从雅各布专栏到雅各布AI原生转型

年营收10亿+企业的
AI原生转型
从战略到落地的最后一公里

雅各布团队嵌入企业现场,6-8周交付可运行的AI系统。从诊断到方案到落地到ROI验证,形成完整闭环。

50,000+CXO高管关注
100M+内容浏览
16JAN产品
服务客户 10亿-百亿级
行业覆盖 服装·美妆·医药·汽车·制造
实体公司 洞数(上海)互联网科技有限公司
Growth × Productivity × Cost 三维引擎
📈
Growth 增长引擎
品牌定位 · 消费者洞察 · 内容产能 · 私域LTV
Productivity 生产力引擎
组织AI就绪 · 数据智能中台 · AI Factory · 员工赋能
💰
Cost 成本优化引擎
需求预测 · 库存优化 · 智能制造 · 供应链AI

为什么是雅各布和他的团队

过去5年,雅各布持续追踪行业第一品牌如何在存量市场中寻找新增长点。今天,他相信AI是唯一能帮品牌在存量时代实现增长、提效、降本的先进生产工具。

🎯
存量市场的增长洞察
在朝阳市场寻求增长,只有两条路:替代旧需求,或创造新需求。雅各布过去5年深度观察行业第一品牌如何通过数字化重构人货场,在存量中找到增量。
🤖
AI是唯一的先进生产工具
大模型垂直发展日新月异,但企业使用者与大模型的关系仍很浅显。Agent(如OpenClaw)让个体和组织能够真正掌控大模型,通过需求定义数字化成果。
需求即价值,Agent即执行
雅各布提出的核心方法论:企业通过AI Factory,让使用者更好地实现商业价值。从"人→流程→系统"到"人→Skill→AI Factory",新一代组织模式正在诞生。
JZ
JOCOB ZHU 雅各布
JOCOB CONSULTING 创始人 · 雅各布专栏创始人兼CPO
核心头衔
• 工业4.0俱乐部国际秘书长 • 上海首席信息官协会理事 • 长三角时尚产业联盟发起人 • 上海市纺织工程学会理事
• 浙江理工大学国际时尚管理客座教授 • 上海时尚教育中心SIFEC客座教授 • 东华大学旭日工商管理学院客座教授 • 上海商学院客座教授
50,000+ CXO社群 100M+ 内容流量 2000+ 深度文章
📧 Jocob@jocobnews.com | 微信:JocobWC
📈
Growth(增长)
以增长结果为标的,看AI如何在品牌、产品、全渠道(尤其是电商)找到新的增量增长路径。雅各布在Nike、Lily、Trendy Group的增长实践,构成完整的品牌增长认知体系。
Productivity(效率)
一个Qualified AI使用者可以带来10-100倍的价值增量。Agent让个体和企业真正掌控大模型,从"人→流程→系统"进化为"人→Skill→AI Factory",重新定义组织生产力。
💰
Cost(成本优化)
新一代组织模式降低数字化成本。从传统"人海战术+流程堆砌"到"AI Factory自动化+人力释放到高价值环节",实现成本结构的根本性优化。
雅各布的跨界背景 = 商业翻译能力
技术 → 商业
懂技术,更懂技术如何创造商业价值
商业 → 落地
懂业务,更懂业务如何转化为系统
战略 → 执行
不只是规划,是亲手推动落地

今天再看六大品牌,对AI原生转型有什么参照价值

雅各布亲历这些行业第一品牌的关键转型期。今天回头看,它们的商业实践与AI科技的演绎,正是我们帮助客户做AI原生转型的核心参照。

Nike — 全球运动品牌第一
DTC转型的全球标杆
Nike用20年建立了"运营消费者"的全生命周期管理能力——从太仓智能物流中心到GB2全球零售解决方案,从官网电商到会员体系。今天,AI可以让任何品牌在90天内拥有Nike花了20年建立的能力:消费者洞察、个性化推荐、全渠道运营。
AI映射:消费者运营AI化,从"人找货"到"货找人"的主动触达
Microsoft — 全球科技第一
生成式AI的最强主导者
Microsoft是OpenAI的最大股东,Copilot正在重新定义企业生产力。作为在中国链接欧美算力与AI技术的桥梁,Microsoft的全球化AI部署经验,正是中国企业做AI原生转型需要借鉴的——如何把全球最先进的AI能力,落地到本土业务场景。
AI映射:企业级AI生产力工具的全面部署与组织适配
J&J — 全球医疗健康第一
强监管行业的数字化平衡
J&J在全球医疗健康领域的并购整合与合规数字化经验,证明了"合规不是障碍,是护栏"。在AI时代,医药、医疗等强监管行业如何平衡创新与合规,J&J的实践提供了重要参照——从GxP验证到医生关系管理数字化,AI可以在合规框架内创造巨大价值。
AI映射:强监管行业的AI合规框架与数字化闭环
Eli Lilly — 全球制药头部
医生关系管理的数字化先驱
Eli Lilly在全球制药行业的医生关系管理数字化实践,证明了B2B关系也可以通过技术实现规模化、个性化运营。从医药代表管理到医生访谈系统,AI今天可以让制药企业的学术推广、医生教育、合规沟通实现十倍提效。
AI映射:B2B关系AI化运营,从人海战术到精准触达
Lily女装(东方国际集团)
新零售从0到1的完整实践
东方国际集团(年营收1400亿)旗下Lily女装的新零售转型,是中国传统零售企业数字化转型的完整样本——从全渠道"一盘账"到智慧旗舰店,从会员数据平台到阿里ONE创新奖。今天,AI可以让传统零售企业在更短时间内完成同样的跃迁。
AI映射:传统零售的AI原生重构,全渠道智能运营
Trendy Group(LVMH Affiliated)
多品牌集团数字化中台
Trendy Group构建的商品、订单、会员、数据四大中台,以及意大利SIXTY GROUP跨国并购后的系统整合,证明了集团级数字化不是简单的系统叠加,而是组织架构、业务流程、技术能力的全面重构。AI时代,中台能力可以进一步智能化,实现真正的"数据驱动决策"。
AI映射:集团级AI中台,从数据沉淀到智能决策
为什么这些品牌的今天,就是你的明天
这些行业第一品牌用20年走过的数字化之路,今天可以通过AI在90天内实现同等甚至更优的效果。Nike的消费者运营、Microsoft的AI生产力、J&J的合规数字化、Eli Lilly的B2B关系管理、Lily的新零售、Trendy的中台架构——六大商业实践,正是AI原生转型的六大核心场景。

