San 2025, fɛnmarayɔrɔw ka baara tɛmɛna ka tɛmɛn fɛnmarayɔrɔ jɔnjɔnw ni fɛnw lamagacogo kan-a kɛra ɲɔgɔndan yɔrɔ ye, yɔrɔ min na, baarakɛcogo ɲuman, tiɲɛni, ani teliya bɛ jago ɲɛtaa latigɛ k’a ɲɛsin a yɛrɛ ma. Ikomi feerekɛlaw ka jigiya bɛ ka caya ka taa a fɛ ka ɲɛsin fɛnw lase teliya ma, ka komandi kɛ minnu tɛ fili{3}}, ani ka fɛnw dilancogo jɛlenw kɛ, fɛnmarayɔrɔw ka otomatiki jiginna ka bɔ "nice-ka taa-have" jiginni na ka taa fɛɛrɛ wajibiyalen na. Walasa ka jagokɛlaw dɛmɛ u ka se ka nin fɛn caman tigɛli yɔrɔ in lajɛ, an ye gafe dɔ labɛn min bɛ ɲɛsin san 2025-piyɔniyew ka depo otomatiki tɔnba sanfɛtaw ma minnu bɛ hakililata (AI), robotiki, ani porogaramu hakilitigiw ta walasa ka fɛnw labɛncogo baarakɛcogo ɲɛfɔ kokura.
Mun na san 2025 ye san nafama ye Warehouse Automation (Warehouse Automation) la
Sani an ka sanfɛ tɔnw sɛgɛsɛgɛ, a nafa ka bon ka fanga jɔnjɔnw faamuya minnu bɛ depo otomatiki taabolo caya:
Baara gɛlɛyaw: Diɲɛ kɔnɔ fɛnw ladonni baarabolo bɛ baarakɛlaw dɛsɛ banbali la, o b’a to bololabaara kɛcogo bɛ sumaya, musaka ka ca, wa a ka teli ka kɛ bɛnbaliya ye. Otomatiki bɛ dɔ bɔ hadamadenw ka baara la, ka sɔrɔ ka filiw dɔgɔya minnu bɛ sɔrɔ sɛgɛn walima kɔlɔsili fɛ.
E-Jagokɛlaw ka binkanni: San 2025 na, a jirala ko ɛntɛrinɛti feereli bɛna kɛ 30% ni kɔ ye diɲɛ feerelikɛyɔrɔw la. Nin jiginni in kɔrɔ ye ko maganw ka kan ka komandiw ɲɛnabɔ siɲɛ 2–3 ka tɛmɛ a san duuru dɔrɔn kan-wa otomatiki de ye fɛɛrɛ kelen ye min bɛ se ka kɛ walasa ka baara kɛcogo sɛgɛsɛgɛ k’a sɔrɔ u ma teliya walima tiɲɛni saraka.
Data-Demand min bɛ ɲɛminɛ: Bi jagokɛlaw bɛ waati yɛrɛyɛrɛ-yeli de wajibiya ka don fɛnmarayɔrɔw hakɛw la, komandi cogoyaw la, ani fɛnw dilancogo gɛlɛyaw la. Otomatiki baarakɛminɛnw bɛ jateminɛ kɔrɔlenw fara ɲɔgɔn kan, ka kunnafoni raw tigɛli kɛ hakilinaw ye minnu bɛ se ka waleya, minnu bɛ latigɛ hakilitigiw bila-.
O hukumu kɔnɔ, nin tɔn 10 ninnu bɛ bɔ kɛnɛ kan u ka kokuradonni, u ka sɛgɛsɛgɛli, ani u ka se ka diɲɛ fɛnmarayɔrɔ dimiko lakikaw ɲɛnabɔ.
Warehouse Automation Companies 10 minnu bɛ sanfɛ san 2025 kɔnɔ
Aeologic Technologies:Agile Innovateur ka ɲɛsin jagokɛlaw ka sɛgɛsɛgɛli ma
Aeologic Technologies bɔra teliya la ka kɛ ɲɛmɔgɔba ye a kɛlen k’a sinsinotomatiki min bɛ se ka sɔrɔ, min bɛ se ka sɛgɛsɛgɛ-k’a kɛ sugandili ɲuman ye jagokɛlaw cɛmancɛ-walew ni fɛnw ladonni daminɛw bolo minnu b’a fɛ ka baara kɛ nizɛrikan na k’a sɔrɔ u ma u ka baarakɛnafolo tiɲɛ.
