劉璺-一顆冰淇淋球的供應鏈之旅-CDIE2025.pdf

1、一顆冰淇淋球的供應鏈之旅劉璺（創始人）上海凱敖智科技有限公司您身邊創新驅動的供應鏈 AI1First MileLast MileMiddle Mile3 Last Mile 13%20%16%41%11%1.“Navigating the Complex Web of Last-Mile Deliveries,”Capgemini2.“Revealing the Secret Emissions of E-Commerce,”Clean Mobility Collective 3.“3 Logistics Transformations for Better Last-Mile Deliver

2、y,”Gartner Last Mile 41%150%234CEOCFOCOOCIO5Rubiks Cube6 9 4300 4.3 1019 51900 (5.19 1020)57 57!1075 1022 1024 67Max Route Temperature Change VIP VIP Temperature Limitation+t1+t2+t3+t4+tn+tn-1T+=1Max Route Temperature Change=1tVIPVIP8 AI R2 App GPSR2=0.944573173R20-11GPS9A AI AI xx xx xx xx+29%AI?AI

3、=-30=16-18=300+12.5%=-35=UNKNOWN=500+5 AI=300-400+12.5%+2%=16xx-10.4%AI=10-13=400-300AI=13-15=133.4AI 10%62.1234AI1.xx xx 56-18.8%-31.3%AI=-35AI=-35=300-500AI AIAI 10AI 1 211()AI:KA()2 KA B 1 KA 2 KA()1 B 12B05010015020025030035040010152025303540(2KA(1KA)(2KA)(2KA)(2KA)%(2KA)(1KA)%(1KA)7.1%7.1%21.9%

4、21.9%25%21.9%18.2%15.2%19.2%15.4%1)16.3%(1KA)18.3%(2KA)2)18.6%(1KA)21.1%(2KA).3)AI vs.AI 18.6%21.1%18.3%16.3%13A B KA AI AI14OKAI TerritoryTerritory RedesignRedistricting161718Excel 19676182021 AI.2315124 AI AI AI AI-based Inventory Optimization2550 A R N A R N Min-MaxMin394Max49842493 Min-MaxMin543

5、Max10872540 Min-MaxMin364Max7291364260100200300400500600700800900100015913172125293337414549535761656973778185899397DC A98%0.00%1.00%8.00%18.00%29.00%48.00%64.00%82.00%92.00%96.00%99.00%100.00%0.00%20.00%40.00%60.00%80.00%100.00%120.00%02468101214161820730750770790810830850870890910930950CDF27vs 02,

6、0004,0006,0008,00010,00012,000016324864809611212814416017619220822424025627228830432033635298%02,0004,0006,0008,00010,00012,00001632486480961121281441601761922082242402562722883043203363522880.00%85.00%90.00%95.00%100.00%105.00%0163248648096112128144160176192208224240256272288304320336352DC ADC RDC

7、N80.00%85.00%90.00%95.00%100.00%105.00%0153045607590105120135150165180195210225240255270285300315330345360DC ADC NDC R98%2914,184 10,550 2,280 1,468 1,378 673 02040608010012014016018002,0004,0006,0008,00010,00012,00014,00016,000DC ADC NDC R()(SL98%)()(SL98%)2,540 2,493 1,364 1,670 1,164 1,755 05001,

8、0001,5002,0002,5003,000DC ADC NDC R98%30Excel AI BI AI 31 AI 32 AI Black Box Non-deterministic New Tech Generating New Content Large training datasets Burns the Environment Explainable Deterministic Proven Tech Optimizing what exists Manually Programmed Algorithms Saves the Environment AI vs.AI AI34

9、AI NASACuriosity35 AI i2 Technologies IBM GBS MRO IBM IBM Oracle MRD Oracle Oracle IT AI.10+2023 Chaos Technology AI 37 Chaos AI AICO2/38Depot WMS DepotWMS AI 39 AI Supply Chain Network OptimizationInventory OptimizationRisk AnalysisCash to ServeSourcing OptimizationSupply Chain Master PlanningSupply Chain Digital TwinsGreen Field AnalysisBrown Field AnalysisDemand Variability&Bullwhip Effect AI40“Simplicity is the ultimate form of sophistication.”Leonardo da Vinci41 AI 42掃碼獲取更多CDIE資訊THANKS43