雅各布专栏 — 50,000+ CXO 高管的AI转型实战智库

不是新闻搬运,是亲手踩过坑的复盘。2000+篇深度行业洞察,覆盖服装、美妆、医药、汽车、制造——每一篇都指向一个可落地的商业判断。

从内容信任到商业转化

雅各布专栏不是营销的附属品,它是 JOCOB 咨询的信任引擎和漏斗顶端。客户先通过专栏认识雅各布的行业判断,再通过案例验证方法论,最终启动项目。

这种"内容即信任"的模式,是麦肯锡、埃森哲没有的差异化壁垒。

50K+
CXO社群
100M+
内容流量
2000+
深度文章
5
覆盖大行业
雅各布专栏 JOCOB COLUMN
1

读专栏

认同雅各布的行业判断与AI转型观点

2

看案例

发现同行业对标,验证方法论可行性

3

做诊断

JANCF™ AI成熟度评估,48小时出报告

4

启动项目

FDE嵌入式交付,6-8周出可运行MVP

Growth × Productivity × Cost
三维引擎驱动AI原生转型

不是单点优化,是系统重构。围绕企业最核心的三个诉求——增长、效率、成本——提供端到端的AI原生转型方案。

📈 Growth
品牌增长 · 获客 · LTV · 消费者洞察
⚡ Productivity
组织效能 · 数据智能 · AI Factory · 员工赋能
💰 Cost
供应链 · 库存 · 制造降本 · 运筹优化

JANCF™ = DAIS × ADKAR × GPC

JOCOB AI-Native Consulting Framework 融合战略变革四步(DAIS)× 组织变革五阶(ADKAR)× Growth/Productivity/Cost 三维价值量化

每个诊断输出都对应三个维度的量化ROI。不是"建议",是可执行的Prompt + Agent + 评分卡,直接嵌入业务系统。

48h
快速诊断
300+
诊断问题
5维
评分体系
J-A-N-C-F
完整闭环

聚焦 四大核心行业

不是泛行业咨询,是深度垂直。雅各布团队在每个行业都有亲手操盘的年营收10亿+企业案例。

👔

服装 / 鞋服

库存积压严重,SKU管理复杂,线上线下割裂,消费者洞察滞后。

库存周转优化 -40% · 需求预测准确率 85%
💄

美妆 / 个护

种草成本高企,内容产能不足,私域运营粗放,复购率难以提升。

AIGC内容产能 ×100倍 · 获客成本 -20%
💊

医药 / 健康

合规要求严苛,数字化转型缓慢,数据孤岛严重,AI应用门槛高。

数据响应 2周→5秒 · 业务自助率 85%
🚗

汽车 / 制造

供应链复杂度高,预测精度低,制造成本压力大,质量追溯困难。

库存天数 130→85天 · AI质检漏检率 0.5%

我们帮谁 解决了什么问题

雅各布团队亲手把AI嵌入核心业务流程。从痛点诊断到方案落地到ROI验证,每一个环节都可量化、可复盘。

Growth 母婴/高端消费品

儿童安全座椅头部品牌 — AI原生全域增长

国产高端婴童出行品牌 | 天猫E360系列销额TOP1
第3→第1
AI搜索排名
×100倍
AIGC产能
-20%
获客成本
"雅各布团队懂母婴,更懂AI。他们不只是给方案,是手把手带我们做。"
专家:Vincent + Eric
Growth 服装/运动

全球运动服装头部品牌 — 品牌DTC增长

全球知名运动服装品牌中国区 | 品牌增长与私域运营
+35%
私域LTV
×50倍
内容产能
-15%
营销成本
"从品牌定位到内容工厂,雅各布团队帮我们建立了完整的AI增长飞轮。"
专家:Jacob + Vincent
Productivity 工业+美发

全球粘合剂与美发头部品牌 — AI for BI

全球粘合剂与美发行业头部品牌中国区 | 数据智能转型
2周→5秒
数据响应
15%→85%
业务自助率
-40%
IT工单
"不只是做咨询,是亲手把我们的数据问数系统搭建起来。"
专家:Eric(IBM/Delooitte/Walmart/Tencent背景)
Cost 制造业