Fɛn min b’a to a bɛ bɔ kɛnɛ kan:
Aeologic tɛ i n’a fɔ baarakɛda-siɲɛnabɔlenba minnu bɛ fura gɛlɛnw di, minnu hakɛ bɛ bɛn- bɛɛ ma, Aeologic bɛ ladilikan fɛɛrɛ ta. A bɛ fɔlɔ ka jagokɛyɔrɔ dɔ ka baarakɛcogo kɔrɔw kariti kɛ walasa ka baarakɛbaliyakow dɔn, o kɔfɛ, a bɛ fɛɛrɛw labɛn walasa ka yɔrɔ kɛrɛnkɛrɛnnenw fa. A ka AI-baarakɛminɛn minnu bɛ ɲɛminɛ, olu dabɔra walasa ka bonya ni jago ye, o bɛ kɛ sababu ye ka sistɛmuw falen u nɔ na i n’a fɔ baarakɛcogo.
Furakɛcogo jɔnjɔnw:
RFID-Powered Tracking: A bɛ fɛn dontaw ni bɔlenw sɛbɛn a yɛrɛma ni 99,8% tiɲɛni ye, o bɛ waati-bololabaarakɛminɛnw sɛgɛsɛgɛli mago bɔ a la.
AI Inventory Management : A bɛ baara kɛ ni tariku feereli kunnafoniw ye walasa ka stockouts ani overstock cogoyaw fɔ, ka dɔ bɔ fɛnw tacogo musakaw la fo ka se 25% ma.
Real-Time Analytics Dashboards: A bɛ jateminɛ jɔnjɔnw jira (i n’a fɔ picking teliya, komandi tiɲɛni, ani nafolo baaracogo) walasa ka jagokɛlaw dɛmɛ ka baarakɛbaliya ye o yɔrɔnin bɛɛ.
IoT sigida kɔlɔsili : A bɛ funteni, nɛnɛ ani yɛrɛyɛrɛ hakɛw lajɛ walasa ka fɛnmaralenw lakana minnu bɛ se ka sɛgɛsɛgɛ, i n’a fɔ furaw walima ɛntɛrinɛti.
Ideal For: Fiyeerekɛlaw cɛmancɛ-, mɔgɔ sabananw ka fɛnw ladonni (3PL) dilanbagaw, ani fɛn dilannikɛlaw minnu bɛ otomatiki musaka{3}}nafa ɲini ni wari bilalen ye teliya la (ROI), a ka c’a la kalo 8–12.
Nafolo marayɔrɔw ni fɛnw ladonni Co., Ltd.
Riches sigilen san 2008, a ye tɔgɔ ye min bɛ da a kan fɛnmarayɔrɔw ɲɛnabɔli hakilitigiw la, min ɲɛsinnen bɛ fɛnmarayɔrɔw ni fɛnw ladonni nizɛriyali ɲɛtaa ma seko ni dɔnko siratigɛ la. O ye jɛɲɔgɔn ye min ka di jagokɛlaw ye minnu bɛ baarakɛcogo ɲumanw ɲini-a jɔyɔrɔ kelen-, sigida minnu bɛ kɛ ka kɛɲɛ ni mɔgɔw sago ye, olu jɔra walasa ka izini-dimi kɛrɛnkɛrɛnnenw ɲɛnabɔ ani ka ladamu baarakɛcogo magow la minnu bɛ ka wuli.
Lakalifɛnw:
Intelligent Warehouse Management Systems (WMS): A bɛ se ka kɛ sababu ye ka waati lakika-n fɛnmarayɔrɔw nɔfɛtaama ni kunnafoniw-laɲiniw kɛ, ka bololabaarakɛlaw ka jatebɔ filiw tigɛ ni 90% ni kɔ ye ani ka basigi da fɛnmarayɔrɔ baarakɛcogo jɛlenw bɛɛ kan.
Automated Warehouses & AGVs : A bɛ fɛnw maracogo otomatiki ladamulen ni AGVw fara ɲɔgɔn kan walasa ka fɛnw lamagacogo ɲɛ, ka bololabaarakɛlaw ka dannaya dɔgɔya ni 60% ye ani ka baara teliya bonya ni 40% ye ni i y’a suma ni laadala sigicogo ye.
Intelligent Sorting Systems: A bɛ fɛnw danfara ni u jiginni kɛ otomatiki la, ka se ka komandi 3000 ɲɛnabɔ lɛrɛ kɔnɔ-dafalen don dancɛ tigɛlen-jagokɛyɔrɔw la e-jagokɛlaw ni FMCG iziniw kama minnu ka komandi ɲininiw ka ca -.
