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Framework shared at an AI adoption session in Singapore, Oct 2026. https://defygroup.ai/blog/zh/ai-bad-process-document-workflows-first/ 2026-10-16 monthly 0.8 https://defygroup.ai/assets/blog/hero/d51.jpg代理商 AI 落地：先摸清真实工作流，再谈自动化 https://defygroup.ai/assets/blog/diagrams/d51-diagram.jpg纸面上的 SOP 与实际的工作流对比，红框标出瓶颈。框架分享自 2026 年 10 月新加坡的一场 AI 落地分享会。 https://defygroup.ai/blog/speed-is-not-progress-ai-native-agencies/ 2026-10-16 monthly 0.8 https://defygroup.ai/assets/blog/hero/d52.jpgAI-native agency: why speed isn't progress, and the 5 levels that are https://defygroup.ai/assets/blog/diagrams/d52-diagram.jpgThe five levels of AI adoption, from chat-based prompting to a function that runs itself. Framework shared at an AI adoption session in Singapore, Oct 2026. https://defygroup.ai/blog/zh/speed-is-not-progress-ai-native-agencies/ 2026-10-16 monthly 0.8 https://defygroup.ai/assets/blog/hero/d52.jpgAI 原生代理商：速度不等于进步，五个层级才是 https://defygroup.ai/assets/blog/diagrams/d52-diagram.jpgAI 落地的五个层级：从聊天式提示到职能自主运转。框架分享自 2026 年 10 月新加坡的一场 AI 落地分享会。 https://defygroup.ai/blog/stop-making-ai-everyones-job-builders-users-approvers/ 2026-10-16 monthly 0.8 https://defygroup.ai/assets/blog/hero/d53.jpgAI roles in agencies: stop making AI everyone's job https://defygroup.ai/assets/blog/diagrams/d53-diagram.jpgThree AI roles for agencies: builders, users and approvers. Framework shared at an AI adoption session in Singapore, Oct 2026. https://defygroup.ai/blog/zh/stop-making-ai-everyones-job-builders-users-approvers/ 2026-10-16 monthly 0.8 https://defygroup.ai/assets/blog/hero/d53.jpg代理商 AI 角色分工：别再让 AI 成为每个人的工作 https://defygroup.ai/assets/blog/diagrams/d53-diagram.jpg代理公司的三种 AI 角色：构建者、使用者和审批者。框架分享自 2026 年 10 月新加坡的一场 AI 落地分享会。 https://defygroup.ai/blog/one-shared-layer-agency-ai-closed-loop/ 2026-10-16 monthly 0.8 https://defygroup.ai/assets/blog/hero/d54.jpgClosed-loop AI for agencies: from eleven tools to one shared layer https://defygroup.ai/assets/blog/diagrams/d54-diagram.jpgFrom eleven scattered tools to one shared layer of memory, skills, workflow and approvals. Framework shared at an AI adoption session in Singapore, Oct 2026. https://defygroup.ai/blog/zh/one-shared-layer-agency-ai-closed-loop/ 2026-10-16 monthly 0.8 https://defygroup.ai/assets/blog/hero/d54.jpg代理商闭环 AI：从十一个工具到一个共享层 https://defygroup.ai/assets/blog/diagrams/d54-diagram.jpg从十一个散落的工具，到由记忆、技能、工作流和审批组成的共享层。框架分享自 2026 年 10 月新加坡的一场 AI 落地分享会。 https://defygroup.ai/blog/define-success-before-deploying-ai-agency/ 2026-10-16 monthly 0.8 https://defygroup.ai/assets/blog/hero/d55.jpgHow to measure AI ROI in an agency: define success before you deploy https://defygroup.ai/assets/blog/diagrams/d55-diagram.jpgFour steps to define success before deploying AI: baseline, target, test and review. 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Framework shared at an AI adoption session in Singapore, Oct 2026. https://defygroup.ai/blog/zh/measure-ai-results-not-usage-agencies/ 2026-10-16 monthly 0.8 https://defygroup.ai/assets/blog/hero/d56.jpg代理商 AI 指标：客户买单的是结果，不是使用量 https://defygroup.ai/assets/blog/diagrams/d56-diagram.jpg我们统计的 vs 真正重要的：代理商汇报的虚荣指标，与客户能感知的业务结果指标。框架来源：2026 年 10 月新加坡 AI 应用分享会。 https://defygroup.ai/blog/dont-build-what-platforms-automate-agencies/ 2026-10-16 monthly 0.8 https://defygroup.ai/assets/blog/hero/d57.jpgAgency AI strategy: don't build what Meta and Google will automate https://defygroup.ai/assets/blog/diagrams/d57-diagram.jpgThe platforms now do part of what agencies hired people for: four agency tasks and the Meta and Google automation that now handles them. 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Framework shared at an AI adoption session in Singapore, Oct 2026. https://defygroup.ai/blog/zh/agency-ai-readiness-four-dimensions/ 2026-10-16 monthly 0.8 https://defygroup.ai/assets/blog/hero/d59.jpgAI 就绪度评估：代理商最弱的一环决定成败 https://defygroup.ai/assets/blog/diagrams/d59-diagram.jpg四个维度决定你的 AI 就绪度，而最弱的维度决定你的就绪水平。框架来源：2026 年 10 月新加坡 AI 应用分享会。 https://defygroup.ai/blog/before-you-automate-three-questions-agencies/ 2026-10-16 monthly 0.8 https://defygroup.ai/assets/blog/hero/d60.jpgWhat to automate in an agency: three questions to answer first https://defygroup.ai/assets/blog/diagrams/d60-diagram.jpgBefore automating anything, three questions: how complex is the decision, how much damage can a bad output cause and what measurable outcome improves. Framework shared at an AI adoption session in Singapore, Oct 2026. https://defygroup.ai/blog/zh/before-you-automate-three-questions-agencies/ 2026-10-16 monthly 0.8 https://defygroup.ai/assets/blog/hero/d60.jpg代理商该自动化什么？动手前先回答三个问题 https://defygroup.ai/assets/blog/diagrams/d60-diagram.jpg自动化任何工作之前的三个问题：决策有多复杂？糟糕的产出会造成多大损害？哪项可衡量的结果会改善？框架来源：2026 年 10 月新加坡 AI 应用分享会。