中国白羽肉鸡龙头 — 供应链智能优化

中国白羽肉鸡行业龙头企业 | 供应链预测与库存优化
-18%
库存周转
+22%
预测准确率
-30%
缺货损失
"从需求预测到智能配货,AI让我们的供应链第一次真正'聪明'起来。"
专家:Dr. Chen + Eric
Cost 石化/制造

山东大型石化企业 — 生产智能化

山东省大型炼化一体化企业 | 智能制造与成本优化
-12%
能耗成本
+15%
产能利用率
-25%
人工巡检
"传统制造业的AI转型,关键是找到真正影响成本的环节。雅各布团队找到了。"
专家:Dr. Chen + Jacob
Growth 服装/牛仔

全球牛仔服装 iconic 品牌 — 全渠道增长

全球最具标志性的牛仔服装品牌 | 全渠道数字化与会员增长
+28%
会员复购
×3倍
内容触达
+40%
电商转化
"从门店到电商到私域,AI帮我们打通了全渠道增长的任督二脉。"
专家:Vincent + Lily

Growth × Productivity × Cost
三引擎专家团队

每位专家都有年营收10亿+企业服务经验。不是"顾问",是"嵌入式合伙人"——每周2-3天现场,亲手搭建AI系统,对业务指标负责。

团队协同逻辑
Vincent + LiYan(Growth) 驱动收入增长的引擎 → Eric + Coco(Productivity) 释放组织效率的引擎 → Dr. Chen + Shengcai(Cost) 优化成本结构的引擎。三个维度相互增强,形成AI原生增长的飞轮效应。Jacob作为总架构师,确保三维协同不脱节。
📈 Growth 增长引擎
V

Vincent

增长引擎合伙人

背景:20年+品牌营销经验,跨7大行业(酒店/美妆/母婴/食品/饮料/酒类/奢侈品),从4A到甲方到独立顾问的完整路径
已验证案例:希尔顿KOC存量激活(招募1000+人,超额200%)、美妆品牌KOS种草(曝光成本降低90%)、自然堂AIGC内容产能从150条/月→1000条/月
AI转型能力:JAN-WISE(KOC/KOS矩阵)+ JAN-DeepSocial(消费者洞察)+ AIGC内容工厂搭建
20年+
行业经验
7
覆盖行业
×100
内容产能提升
📈 Growth 增长引擎
L

LiYan

品牌营销引擎

背景:20年+品牌营销经验,裸心谷前CMO、法旅集团前CMO、拜尔斯道夫数字化负责人。跨文旅/餐饮/汽车/快消四大行业
已验证案例:必胜客SCRM(餐饮业最大会员体系)、CHAGEE霸王茶姬海外ESG(东南亚6国落地)、BMW生态出海战略
AI转型能力:JAN-Brand-AI(品牌AI定位)+ JAN-Travel-AI(文旅数字化)+ JAN-出海加速器(品牌+供应链出海)
20年+
营销经验
裸心谷
前CMO
6国
出海覆盖
⚡ Productivity 生产力引擎
E

Eric

组织&数据专家

背景:IBM OCS组织设计 → Deloitte八维运营模型 → Walmart中国总部市场部 → 明略科技nEqual(CDP/DMP/MA)→ 腾讯智慧零售(三通计划/.COM2.0/倍增计划)→ 独立咨询
已验证案例:工业头部品牌AI for BI(数据请求2周→5秒,业务自助率15%→85%)、珠宝品牌组织AI转型(AI接受度30%→85%,变革抵触降低50%)
AI转型能力:JAN-Org-Ready(组织AI就绪度)+ JAN-Data-Brain(CDP/DMP/MA一体化)+ JAN-AI for BI(语义层自然语言问数)
IBM
OCS组织设计
Tencent
智慧零售
Walmart
零售运营
💰 Cost 成本优化引擎
C

Dr. Chen

供应链引擎合伙人

背景:Cornell大学运筹学博士。前优衣库中国CDO(全球唯一),亲手操盘优衣库中国从600家到900家门店扩张,库存周转60-85天(行业平均130天)
已验证案例:优衣库中国门店扩张(600→900家)、库存周转优化(行业130天→60-85天)、RFID全链路效率提升50%、千店千面智能配货
AI转型能力:JAN-供应链智能引擎(需求预测+库存优化+智能配货+动态定价)+ JAN-POS AI(千店千面配货)+ 运筹学算法模型
Cornell
运筹学博士
前优衣库
中国CDO
-40%
库存周转优化
💰 Cost 成本优化引擎
S

Shengcai

战略咨询引擎

背景:浙江省智能制造专家,制造业数字化转型实战派。从MES/QMS到AI质检到能耗优化,懂工厂的语言,更懂AI怎么进车间
已验证案例:某大型石化企业AI Factory(8大引擎完整方案,从战略到落地的全案设计)、某眼镜制造企业智能化(V1→V6多轮迭代,持续优化)
AI转型能力:JAN-Factory-AI(智能制造MES/QMS+AI质检+能耗优化)+ JAN-ESG-Trace(ESG溯源+碳足迹追踪)+ 工厂级AI部署
石化
AI Factory
8大
引擎方案
V1→V6
多轮迭代
⚡ Productivity 执行枢纽
Co