Donanw yecogo yɔrɔw : A bɛ KPI jɔnjɔnw (baarakɛcogo, tiɲɛni, baarakɛcogo ɲuman) kɛ cɛmancɛ la walasa ka waati yɛrɛyɛrɛ-kɔlɔsili kɛ, ka kiliyanw dɛmɛ u ka baarakɛcogo ɲɛ ani ka baarakɛcogo ɲuman bɛɛ lajɛlen 提升 提升 ni 25% ye.
Dannaya bɛ u kan: Dugu kɔnɔ ani diɲɛ kɔnɔ baarakɛda minnu bɛ fɛn dilanni, dancɛ tigɛ e-jago, FMCG, ani furakɛli-o la, fɛntigibaw-mara minnu ka fɛnmarayɔrɔw ni fɛnw dilancogo ɲɛnabɔli magow ka gɛlɛn, o ye a ka baarakɛcogo dafalen seereya ye ani a ka furakɛlicogo minnu bɛ se ka sɛgɛsɛgɛ.
Dematic (KION Group):Duniɲa ɲɛmɔgɔba intralogistics la
Ni san 200 ni kɔ dɔnniya ye logistiki la, Dematic (KION kulu yɔrɔba dɔ) ye fangatigi ye san...laban-ka-ban intralogistics automation. A furakɛcogo bɛ fɛnɲɛnɛmaw ni porogaramuw fara ɲɔgɔn kan cogo la min tɛ fɛn tiɲɛ, ka baarakɛcogo kelenw dilan minnu bɛ daminɛ fɛnw sɔrɔli la fo ka se fɛnw cili laban ma.
Tulon-Yɛlɛma Tech:
Micro-Fulfillment Systems: Setups compacts, automatiques, minnu dabɔra dugubaw kɔnɔ fɛnmarayɔrɔw ni feerekɛyɔrɔw kɔkannaw kama, minnu bɛ se ka kɛ sababu ye ka lɛrɛ 1-li kɛ, kilomɛtɛrɛ laban komandiw kama.
High-Speed Sortation Conveyors: A bɛ fɛnw bila sira kan ka taa garasi ɲuman na segin 2 kɔnɔ, o b’a to a ka ɲi kosɛbɛ e-jagokɛyɔrɔw la minnu ka ca kosɛbɛ (misali la, juma nɛrɛma walima seli kɔrɔtɔlenw).
AI DC Optimization: A bɛ baara kɛ ni masin kalanni ye walasa ka baarakɛcogo labɛn kokura waati yɛrɛ la. Misali la, ni fɛnw lasecogo dɔ tiɲɛna, o porogaramu bɛ fɛnw bila sira wɛrɛ kan a yɛrɛma walasa ka buteliw bali.
Nafa jɔnjɔn: Diɲɛ dɛmɛnjɛkulu min bɛ ni baarakɛyɔrɔ 200 ni kɔ ye diɲɛ kɔnɔ, o bɛ baarakɛbaliya waati fitinin-ko gɛlɛnba don fɛnmarayɔrɔw la minnu bɛ baara kɛ tile 24/7.
Amazon Robotics:Fɛnfɛnw-ka-Mɔgɔw ka Otomatiki ɲɛmɔgɔba
Fɔlɔ a tun bɛ fɔ a ma ko Kiva Systems, Amazon Robotics ye fɛn caman sɛmɛntiya fɛnmarayɔrɔw la n’a ka...fɛnw-ka-mɔgɔ (GTP) robow-wa a bɛ ka taa a fɛ ka baara in ɲɛminɛ san 2025. Nin robo mobili ninnu bɛ baarakɛlaw mago ban ka kilomɛtɛrɛ taama don o don walasa ka fɛnw ta, ka fɛnw tigɛ waati tigɛ ni 60% ye.
Fɛn min b’a danfara bɔ ɲɔgɔn na:
Seamless Ecosystem: Robots bɛ jɛ ni Amazon ka warehouse management system (WMS) ye, ka loop dɔ dilan min bɛ kɛ ni otomatiki ye min bɛ bɛnkanko gɛlɛyaw ban ni mɔgɔ sabananw ka porogaramuw ye.
24/7 Baarakɛcogo : Robotiw bɛ baara kɛ tile bɛɛ la k’a sɔrɔ u ma lafiɲɛ, o b’a to u ka ɲi kosɛbɛ hyper-scale e-jagokɛyɔrɔw la minnu bɛ komandi ba tan ni tan baara don o don.
