Optimizing Fulfilment Centers with AI: A Retrospective Analysis of Rent the Runway ka san 2018 fɛɛrɛw .
San 2018, Rent the Runway, n’o ye finiko ɲɛnabɔli baarakɛyɔrɔ ye, o ye gɛlɛyabaw sɔrɔ a ka dafayɔrɔw ɲɛnabɔli la. Sosiyete tun bɛ ka bonya teliya la, o kɛra sababu ye ka fɛnw hakɛ caya ani ka baarakɛcogo gɛlɛyaw sɔrɔ. O waati la, hakililata (AI) donni logistiki ni fɛnw dilancogo ɲɛnabɔli la, o tun bɛ ka bɔ kɛnɛ kan nka a ma jɛnsɛn fɔlɔ. Nin barokun in bɛ sɛgɛsɛgɛli kɛ cogo min na rentway tun bɛ se ka AI Technologies sɔrɔ san 2018 kɔnɔ walasa k’a ka dafalen santiri baarakɛcogo ɲumanw sɔrɔ, ka bɛn ni sisan AI ɲɛtaa ye logistiki siratigɛ la.
Dafalenw cogoya san 2018 kɔnɔ .
Baarakɛcogo gɛlɛyaw .
San 2018, Rent the Runway ka dafalen yɔrɔw tun bɛ ka kɛlɛ kɛ ni baarakɛcogo caman ye:
- **Sɛbɛn ɲɛnabɔli:**Ka stock nivow tigitigi mara, o tun ye gɛlɛya ye, o kɛra sababu ye ka fɛn dɔw ni fɛn wɛrɛw ka stockoutw caya.
-**Order Processing Delays:**Manuel sorting and packing processes kɛra sababu ye ka komandi dafa waatiw nɔgɔya, ka nɔ bila kiliyanw wasa la.
-Baarakɛlaw ka gɛlɛyaw: Jagokɛlaw ka caya hakɛ caman ani waati baarakɛlaw mago bɛ gɛlɛyaw la, o ye gɛlɛyaw lase baarakɛlaw ma minnu bɛ ɲɔgɔn sɔrɔ ani minnu bɛ baara kɛ ka ɲɛ.
Teknoloji yɔrɔ .
O waati kɔnɔ, AI ɲininiw kɛra logistiki la, olu tun bɛ u daminɛ na. Amazɔni i n’a fɔ AI-driven solutions (AI-driven) bɛ ka daminɛ ka furakɛli kɛ, nka a tali tun bɛ yɔrɔ bɛɛ la, o tun bɛ yen san caman kɔnɔ hali bi. O ye gɛlɛya ni sababu ye ka boliyɔrɔ jate Piyɔniye AI jɛli la a ka baarakɛtaw la.
AI potentiels applications in dafalenw na .
ai-powered demande forecasting .
Demande (ɲini) ɲɛfɔli tigitigi nafa ka bon kosɛbɛ fɛnw marayɔrɔw ɲɛnabɔli la. AI algorisimuw bɛ se ka tariku feereli kunnafoniw sɛgɛsɛgɛ, suguya taabolo, ani kɛnɛmafɛnw walasa ka ɲinini nataw fɔ ka ɲɛ. Misali la, Walmart ye AI kɛ ka stockoutw dɔgɔya ni 30% ye ni ɲininiw ɲɛfɔli ye ni tiɲɛni ka bon (execkart.com). O ɲɔgɔnna AI-driven pronosticing waleyali tun bɛ se ka dɛmɛ don ka bolifɛnw boliyɔrɔ jate ka ɲɛsin inventory hakɛw ma, ka dɔ bɔ overstocking ni stockouts fila bɛɛ la.
Intɛrinɛti hakilitigiw ɲɛnabɔli .
AI sitɛmuw bɛ se ka stock hakɛw kɔlɔsi waati yɛrɛ la ani ka fɛnw ladilan u yɛrɛma yɔrɔ caman na. Nin fɛɛrɛ barikama in b’a to fɛnw bɛ sɔrɔ nɔgɔya la, k’a sɔrɔ fɛn minnu bɛ fɔ kosɛbɛ, olu bɛ dɔgɔya walasa ka dɔ bɔ u marali musakaw la. AI-driven inventory management fana bɛ se ka reorder processes kɛ otomatiki ye, ka a jira ko a bɛ se ka kɛ waati bɛnnen na ani ka dɔ bɔ bololabaara filiw la.
Robotiki ni otomatiki .
Ni aw ye robow don minnu bɛ se ka baara kɛ ni AI ye, o bɛ se ka dɔ fara kosɛbɛ baarakɛcogo ɲuman kan. Robow minnu bɛ se ka mobili yɛrɛ ta (AMR) olu bɛ se ka fɛnw marayɔrɔw lajɛ, ka fɛnw sɔrɔ, ka taa n’u ye pakew feereyɔrɔw la, ka waati ni baara dɔgɔya minnu ka kan ka kɛ walasa ka yamaruya dafa. Amazɔni i n’a fɔ Amazɔni ye robo 200.000 ni kɔ bila u ka fɛnmarayɔrɔw la, o kɛra sababu ye ka baara musakaw dɔgɔya 20% ani ka komandi dafalen teliya ɲɛnabɔ (warehousewhisper.com). Rent the runway tun bɛ se ka nafa sɔrɔ o otomatiki ɲɔgɔnna na ka se streamline baarakɛcogo ma.
ai-driven quality control .