Coco

执行枢纽

背景:CEO战略助理出身,商业运营+新媒体获客+销售落地+项目协调的全能型执行者。确保从方案到交付的每个环节不脱节
已验证案例:全程跟进工业头部/母婴/美妆等8+项目交付、客户满意度追踪体系搭建、8个客户定制方案从0到1执行
AI转型能力:项目全生命周期管理 + 客户成功体系 + 销售落地支持 + 新媒体获客矩阵
8+
客户方案
CEO
战略助理
100%
跟进覆盖

需求驱动的 七维交付网络

不是"派一个顾问",而是"组建一个专项攻坚组"。根据您的业务痛点,匹配2-3位跨领域专家,驻场协作、亲手搭建、对结果负责。

📋 客户场景 → 专家组合
品牌DTC转型:Jacob + LiYan + Vincent
零售数据驱动运营:Jacob + Dr. Chen + Eric
营销科技体系升级:Eric + Vincent + LiYan
组织AI化转型:Jacob + Eric + Coco
出海拓展与合规:LiYan + Jacob + Coco
医药/制造/门店升级:Jacob + Eric + Dr. Chen
🔄 协同价值放大
品牌 × 数据:LiYan + Eric → 品牌洞察与用户数据闭环
零售 × 预测:Dr. Chen + Vincent → 前瞻性预测增长体系
组织 × 技术:Eric + 雅各布 → 组织Ready的AI落地
制造 × 出海:Shengcai + LiYan → 产能升级+海外品牌布局
诊断 × 验证:Jacob + 全团队 → MVP验证再扩展
🎯 核心协作流程
01
Jacob战略诊断
五维雷达图扫描,定义速赢场景
02
专家组合匹配
2-3位专家形成专项攻坚组
03
嵌入式交付
驻场搭建、效果验证、知识转移
04
Coco全程跟进
进度、质量、效果、满意度全链路

从诊断到全案的 阶梯式合作

以价值验证为核心,从短期速赢到长期内化,确保每一笔投入都转化为可衡量的业务成果。

L1 诊断
JANCF™五维诊断
全方位扫描企业AI转型基础,锁定3个可落地的速赢场景
⏱ 2周
L2 蓝图
AI转型蓝图
完整转型路线图 + 1个核心场景MVP验证,验证技术可行性
⏱ 4-6周
L3 Pilot
90天Pilot
聚焦业务痛点,验证AI技术落地价值,沉淀可复用方法论
⏱ 90天
L4 扩展
全链路AI赋能
多场景规模化复制,建立标准化AI运营体系
⏱ 6-12月
L5 全案
组织AI化共建
战略+技术+数据三引擎全启动,深度绑定业务战略
⏱ 12-24月

FDE嵌入式合伙人 vs 传统模式

我们不是卖报告的咨询公司,不是卖账号的SaaS厂商。我们是真正的「嵌入式合伙人」——专家驻场,亲手搭建,对结果负责。

维度 传统咨询 SaaS公司 雅各布FDE
交付方式 交报告就走,无落地执行 卖账号,不负责落地 驻场亲手搭建,全程落地
责任边界 提供建议,不对结果负责 仅提供工具,无责任约束 对最终业务结果负责到底
理解深度 表层访谈+调研,浅尝辄止 标准化产品培训,无定制 深度嵌入业务团队,知行合一
见效周期 3-6个月出方案,落地更久 1-2月上线,磨合不可控 90天Pilot快速验证,快速迭代
🎯 FDE核心原则
• 先定义商业结果,再设计技术方案
• 先做深度业务诊断,再谈落地解决方案
• 先小范围验证价值,再规模化扩展应用
💡 最核心能力
懂业务,能把业务语言精准翻译成AI语言。这是FDE(前端部署工程师)的本质,也是我们区别于纯技术团队的核心壁垒。

AI成熟度 快速诊断

不是"留资",是"免费获取诊断"。雅各布团队将在24小时内联系您,提供定制化的AI转型建议。

三步开启AI原生转型

1

填写基础信息

行业、职位、公司规模——帮助我们匹配最适合的诊断维度

2

JANCF™ 五维评估

300+诊断问题,覆盖战略、数据、组织、技术、业务五大维度

3

48小时输出报告

AI就绪度雷达图 + 优先级路线图 + 可量化的ROI测算

客户证言:"JOCOB的诊断报告不是模板,是针对我们行业的定制化分析。48小时内拿到,速度惊人。"
— 某工业头部品牌CDO

获取免费AI成熟度诊断

From Jacob Column to AI-Native Transformation

For $1B+ Revenue Enterprises
AI-Native Transformation
The Last Mile from Strategy to Execution

Jacob's team embeds on-site, delivering operational AI systems in 6-8 weeks. From diagnosis to solution to deployment to ROI validation—complete closed loop.

50,000+CXO Executives
100M+Content Views
16JAN Products
Clients $1B-$10B Scale
Industries Fashion · Beauty · Pharma · Auto · Manufacturing
Company Dongshu (Shanghai) Internet Technology Co., Ltd.
Growth × Productivity × Cost Three Engines
📈
Growth Growth Engine
Brand Positioning · Consumer Insights · Content Capacity · Private Domain LTV
Productivity Productivity Engine
AI Org Readiness · Data Intelligence Hub · AI Factory · Employee Enablement
💰
Cost Cost Optimization Engine
Demand Forecasting · Inventory Optimization · Smart Manufacturing · Supply Chain AI

Why Jacob and His Team?