Scalable Fleets: Jagokɛlaw bɛ se ka robow fara ɲɔgɔn kan walima k’u bɔ ka kɛɲɛ ni komandi hakɛ ye, o bɛ se ka fɛn caman kɛ walasa ka waati kɔnɔna na, fɛn caman bɛrɛbɛrɛw ɲɛnabɔ.
Ideal For: E-feerekɛlabaw ni 10,000+ stock-keeping units (SKUs) (misali la, Amazon yɛrɛ, Shopify Plus jagokɛlaw) ani don o don komandi hakɛ caman.
Swisslog (KUKA Group):Otomatiki sabatili ka ɲɛsin siniɲɛsigi-Magayɔrɔw labɛnnenw ma
Swisslog (KUKA kulu ka bolofara dɔ) bɛ bɔ kɛnɛ kan a ka...fanga-baarakɛcogo ɲuman, kunnafonidilan-ɲɛnabɔli ɲɛnabɔcogo-k’a kɛ sugandili sanfɛla ye jagokɛlaw bolo minnu bɛ sabatili bila jɔyɔrɔ fɔlɔ la baarakɛcogo ɲuman kɛrɛfɛ.
Tech Highlights (Kɛnɛyako ɲɛnamaw).:
AutoStore Integration : A ni AutoStore (diɲɛ kɔnɔ ASRS min ka dɔgɔ kosɛbɛ) bɛ jɛ ka fɛnw mara 75% ka sɔrɔ ka fanga dɔgɔya 30% ka tɛmɛ laadala marayɔrɔw kan.
SynQ Software Suite: A bɛ robow, conveyors ani inventory data labɛn ka kɛ plateforme kelen kɔnɔ, ka bololabaara kɛcogo dɔgɔya ni 80% ye.
CycloneCarrier Shuttles: Teliya caman-shuttles minnu bɛ fɛnw lamaga jɔlen ni tilennen, ka sɔrɔ waati tigɛ ka se segin 10 ma.
Sigida sabatili sinsinnan: Sisitɛmu bɛɛ dabɔra walasa ka dɔ bɔ fanga tacogo la, ka jagokɛlaw dɛmɛ u k’u ka sigida, sigidako ani marako (ESG) laɲiniw dafa.
GreyOrange:Agility Through Robotics-i n'a fɔ-a-Baarakɛyɔrɔ (RaaS)
GreyOrange ye ɲɛmɔgɔ ye san...otomatiki min bɛ se ka wuli ka bɔ a nɔ na, ka dumuni di feerekɛlaw ni 3PLw ma minnu ka kan ka ladamu joona waati caman yeli la (misali la, seli kɔrɔtɔlenw, flash feereli). A ka RaaS misali b’a to jagokɛlaw bɛ se ka u ka baara kɛ ni min ye, u bɛ se k’o sara, k’u yɛrɛ tanga kapitali musakabaw ma ka kɔn o ɲɛ.
Saraka jɔnjɔnw:
SorterBots: Robo fitininw, mobili minnu bɛ fɛnw labɛn ka kɛɲɛ ni SKU walima u taayɔrɔ ye. U tɛ i n’a fɔ sɛrɛkili jɔlenw, u bɛ se ka labɛn kokura lɛrɛ caman kɔnɔ walasa u ka se ka ladamu ni fɛnmarayɔrɔw labɛncogo caman yeli ye.
GreyMatter AI: A bɛ robo kɛmɛ caman labɛn waati kelen na, k’a lajɛ k’u bɛ baara kɛ ɲɔgɔn fɛ k’a sɔrɔ u ma ɲɔgɔn gosi ani ka yamaruyaw bila jɔyɔrɔ fɔlɔ la minnu ka kan ka kɛ fɔlɔ.
Waati ɲinini jaabi lakika-Waati ɲinini jaabi: A bɛ baarakɛcogo ladilan miniti kɔnɔ ni komandi hakɛ cayara (misali la, banakisɛfagalanw bɔli waati la), ka dafalen to sira kan.
Nafa min bɛ musakaw sɔrɔ: RaaS modɛli bɛ musaka fɔlɔw tigɛ ni 60% ye ni i y’a suma ni robow sanni ye k’a jɛya-a ka ɲi jagokɛlaw ma minnu ka wariko bɛ ɲɔgɔn ta.