Ka a lajɛ ko finiw jatecogo ɲuman de ye fɛn bɛɛ la belebele ye. AI-powered visual inspection systems bɛ se ka fɛn tiɲɛnenw, pakew tiɲɛni, walima sɛbɛn minnu tɛ tiɲɛ ye, olu dɔn sani fɛnw ka bila ka bɔ fɛnmarayɔrɔ la. Nin fɛɛrɛ min bɛ kɛ ka ɲɛ, o bɛ dɔ bɔ kurunbokari filiw la ani ka kiliyanw wasa bonya. Kalanw y’a jira ko AI-driven quality control bɛ se ka dɔ bɔ kurunbokari filiw la ni 40% ni kɔ ye (iuemag.com).
Ladonni kofɔlen .
AI bɛ se ka magan masinw ni minɛnw kɔlɔsi waati yɛrɛ la, ka dɛsɛw fɔ minnu bɛ se ka kɛ sani u ka kɛ. Nin ladonni fɛɛrɛ kofɔlen in bɛ dɔ bɔ jɔli la min ma labɛn ani ka minɛnw si janya. Sɛgɛsɛgɛliw y’a jira ko ladonni kofɔlen bɛ se ka ladonni musakaw tigɛ ni 20% ye ani ka minɛnw dannaya yiriwa ni 30% ye (locusrobotics.com).
Nafa minnu bɛ AI jɛ-ka-baara la .
ka ɲɛtaa sabati .
AI jɛ-ka-baara bɛ se ka baara kɛcogo kɔrɔw kɛ otomatiki ye, ka hadamaden baarakɛlaw bila u ka u sinsin baara gɛlɛnw kan. O bɛ na ni komandi baarakɛwaati teliya ye ani ka dɔ fara baara kɛcogo kan. Misali la, AI-driven route optimization bɛ se ka dɔ bɔ fɛnw lase waatiw la ani ka sɛnɛfɛnw ta, o bɛ na ni musaka dɔgɔyali ye ani ka kiliyanw wasa (_retailerhub.ai).
A ka tiɲɛni ɲɛnabɔlen .
AI sitɛmuw bɛ se ka hadamadenw ka filiw dɔgɔya baara dɔw la i n’a fɔ komandiw tigɛcogo, u pakeli, ani u marayɔrɔw ɲɛnabɔli. O bɛ na ni tiɲɛni ye min ka bon kosɛbɛ ani ka segin ka dɔgɔya, ka kiliyanw ka dannaya ni kantigiya bonya.
Scalability .
Ni bolifɛn boliyɔrɔ bɛ ka bonya ka taa a fɛ, AI furakɛli bɛ se ka sɛgɛsɛgɛli kɛ walasa ka ɲininiw dafa minnu bɛ ka caya. AI sitɛmuw bɛ se ka ladamu ni hakɛw ye minnu ka bon ani baara minnu ka gɛlɛn kosɛbɛ, k’a sɔrɔ baara musakaw ma caya ka kɛɲɛ ni u hakɛ ye.
Gɛlɛyaw ni jateminɛw .
Investissement fɔlɔ .
AI fɛɛrɛw waleyali bɛ wariba caman ɲini ka kɔn o ɲɛ, minnu bɛ sɔrɔ fɛnɲɛnamafagalanw, porogaramuw ani kalan na. Ka kɛɲɛ ni bolifɛnw boliyɔrɔ ye, o tun bɛna kɛ ni musakabaw ye minnu ka bon kosɛbɛ.
integration complexité .
AI sitɛmuw ni fɛnmarayɔrɔw ɲɛnabɔli siraw ni taabolo minnu bɛ yen, olu faralen ɲɔgɔn kan, o bɛ se ka gɛlɛya ani ka waati caman ta. A bɛ labɛnni ni waleyali ɲuman de wajibiya walasa ka baara kɛ cogo la min tɛ fɛn tiɲɛ.
Baarakɛlaw ka wuli .
AI ni ɔtomatizi daminɛni bɛ se ka kɛ sababu ye ka fɛn dɔw Changer baarakɛlaw ka ɲininiw na. Rent the runway tun bɛna mago don ka nin jiginni in ɲɛnabɔ koɲuman, ka kalan ni dɛmɛ di baarakɛlaw ma minnu tɔɔrɔla fɛn caman Changements.
Kuncɛli
San 2018, Rent the Runway ye gɛlɛyabaw sɔrɔ a ka dafayɔrɔw ɲɛnabɔli la. AI fɛɛrɛw jɛli tun bɛ se ka nin ko caman ɲɛnabɔ, ka kɛ sababu ye ka baarakɛcogo ɲuman, tiɲɛni, ani sɛgɛsɛgɛli kɛ. Hali n’a y’a sɔrɔ wariko fɔlɔ ni jɛɲɔgɔnya gɛlɛyaw tun ka bon kosɛbɛ, AI tali kuntaalajan nafa ka bon kosɛbɛ. AI bɛ ka taa a fɛ ka taa ɲɛ, tɔn minnu bɛ i n’a fɔ Rent the Runway, olu bɛ se ka nin ɲɛtaa ninnu kɛ walasa ka to ɲɔgɔndan na ani ka ɛntɛrinɛti jago siratigɛ ɲininiw dafa minnu bɛ ka bonya.
Kalan wɛrɛw .
Walasa ka hakilina caman sɔrɔ AI ɲininiw kan fɛnw labɛnni ni u dafayɔrɔw la, aw ye jateminɛ kɛ ka nin nafolomafɛnw sɛgɛsɛgɛ:
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AI-Driven Warehouse Automation: The Future of Fulfillment Centers with Robotics and AI .
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Warehouse AI Revolution: Powerful Transformations in Logistics 2024 .