For the past 5 years, Jacob has been tracking how industry-leading brands find new growth points in saturated markets. Today, he believes AI is the only advanced production tool that can help brands achieve growth, efficiency, and cost reduction.

🎯
Growth Insights in Saturated Markets
To grow in saturated markets, there are only two paths: replace old demand or create new demand. Jacob has spent 5 years observing how leading brands restructure people-goods-venue through digitalization to find incremental growth.
🤖
AI is the Only Advanced Production Tool
Large models evolve rapidly, but the relationship between enterprises and models remains superficial. Agents (like OpenClaw) enable individuals and organizations to truly harness large models, defining digital outcomes through demand.
Demand is Value, Agent is Execution
Jacob's core methodology: Enterprises use AI Factory to help users achieve better commercial value. From "People→Process→System" to "People→Skill→AI Factory", a new organizational model is emerging.
JZ
JOCOB ZHU
Founder of JOCOB CONSULTING · Founder & CPO of Jacob Column
Core Titles
• International Secretary of Industry 4.0 Club • Director of Shanghai CIO Association • Founder of Yangtze River Delta Fashion Industry Alliance • Director of Shanghai Textile Engineering Society
• Visiting Professor of International Fashion Management, Zhejiang Sci-Tech University • Visiting Professor at SIFEC • Visiting Professor at Donghua University • Visiting Professor at Shanghai Business School
50,000+ CXO Community 100M+ Content Traffic 2000+ Deep Articles
📧 Jocob@jocobnews.com | WeChat: JocobWC
📈
Growth
Focusing on growth results, seeing how AI finds new incremental growth paths in brand, product, and omnichannel (especially e-commerce). Jacob's growth practices at Nike, Lily, and Trendy Group form a complete brand growth knowledge system.
Productivity
A qualified AI user can bring 10-100x value increment. Agents let individuals and enterprises truly harness large models, evolving from "People→Process→System" to "People→Skill→AI Factory", redefining organizational productivity.
💰
Cost Optimization
New organizational models reduce digitalization costs. From traditional "human wave tactics + process stacking" to "AI Factory automation + human resources freed for high-value tasks", achieving fundamental cost structure optimization.
Jacob's Cross-Boundary Background = Business Translation Capability
Technology → Business
Understands technology, even more understands how technology creates business value
Business → Execution
Understands business, even more understands how business transforms into systems
Strategy → Execution
Not just planning, but personally driving execution

Revisiting Six Leading Brands Today,What Reference Value for AI-Native Transformation

Jacob experienced the key transformation periods of these industry-leading brands. Looking back today, their commercial practices and the evolution of AI technology are the core reference for helping clients with AI-native transformation.

Nike — #1 Global Sports Brand
Global Benchmark of DTC Transformation
Nike spent 20 years building consumer lifecycle management capabilities—from Taicang Smart Logistics Center to GB2 global retail solutions, from official e-commerce to membership systems. Today, AI can give any brand in 90 days what took Nike 20 years: consumer insights, personalized recommendations, omnichannel operations.
AI Mapping:AI-powered consumer ops, shifting from "people find goods" to proactive "goods find people"
Microsoft — #1 Global Technology Company
Strongest Leader in Generative AI
Microsoft is OpenAI's largest shareholder; Copilot is redefining enterprise productivity. As the bridge linking China with Western computing and AI technology, Microsoft's global AI deployment experience is exactly what Chinese enterprises need to learn from for AI-native transformation—how to bring the world's most advanced AI capabilities into local business scenarios.
AI Mapping:Enterprise-wide AI productivity tools deployment & org adaptation
J&J — #1 Global Healthcare Company
Digitalization Balance in Highly Regulated Industries
J&J's M&A integration and compliance digitalization experience in global healthcare proves that "compliance is not a barrier, but a guardrail." In the AI era, J&J's practice provides an important reference for how highly regulated industries like pharmaceuticals and healthcare balance innovation with compliance—from GxP validation to physician relationship management digitalization, AI can create huge value within compliance frameworks.
AI Mapping:AI compliance framework & digitalization closed loop for highly regulated industries
Eli Lilly — Global Pharmaceutical Leader
Pioneer in Physician Relationship Management Digitalization
Eli Lilly's digitalization practice in physician relationship management in the global pharmaceutical industry proves that B2B relationships can also be scaled and personalized through technology. From pharmaceutical representative management to physician interview systems, AI today can help pharmaceutical companies achieve 10x efficiency in academic promotion, physician education, and compliance communication.
AI Mapping:AI-powered B2B relationship mgmt, from mass tactics to precision targeting
Lily (Oriental International Group)
Complete Practice of New Retail from 0 to 1
The new retail transformation of Lily under Oriental International Group (140 billion annual revenue) is a complete sample of traditional retail enterprise digitalization in China—from omnichannel "single ledger" to smart flagship stores, from member data platforms to Alibaba ONE Innovation Award. Today, AI can help traditional retailers complete the same leap in less time.
AI Mapping:AI-native reconstruction of traditional retail, omnichannel intelligent ops
Trendy Group (LVMH Affiliated)
Multi-Brand Group Digitalization Platform
The four platforms (product, order, member, data) built by Trendy Group, and the system integration after the cross-border acquisition of Italian SIXTY GROUP, prove that group-level digitalization is not simple system stacking, but a comprehensive reconstruction of organizational structure, business processes, and technical capabilities. In the AI era, platform capabilities can be further intelligentized, achieving true "data-driven decision making."
AI Mapping:Group-level AI hub, from data accumulation to intelligent decision-making
Why These Brands' Today is Your Tomorrow
The digitalization path that these industry-leading brands took 20 years to walk can be achieved with equal or even better results through AI in 90 days today. Nike's consumer operations, Microsoft's AI productivity, J&J's compliance digitalization, Eli Lilly's B2B relationship management, Lily's new retail, and Trendy's platform architecture—the six commercial practices are the six core scenarios of AI-native transformation.