Blue Yonder (Panasonic):AI-Kunnafoni dilancogo ɲuman
Blue Yonder (min bɛ Panasonic bolo) ka baara kɛrɛnkɛrɛnnen don...otomatiki kɔrɔfɔli, ka baara kɛ ni masin kalanni ye walasa ka koɲɛw makɔnɔ sani u ka kɛ. A ka sankaba-basigiyɔrɔ bɛ laban-ka se{3}}dakun na, a bɛ kunkanko di fɛnw dilancogo bɛɛ ma, a tɛ kɛ fɛnmarayɔrɔ dɔrɔn kan.
Fɛnɲɛnɛmafagalan jɔnjɔnw:
Yɛrɛmahɔrɔnya fɔli : A bɛ ɲininiw fɔ ni 90% ye, k’a to jagokɛlaw bɛ fɛn ɲumanw mara waati bɛnnen na (ka fɛnw marali ni fɛn salenw ban).
Dynamic Inventory Balancing: A bɛ fɛnw bila a yɛrɛma magasinw ni ɲɔgɔn cɛ walasa ka kurunbokari musakaw dɔgɔya (misali la, ka stock ci yɔrɔ la min ka surun yɔrɔ la min ka surun -demand maraw la).
Laban-ka se-Dan Dafalen: A bɛ jɛ ni kurunbokarilaw ye walasa ka fɛnw lasecogo teliyalen, musaka{2}}nafama sugandi, ka kilomɛtɛrɛ labanw musakaw tigɛ ni 15% ye.
Sankaba Nafa: Jagokɛlaw bɛ se k’u ka kunnafoniw sɔrɔ ka bɔ yɔrɔ o yɔrɔ, o b’a to a ka nɔgɔn ka fɛnmarayɔrɔ caman ɲɛnabɔ marabolow kɔnɔ.
Taamaʃyɛn:Fɛɛrɛbɔ-Teliya sinsinlen ka ɲɛsin jatebɔba ma-Skala
Symbotic ka baara kɛrɛnkɛrɛnnen donteliyaba-robo-sitɛmuwmin dabɔra feerekɛlabaw kama. A ka fɛɛrɛbɔ bɛ baara kɛ ni AI ni ɔridinatɛri yeli ye walasa ka kɛsu tacogo, u tilacogo, ani palɛti jɔli kɛ otomatiki ye-o nafa ka bon feerekɛlaw bolo minnu ka fɛn dilannenw ka ca.
Mun na feerekɛlaw b’a kanu:
Case Picking Automation: Robotw bɛ case kelen-kelenw ta ka bɔ palɛtiw la ka teliya siɲɛ duuru ka tɛmɛ hadamadenw kan, o b’a to a ka ɲi dumunikɛyɔrɔw ni kɛsu feerelaw belebelebaw ma.
Pallet Building AI: A bɛ palɛti sabatilenw dilan minnu ka ɲi ka ci, ka dɔ bɔ fɛn dilannenw tiɲɛni na tɛmɛsira waati la ni 30% ye.
Seamless Retail Integration : A bɛ baara kɛ ni retail enterprise resource planning (ERP) systems (misali la, SAP, Oracle) ye walasa ka inventory dataw bɛn ɲɔgɔn ma maganw ni maganw kɔnɔ.
Clients (Kiliyanba) minnu bɛ yen: Fiyeerekɛla ŋanaw i n’a fɔ Walmart, Target, ani Kroger-dalili b’a jira ko a bɛ se ka feerelikɛlaw ka ɲinini kɛrɛnkɛrɛnnenw dafa.
FANUC:Robotique industrielle ka kɔkolo
FANUC ye diɲɛ ɲɛmɔgɔba ye san...izini robow dilanni-otomatiki fɛnmarayɔrɔw ka "baarakɛsow" ye. A ka robo bolow ni yeli-minɛnw bɛ Kɛ kosɛbɛ fɛn dilanni n’a tilali la baara minnu bɛ Kɛ ni tigitigi ni teliya ye.
Core Tech ye baara kɛ:
Robotiki bolo minnu teliya ka bon-: Aw bɛ fɛnw tigɛ, ka u pake, ani ka u palɛti minɛ ni milimɛtɛrɛ jukɔrɔla ye, o b’a to u ka ɲi fɛn misɛnninw walima fɛn nɔgɔlenw ma (misali la, ɛntɛrinɛti, ɲɛgɛnw).
Vision Systems : A bɛ robow dɛmɛ u ka fɛnw dɔn sigidaw la minnu ma labɛn (misali la, fɛn ɲagaminenw binkɛnɛ), o bɛ dɔ bɔ magoɲɛfɛnw na minnu tun labɛnna ka kɔn -.
