Ka kɛɲɛ ni fɛnw dilancogo ɲɔgɔndan jugu ye min bɛ ka caya ka taa a fɛ ani suguya ɲininiw bɛ ka wuli teliya la, fɛnmarayɔrɔw, n’o ye yɔrɔba ye min bɛ fɛn dilanni ni tilali cɛsiri, o bɛ nɔ bila sosiyete dɔ ka jaabi ni suguya ɲɔgɔndan na k’a ɲɛsin a ka baarakɛcogo ɲuman ma. Fɛnmarayɔrɔw ɲɛnabɔcogo otomatikiw, n’u bɛ minɛn hakilitigiw ni nizɛri fɛɛrɛbɔw fara ɲɔgɔn kan, olu bɛ ka laadala fɛnmarayɔrɔw ka yɔrɔ dantigɛliw, baarakɛcogo ɲuman gɛlɛyaw, ani musaka degunw tiɲɛ cogo labɛnnen na, ka kɛ dɛmɛba ye bi fɛnw ladonni siratigɛw yiriwali la.
Laadalata fɛnmarayɔrɔw bɛ tali kɛ bololabaara la, a ka c’a la, a bɛ tɔɔrɔ yɔrɔ baara dɔgɔyali fɛ, filiw hakɛ caman sɔrɔli fɛ, ani komandi jaabi kɔfɛ, o b’a to a ka gɛlɛn ka bi tilali ɲininiw dafa, minnu bɛ dɔn ni fɛn suguya caman ye, ni kulu fitininw ye, ani ka caya. Otomatiki fɛnmarayɔrɔw ɲɛnabɔcogo sigilen don "hakilila fɛnɲɛnamafagalan + nizɛri sigida" jɔcogo jɔnjɔn dɔ lamini na : dugumalan bɛ tali kɛ otomatiki marayɔrɔ ni sɔrɔcogo la (AS/RS), stacker cranes, AGV (Automated Guided Vehicles), ani minɛn wɛrɛw walasa ka se ka fɛnw maracogo caman sɔrɔ ani ka fɛnw minɛ u yɛrɛma sanfɛla la, Warehouse Management System (WMS) ni Warehouse Control System (WCS) jɛ-ka-baara fɛ, o bɛ fɛnw maracogo fangama dafa, ka komandiw labɛncogo hakili sɔrɔ, ani baarakɛcogo sira ɲɛnabɔli, ka kɛ "perception-decision-execution" (hakilila-decision-execution) sira datugulen ye. Nin cogoya in tɛ dɔ fara yɔrɔ baara kan siɲɛ 3-5 dɔrɔn, nka a bɛ baarakɛcogo tiɲɛni fana mara ka tɛmɛ 99,9% kan, o bɛ dɔ bɔ kosɛbɛ jigi da baarakɛlaw ni baara musakaw la.
A ka fɛn caman sɛgɛsɛgɛli bɛ ye kɛrɛnkɛrɛnnenya la. Modular design bɛ dɛmɛ don ka -minɛnw ni u marali seko bonya ɲininiw kan, k’a sɔrɔ AI algorisimuw bɛ se ka fɛnw tilatilali fɔ ka da komandi taabolo kan, ka marayɔrɔw ni baarakɛnafolo ladilan ni fanga ye walasa ka ko kɛlenw ɲɛnabɔ minnu ka bon kosɛbɛ i n’a fɔ e-jago yiriwali ani waati jiginni. O waati kelen na, IoT ni filaninw ka fɛɛrɛ kuraw bɛ se ka kɛ sababu ye ka taabolo ɲɛnamaw kɔlɔsi dafalen-, ka minɛnw ni baarakɛcogo gɛlɛyaw sɔrɔ ka ɲɛ, ka baarakɛcogo ɲuman yiriwa ni 20%-30% ye, ani ka sigida baarakɛcogo sabatilen ni sabatilen sabati.
Sisan, otomatiki fɛnmarayɔrɔw bonyalen don ka bɔ ɛntɛrinɛti jago ni feereli la ka taa fɛn dilanni, furakɛli, nɛnɛ cakɛda fɛnw ladonni, ani baara wɛrɛw la, ka kɛ fɛn jɔnjɔn ye baarakɛda minnu bɛ fɛnw dilancogo cakɛda minnu bɛ se ka muɲu, olu jɔ. Dugukolo ni baarakɛlaw musakaw jiginni degun kɔnɔ, a tɛ baarakɛcogo ɲuman dɔrɔn baarakɛminɛn ye, nka a ye fɛɛrɛ sugandili ye fana baarakɛdabaw fɛ walasa ka nafa sɔrɔ ɲɔgɔndan na. Ni fɛɛrɛw juguyara i n’a fɔ 5G ani masinw ka yeli, otomatiki fɛnmarayɔrɔ nataw bɛna wuli ka taa "yɛrɛ-kalan ni yɛrɛ{5}}desizɔn-cogo hakilitigi dɔ la, ka to ka fɛnw ladonni rezow ka jɛɲɔgɔnya nafama bɔ kɛnɛ kan ani ka dɛmɛ barikama di bi iziniw ma.