Jacob Column — 50,000+ CXO Executives' AI Transformation Think Tank

Not news aggregation, but firsthand lessons learned from the trenches. 2000+ deep industry insights covering fashion, beauty, pharmaceuticals, automotive, and manufacturing—each pointing to an actionable business decision.

From Content Trust to Business Conversion

Jacob Column is not a marketing accessory, it is JOCOB Consulting'strust engine and funnel top. Clients first recognize Jacob's industry judgment through the column, then validate methodologies through cases, and finally initiate projects.

This "content as trust" model is a differentiated moat that McKinsey and Accenture do not have.

50K+
CXO Community
100M+
Content Traffic
2000+
Deep Articles
5
Major Industries
Jacob Column JOCOB COLUMN
1

Read Column

Recognize Jacob's industry judgment and AI transformation views

2

View Cases

Discover industry benchmarks, validate methodology feasibility

3

Get Diagnosis

JANCF™ AI Maturity Assessment, report in 48 hours

4

Initiate Project

FDE Embedded Delivery, runnable MVP in 6-8 weeks

Growth × Productivity × Cost
Three Engines Driving AI-Native Transformation

Not single-point optimization, but systematic reconstruction. Around the three core enterprise needs—growth, efficiency, cost—delivering end-to-end AI-Native Transformation solutions.

📈 Growth
Brand Growth · Customer Acquisition · LTV · Consumer Insights
⚡ Productivity
Org Efficiency · Data Intelligence · AI Factory · Employee Enablement
💰 Cost
Supply Chain · Inventory · Mfg Cost Reduction · Operations Optimization

JANCF™ = DAIS × ADKAR × GPC

JOCOB AI-Native Consulting Framework integratesStrategic Transformation Four Steps (DAIS) × Organizational Transformation Five Stages (ADKAR) × Growth/Productivity/Cost Three-Dimensional Value Quantification.

Each diagnostic output corresponds to quantified ROI across three dimensions. Not "recommendations," but executable Prompt + Agent + Scorecards, directly embedded into business systems.

48h
Rapid Diagnosis
300+
Diagnostic Questions
5-Dim
Scoring System
J-A-N-C-F
Complete Closed Loop

Focused on Four Core Industries

Not generic cross-industry consulting, but deep vertical expertise. Jacob's team has hands-on experience with $1B+ revenue enterprise cases in each industry.

👔

Apparel / Footwear

Severe inventory backlog, complex SKU mgmt, disconnected online-offline, lagging consumer insights.

Inventory Turnover Optimized -40% · Demand Forecast Accuracy 85%
💄

Beauty / Personal Care

High seeding costs, insufficient content capacity, crude private domain operations, hard to improve repurchase rates.

AIGC Content Capacity ×100 · Acquisition Cost -20%
💊

Pharma / Healthcare

Strict compliance requirements, slow digital transformation, severe data silos, high AI adoption barriers.

Data Response 2 Weeks→5 Sec · Business Self-service Rate 85%
🚗

Auto / Manufacturing

High supply chain complexity, low forecast accuracy, high manufacturing cost pressure, difficult quality traceability.

Inventory Days 130→85 · AI QC Miss Rate 0.5%

Who We Help Solve What Problems

Jacob's team personally embeds AI into core business processes. From pain point diagnosis to solution deployment to ROI validation, every step is quantifiable and reviewable.

Growth Maternal/High-end Consumer

Child Safety Seat Leader — AI-Native Omnichannel Growth

Domestic high-end baby travel brand | Tmall E360 series sales TOP1
#3→#1
AI Search Ranking
×100
AIGC Capacity
-20%
Acquisition Cost
"Jacob's team understands maternal & baby, and even more understands AI. They don't just give solutions, they handhold us through implementation."
Experts: Vincent + Eric
Growth Fashion/Sports

Global Sportswear Leader — Brand DTC Growth

Global sportswear brand China region | brand growth & private domain operations
+35%
Private Domain LTV
×50
Content Capacity
-15%
Marketing Cost
"From brand positioning to content factory, Jacob's team helped us build a complete AI growth flywheel."
Experts: Jacob + Vincent
Productivity Industrial + Hair Care

Global Adhesive & Hair Care Leader — AI for BI

Global adhesive & hair care leader China region | data intelligence transformation
2 Weeks→5 Sec
Data Response
15%→85%
Business Self-service Rate
-40%
IT Tickets
"Not just consulting, but personally building our data Q&A system."
Experts: Eric (IBM/Deloitte/Walmart/Tencent Background)
Cost Manufacturing