Lakanali-Fɔlɔ labɛncogo: Robow bɛɛ bɛ diɲɛ lakana sariyaw labato, o b’a to u bɛ se ka baara kɛ ni hadamadenw ka baarakɛlaw ye k’a sɔrɔ farati t’u la.
Ideal For: Fɛn dilannikɛlaw, ɛntɛrinɛti feerelaw ani fɛnmarayɔrɔ minnu bɛ baara tigitigiw wajibiya, minnu bɛ se ka segin-ka-bɔ, walasa ka baara kɛ joona.
KION Group (via Linde MH & Dematic):Ekositɛmu min bɛ fɛnw minɛ cogo bɛɛ lajɛlen na
KION kulu (a ka tɔndenw fɛ Linde MH ani Dematic fɛ) bɛ akelen-dabilayɔrɔka ɲɛsin depo otomatiki ma, ka fɛnw minɛcogo minɛnw, porogaramuw ani robow fara ɲɔgɔn kan. A ka fɛɛrɛ bɛɛjɛfanga b’a to sistɛmu bɛɛ bɛ baara kɛ ɲɔgɔn fɛ cogo la min tɛ fɛn tiɲɛ, ka bɛnkanko koɲɛw bɔ yen.
Fɛn minnu bɛ Kɛ ni fɛnba ye:
Forokɛriw minnu bɛ baara kɛ ni u yɛrɛ ye : Forklifa minnu bɛ se ka doni girinmanw ta (fo ka se tɔni 10 ma), olu bɛ dɔ bɔ bololabaara ni baarakɛyɔrɔ kasaaraw la.
Fleet Telematics: A bɛ forokili baara kɛcogo n’a sigiyɔrɔ kɔlɔsi, ka bolifɛnw baaracogo ɲuman kɛ ani ka dɔ bɔ jɔli waati la (misali la, ka jagokɛlaw lasɔmi ni forokili mago bɛ ladonni na).
Warehouse Design Consulting: A bɛ jagokɛlaw dɛmɛ ka maganw dilan ka bɔ duguma walasa ka otomatiki seko caya, k’a sɔrɔ u kana kɛ ka yɔrɔ kɔrɔw labɛn kokura.
Nafa min bɛ don ɲɔgɔn na: Ikomi Linde MH (materiel handling) ni Dematic (automation) bɛ baara kɛ parasol kelen kɔnɔ, jagokɛlaw bɛ sistɛmu kelen sɔrɔ min kɔnɔ, danfara tɛ baarakɛcogo la.
Miirili labanw:Cogo min na i bɛ se ka sosiyete ɲuman sugandi i ye
Depo otomatiki sosiyete min ka fisa, o bɛ bɔ i kajago hakɛ, izini, ani laɲini kɛrɛnkɛrɛnnenw:
Jagokɛyɔrɔ fitininw-ka se-cɛmancɛ-jagokɛyɔrɔw ma: Aeologic Technologies (sɔngɔ-min bɛ se ka kɛ ani min bɛ se ka sɛgɛsɛgɛ) walima GreyOrange (RaS modɛli min bɛ se ka wuli) ye sugandili ɲumanw ye.
Baarakɛda minnu bɛ baara kɛ: Honeywell Intelligrated (ka ɲɛsin fanga caman ma, Dematic (ka ɲɛsin diɲɛ kɔnɔkow ma), walima Swisslog (ka ɲɛsin furakɛli sabatili ma) bɛna i magow ɲɛ.
E-Jago/Fɛɛrɛbɔ: Amazon Robotics (GTP teliya kama), Symbotic (feere-otomatiki min sinsinnen bɛ feereli kan), walima Blue Yonder (fɔcogo kɔrɔfɔlen) ye fɛn sugandilenw ye minnu bɛ sanfɛ.
Fɛn dilanni: FANUC (ka ɲɛsin robotiki tigitigi ma) walima KION Group (ka ɲɛsin fɛnw minɛcogo bɛɛ ma) bɛna bɛn i ka baarakɛcogo wajibiyalenw ma.
Ni i y’i magow bɛn nin tɔnba ninnu fanga ma, i bɛ se ka otomatiki waleya min tɛ sisan dimi yɔrɔw ɲɛnabɔ dɔrɔn, nka a bɛ i ka jago fana bila jɔyɔrɔ la walasa ka ɲɛtaa kuntaalajan sɔrɔ san 2025 logistiki siratigɛ la.
