7":"2333462","src_7":"量子位","sub_7":"谷歌AI首次“越狱”","dat_7":"2026-09-21","sex_7":0,"gfw_7":0,"pic_7":"https://img5.angelyun.com/2026/8_21/oid331955_7.jpeg","lan_8":"cn","sid_8":"16","rid_8":"2333462","src_8":"量子位","sub_8":"谷歌AI首次“越狱”","dat_8":"2026-09-21","sex_8":0,"gfw_8":0,"pic_8":"https://img5.angelyun.com/2026/8_21/oid331955_8.jpeg","lan_9":"cn","sid_9":"16","rid_9":"2333462","src_9":"量子位","sub_9":"谷歌AI首次“越狱”","dat_9":"2026-09-21","sex_9":0,"gfw_9":0,"pic_9":"https://img5.angelyun.com/2026/8_21/oid331955_9.jpeg","lan_10":"cn","sid_10":"16","rid_10":"2333462","src_10":"量子位","sub_10":"谷歌AI首次“越狱”","dat_10":"2026-09-21","sex_10":0,"gfw_10":0,"pic_10":"https://img5.angelyun.com/2026/8_21/oid331955_10.jpeg","lan_11":"cn","sid_11":"16","rid_11":"2333462","src_11":"量子位","sub_11":"谷歌AI首次“越狱”","dat_11":"2026-09-21","sex_11":0,"gfw_11":0,"pic_11":"https://img5.angelyun.com/2026/8_21/oid331955_11.jpeg","lan_12":"cn","sid_12":"16","rid_12":"2333462","src_12":"量子位","sub_12":"谷歌AI首次“越狱”","dat_12":"2026-09-21","sex_12":0,"gfw_12":0,"pic_12":"https://img5.angelyun.com/2026/8_21/oid331955_12.jpeg","lan_13":"cn","sid_13":"16","rid_13":"2333462","src_13":"量子位","sub_13":"谷歌AI首次“越狱”","dat_13":"2026-09-21","sex_13":0,"gfw_13":0,"pic_13":"https://img5.angelyun.com/2026/8_21/oid331955_13.jpeg","lan_14":"cn","sid_14":"16","rid_14":"2333462","src_14":"量子位","sub_14":"谷歌AI首次“越狱”","dat_14":"2026-09-21","sex_14":0,"gfw_14":0,"pic_14":"https://img5.angelyun.com/2026/8_21/oid331955_14.jpeg","lan_15":"cn","sid_15":"16","rid_15":"2333462","src_15":"量子位","sub_15":"谷歌AI首次“越狱”","dat_15":"2026-09-21","sex_15":0,"gfw_15":0,"pic_15":"https://img5.angelyun.com/2026/8_21/oid331955_15.jpeg","lan_16":"cn","sid_16":"16","rid_16":"2333462","src_16":"量子位","sub_16":"谷歌AI首次“越狱”","dat_16":"2026-09-21","sex_16":0,"gfw_16":0,"pic_16":"https://img5.angelyun.com/2026/8_21/oid331955_16.jpeg","lan_17":"cn","sid_17":"16","rid_17":"2333462","src_17":"量子位","sub_17":"谷歌AI首次“越狱”","dat_17":"2026-09-21","sex_17":0,"gfw_17":0,"pic_17":"https://img5.angelyun.com/2026/8_21/oid331955_17.jpeg","lan_18":"cn","sid_18":"16","rid_18":"2333462","src_18":"量子位","sub_18":"谷歌AI首次“越狱”","dat_18":"2026-09-21","sex_18":0,"gfw_18":0,"pic_18":"https://img5.angelyun.com/2026/8_21/oid331955_18.jpeg","lan_19":"cn","sid_19":"16","rid_19":"2333462","src_19":"量子位","sub_19":"谷歌AI首次“越狱”","dat_19":"2026-09-21","sex_19":0,"gfw_19":0,"pic_19":"https://img5.angelyun.com/2026/8_21/oid331955_19.jpeg","lan_20":"cn","sid_20":"16","rid_20":"2333462","src_20":"量子位","sub_20":"谷歌AI首次“越狱”","dat_20":"2026-09-21","sex_20":0,"gfw_20":0,"pic_20":"https://img5.angelyun.com/2026/8_21/oid331955_20.jpeg","lan_21":"cn","sid_21":"16","rid_21":"2333462","src_21":"量子位","sub_21":"谷歌AI首次“越狱”","dat_21":"2026-09-21","sex_21":0,"gfw_21":0,"pic_21":"https://img5.angelyun.com/2026/8_21/oid331955_21.jpeg","lan_22":"cn","sid_22":"16","rid_22":"2333462","src_22":"量子位","sub_22":"谷歌AI首次“越狱”","dat_22":"2026-09-21","sex_22":0,"gfw_22":0,"pic_22":"https://img5.angelyun.com/2026/8_21/oid331955_22.jpeg","lan_23":"cn","sid_23":"16","rid_23":"2333462","src_23":"量子位","sub_23":"谷歌AI首次“越狱”","dat_23":"2026-09-21","sex_23":0,"gfw_23":0,"pic_23":"https://img5.angelyun.com/2026/8_21/oid331955_23.jpeg","lan_24":"cn","sid_24":"16","rid_24":"2333462","src_24":"量子位","sub_24":"谷歌AI首次“越狱”","dat_24":"2026-09-21","sex_24":0,"gfw_24":0,"pic_24":"https://img5.angelyun.com/2026/8_21/oid331955_24.jpeg","total":25,"action":"fetch" }
点击朱笔，直抒胸臆