China White Feather Chicken Leader — Smart Supply Chain Optimization

China white feather chicken industry leader | supply chain forecasting & inventory optimization
-18%
Inventory Turnover
+22%
Forecast Accuracy
-30%
Stockout Loss
"From demand forecasting to smart allocation, AI made our supply chain truly smart for the first time."
Experts: Dr. Chen + Eric
Cost Petrochemical/Manufacturing

Shandong Large Petrochemical Enterprise — Production Intelligence

Shandong large integrated refining enterprise | smart manufacturing & cost optimization
-12%
Energy Cost
+15%
Capacity Utilization
-25%
Manual Inspection
"The key to AI transformation in traditional manufacturing is finding the links that truly affect costs. Jacob's team found them."
Experts: Dr. Chen + Jacob
Growth Apparel/Denim

Global Iconic Denim Brand — Omnichannel Growth

World's most iconic denim brand | omnichannel digitalization & member growth
+28%
Member Repurchase
×3
Content Reach
+40%
E-commerce Conversion
"From stores to e-commerce to private domain, AI helped us connect the omnichannel growth meridians."
Experts: Vincent + Lily

Growth × Productivity × Cost
Three-Engine Expert Team

Every expert has 10 billion+ revenue enterprise service experience. Not "consultants," but "embedded partners"—on-site 2-3 days per week, personally building AI systems, accountable for business metrics.

Team Collaboration Logic
Vincent + LiYan (Growth) Growth engine that drives revenue → Eric + Coco (Productivity) Productivity engine that unleashes organizational efficiency → Dr. Chen + Shengcai (Cost) Cost engine that optimizes cost structure. Three dimensions reinforce each other, forming an AI-native growth flywheel effect.Jacob as chief architect ensures three-dimensional synergy without disconnect.
📈 Growth Growth Engine
V

Vincent

Growth Engine Partner

Background:20+ yrs brand marketing exp, across 7 industries (Hospitality/Beauty/Maternity/Food/Beverage/Alcohol/Luxury), full path from agency to client to independent advisor
Verified Cases:Hilton KOC activation (recruited 1000+, 200% over target), beauty brand KOS seeding (exposure cost down 90%), Chando AIGC content capacity from 150/mo→1000/mo
AI Transformation Capabilities:JAN-WISE (KOC/KOS Matrix) + JAN-DeepSocial (Consumer Insights) + AIGC Content Factory Setup
20yr+
Industry Experience
7
Industries Covered
×100
Content Capacity Boost
📈 Growth Growth Engine
L

LiYan

Brand Marketing Engine

Background:20+ yrs brand marketing exp, former CMO of Naked Stables, former CMO of Accor China, digital lead at Beiersdorf. Cross 4 industries: Tourism/Hospitality/Auto/FMCG
Verified Cases:Pizza Hut SCRM (largest F&B membership system), CHAGEE overseas ESG (launched in 6 SEA countries), BMW ecosystem global expansion
AI Transformation Capabilities:JAN-Brand-AI (Brand AI Positioning) + JAN-Travel-AI (Tourism Digitalization) + JAN-Global-Accelerator (Brand + Supply Chain Globalization)
20yr+
Marketing Experience
Naked Stables
Former CMO
6countries
Global Coverage
⚡ Productivity Productivity Engine
E

Eric

Org & Data Expert

Background:IBM OCS Org Design → Deloitte Eight-Dim Ops Model → Walmart China HQ Marketing → MininglampnEqual (CDP/DMP/MA) → Tencent Smart Retail (Triple-Connect/.COM2.0/Doubling Plan) → Independent Consulting
Verified Cases:Industrial leader AI for BI (data requests2 Weeks→5 Sec, Business Self-service Rate15%→85%) , jewelry brand org AI transformation (AI adoption30%→85%, change resistance down50%)
AI Transformation Capabilities:JAN-Org-Ready (AI Org Readiness) + JAN-Data-Brain (CDP/DMP/MA Integration) + JAN-AI for BI (Semantic Natural Language Query)
IBM
OCS Org Design
Tencent
Smart Retail
Walmart
Retail Operations
💰 Cost Cost Optimization Engine
C

Dr. Chen

Supply Chain Engine Partner

Background:CornellOperations Research PhD. Former UNIQLO China CDO (only one globally) , personally led UNIQLO China expansion from 600 to 900 stores, Inventory Turnover 60-85 days (industry avg 130 days)
Verified Cases:UNIQLO China store expansion (600→900stores) , Inventory Turnover Optimization (Industry 130 days→60-85days) , RFID full-chain efficiency up 50%, intelligent store-specific allocation
AI Transformation Capabilities:JAN-Supply Chain Intelligence Engine (Demand Forecasting + Inventory Optimization + Smart Allocation + Dynamic Pricing) + JAN-POS AI (Store-Specific Allocation) + Operations Research Algorithm Models
Cornell
Operations Research PhD
Former UNIQLO
China CDO
-40%
Inventory Turnover Optimization
💰 Cost Cost Optimization Engine
S

Shengcai

Strategic Consulting Engine

Background:Zhejiang Province Smart Manufacturing expert, Manufacturing digital transformation practitioner. From MES/QMS to AI QC to energy optimization, speaks factory language, deeply understands AI how to enter the shop flooroor
Verified Cases:Major petrochemical enterpriseAI Factory (8-engine complete solution, strategy-to-execution full design) , eyewear manufacturer intelligence (V1→V6Multi-round Iteration, continuous optimization)
AI Transformation Capabilities:JAN-Factory-AI (Smart Manufacturing MES/QMS + AI QC + Energy Optimization) + JAN-ESG-Trace (ESG Traceability + Carbon Footprint Tracking) + Factory-Level AI Deployment
Petro
AI Factory
8Major
Engine Solutions
V1→V6
Multi-round Iteration
⚡ Productivity Execution Hub
Co

Coco

Execution Hub

Background:CEO Strategic Assistant background, business ops + new media customer acquisition+sales execution + project coordination all-rounder executor. ensures every link from plan to delivery stays connected
Verified Cases:Full-process follow-up of 8+ projects across industrial leaders/maternity/beauty, client satisfaction tracking system setup, 8 client custom solutions from 0 to 1 execution
AI Transformation Capabilities:Project Full Lifecycle Management + client success system + sales execution support + new media customer acquisition matrix
8+
Client Solutions
CEO
Strategic Assistant
100%
Follow-up Coverage

Demand-Driven Seven-Dimension Delivery Network

Not "assigning a consultant," but "assembling a specialized task force." Based on your business pain points, matching 2-3 cross-domain experts for on-site collaboration, hands-on building, and accountability for results.

📋 Client Scenario → Expert Combination
Brand DTC Transformation: Jacob + LiYan + Vincent
Retail Data-Driven Operations: Jacob + Dr. Chen + Eric
Marketing Technology Upgrade: Eric + Vincent + LiYan
Organizational AI Transformation: Jacob + Eric + Coco
Global Expansion & Compliance: LiYan + Jacob + Coco
Pharma/Manufacturing/Store Upgrade: Jacob + Eric + Dr. Chen
🔄 Synergistic Value Amplification
Brand × Data: LiYan + Eric → Brand insights and user data closed loop
Retail × Prediction: Dr. Chen + Vincent → Forward-looking predictive growth system
Organization × Technology: Eric + Jacob → Organization-Ready AI Implementation
Manufacturing × Global: Shengcai + LiYan → Capacity upgrade + overseas brand layout
Diagnosis × Validation: Jacob + Full Team → MVP Validation Before Scaling
🎯 Core Collaboration Process
01
Jacob Strategic Diagnosis
Five-dimension radar scan, defining quick-win scenarios
02
Expert Combination Matching
2-3 experts form a specialized task force
03
Embedded Delivery
On-site setup, effect validation, knowledge transfer
04
Coco Full-Process Follow-up
Full-chain tracking of progress, quality, effectiveness, and satisfaction

From Diagnosis to Full Solution Tiered Partnership

Value validation at the core, from short-term quick wins to long-term internalization, ensuring every investment translates into measurable business outcomes.

L1 Diagnosis
JANCF™ Five-Dimension Diagnosis
Comprehensive scan of enterprise AI transformation foundation, lock in 3 actionable quick-win scenarios
⏱ 2 Weeks
L2 Blueprint
AI Transformation Blueprint
Complete transformation roadmap + 1 core scenario MVP validation, verifying technical feasibility
⏱ 4-6 Weeks
L3 Pilot
90-Day Pilot
Focus on business pain points, verify AI technology value, accumulate reusable methodologies
⏱ 90 Days
L4 Expansion
Full-Chain AI Empowerment
Multi-scenario scaling, establish standardized AI operations system
⏱ 6-12 Months
L5 Full Case
Organizational AI Co-Building
Strategy + technology + data three engines fully activated, deeply bound to business strategy
⏱ 12-24 Months

FDE Embedded Partner vs Traditional Models

We are not a report-selling consulting firm, nor a SaaS vendor selling accounts. We are true "Embedded Partners"—experts on-site, hands-on building, accountable for results.

Dimension Traditional Consulting SaaS Company Jacob FDE
Delivery Method Deliver report and leave, no implementation Sell accounts, not responsible for implementation On-site hands-on building, full implementation
Accountability Provide advice, not accountable for results Only provide tools, no accountability Fully accountable for final business results
Understanding Depth Surface interviews + research, superficial Standardized Producttraining, no customization Deeply embedded in business teams, unified knowledge and action
Time to Value 3-6 months to deliver plan, implementation takes even longer 1-2 mo go-live,ramp-up uncontrollable 90-Day Pilot for rapid validation and iteration
🎯 FDE Core Principles
• Define Business Results First, Then Design Technical Solutions
• First conduct deep business diagnosis, then discuss implementation solutions
• First validate value in small scope, then scale up application
💡 Core Competency
Understand Business, can translate business language precisely into AI language. This is the essence of FDE (Front-End Deployment Engineer), and our core differentiation from pure tech teams.

AI Maturity Rapid Diagnosis

Not "lead capture," but "free diagnosis." Jacob's team will contact you within 24 hours to provide customized AI transformation advice.

Three Steps to Start AI-Native Transformation

1

Fill in Basic Info

Industry, Title, Company Size——helps us match the most suitable diagnostic dimension

2

JANCF™ Five-Dimension Assessment

300+Diagnostic Questions, covering strategy, data, organization, technology, business five dimensions

3

Report in 48 Hours

AI Readiness Radar + Priority Roadmap + Quantifiable ROI

Client Testimonial:"JOCOB's diagnosis report is not a template, it's customized analysis for our industry. Delivered in 48 hours, amazingly fast."
— An industrial leader brandCDO

Get Free AI Maturity Assessment