Ivy’Ububiko Ni Iki? Inyobora y'iherezo y'umwaka wa 2026

Ububiko bwa kazoza ntibusobanurwa n’abantu canke imashini zingahe bufise, ahubwo busobanurwa n’ingene inyigisho yose ihurizwa hamwe mu buryo bw’ubwenge.

Ibikorwa vy’ububiko biriko birahinduka cane uko ubucuruzi buhura n’ibiharuro vyinshi vy’amategeko, amadirisho yo gutanga ibifungurwa akomeye, ingorane z’abakozi, n’ugukura kw’ibibazo vya SKU. Ivyuma vy’amaroboti vyo mu bubiko vyacitse igice gihambaye c’iryo hinduka, bifasha amashirahamwe gukoresha ubuhinga bwo gukoresha ibikoresho bisubirwamwo, kubibika, kubitoragura, kubitoranya, kubisubizamwo be n’ukubishitsa.

Ariko ubuhinga bwo gukoresha robo mu bubiko ntibisigura gusubirira umukozi wese wo mu bubiko n’ururobo. Uburyo bwa none buragenda burahingurwa bujanye n’ugukorana hagati y’amaroboti, abakozi bo mu bubiko, ibikoresho vyo kubika, na porogarama zifise ubwenge.

Iyi nkuru irasigura ico ari co ubuhinga bwo gukoresha amaroboti yo mu bubiko, ubwoko nyamukuru bw’amaroboti yo mu bubiko, ingene gutoragura amaroboti bikora, ivyiza vyo gukoresha amaroboti yo mu bubiko, n’ico abaguzi bakwiye kwitwararika imbere yo gushiramwo amahera muri sisitemu.

Ivy’Ububiko Ni Iki?

Ububiko bw'amaroboyerekeza ku gukoresha imashini zikora zidakoreshwa n’abantu be n’ubuhinga bwa robo kugira ngo umuntu akore ibikorwa vy’umubiri imbere mu bubiko, mu bibanza vyo gukwiragiza ibintu, mu bibanza vyo gukoreramwo ibintu be no mu bikorwa vyo gushitsa ibintu.

Bivanye n’ivyo umuntu akoresha, amaroboti yo mu bubiko arashobora kwimurira amapaleti, gutwara amatote, gutora ibintu, gutoragura ibintu, gutoranya amategeko, kwuzuza ibintu, gupakira amakarito canke kwubaka amapaleti.

Umuti wuzuye w’ububiko bw’amarobo mu bisanzwe urimwo ibintu vyinshi kuruta amarobo ubwayo. Ivyuma bikorana n’ubuhinga nk’Uburyo bwo gucunga ububiko(WMS),Ubuhinga bwo kugenzura ububiko (WCS), Uburyo bwo Gushitsa Ibikorwa mu Bubiko (WES), ibikoresho bitwara ibintu,ibitereko, ibimenyetso, ibikoresho bipima amabara, n’uburyo bwo kubona.

Intumbero ni uguhuza ingendo y’ibintu kuva mu kubika gushika mu gutoragura, gupakira no kubirungika ata ngendo zidakenewe kandi hakaba ugucungera neza ibikorwa.

Ubuhinga bwa robo bwo mu bubiko bwa none burimwo ubuhinga bwo kwikoresha buhoraho n’ubuhinga bugendagenda. Nk’akarorero, AS/RS irashobora gukoresha ubuhinga bwo kubika no kugarura ibintu, mu gihe AMRs zishobora gutwara ibintu mu buryo bukomeye hirya no hino mu kibanza.

None Ivy’Ububiko Bikora Gute?

Ububiko bw'amarobo muri rusangi bukurikira urugendo rw'akazi:

Gusaba → Amabwirizwa ya porogarama → Gukuraho ibintu → Gutwara ibintu n’amarobo → Gutoragura → Gutoranya → Gupakira → Gutwara

Iyo itegeko ryinjiye muri sisitemu yo gucunga ububiko, iyo porogarama iramenya urutonde rw’ibintu bisabwa maze igaca imenya ingene itegeko rikwiye gukorwa.

Bivanye n’ingene ububiko buteye, umuntuNKUKO/RS, indege itwara abantu, AMR, AGV canke ikibanza co gutoragura ibintu gikoreshwa n’amaroboti, birashobora rero gukora igice c’igikorwa c’umubiri.

Nk'akarorero, mu bubiko bw'ibicuruzwa-ku-umuntu, robo canke uburyo bwo kubika ibintu bwikora buzana igikapu, igikapu, ikarito, canke ububiko bukenewe ku kibanza co gukoreramwo. Uwo mukoresha aca arangiza igikorwa co gutoragura gikenewe ataciye mu nzira nyinshi.

Mu bidukikije vy’ugutoragura ibintu bikoresheje amaroboti, ukuntu orodinateri ibona ibintu be n’ibikoresho bifata ibintu bikoresheje amaroboti birashobora kumenya ibintu maze bikabikura mu bikoresho vy’ububiko bikabijana mu bikoresho vy’ugusaba.

Ubwo buryo buratuma porogarama n’ubuhinga bwo kwikoresha bikora nk’uburyo bumwe buhuye bwo kwikoresha mu bubiko.

Ubwoko nyamukuru bw'ububiko bw'amaroboti

Nta robo imwe ibereye ububiko bwose. Ivyuma bitandukanye birakora ibisabwa mu bikorwa bitandukanye.

Ihitamwo ryiza rivana n’ibiranga SKU, imirongo y’amategeko, uburyo ububiko buteye, intumbero z’ugutanga, ibisabwa vyo kubika, n’ubushobozi bwo gukorana.

Amarobot yigenga (AMRs)

Amarobot yigenga, canke AMR, zikoresha ibimenyetso, amafoto, LiDAR be n’ibindi bikoresho biri mu bwato kugira ngo zigende mu bidukikije vy’ububiko.

Udakunze uburyo bwa kera bwo gukoresha inzira zidahinduka, AMRs zishobora kumenya intambamyi no guhindura inzira zazo. Ivyo bituma zigira akamaro canecane mu bubiko aho imiterere, ubunini bw’amategeko be n’ingene ibikorwa bigenda bihinduka kenshi.

Ibisabwa bisanzwe birimwo:

Ugutwara ibintu

Ibicuruzwa-ku-umuntu ariko arabitora

Gushiramwo amategeko

Kuzuza

Gutora imfashanyo

Kwinyiganza kw'ibikoresho

AMRs ni ngirakamaro canecane igihe ububiko bukeneye gukoresha ubuhinga bwikora ataco buhinduye burundu ku bijanye n’ingene bwari buteye.

Ibinyabiziga vyikoresha (AGVs)

AGV ni imodoka zitwara abantu zikoresha ubuhinga bwazo, muri rusangi zikora zishingiye ku nzira zategekanijwe canke uburyo bwo kuyobora.

Bashobora gutwara amapaleti, ibikoresho, ibikoresho vya mbere be n’ibintu bimaze gushika hagati y’ibibanza vyategekanijwe.

Ugereranije n’ibikoresho vy’ubuhinga bwa none (AMRs), ibikoresho vy’ubuhinga bwa none (AGVs) akenshi birabereye cane ibikorwa bishikamye kandi vyubatswe neza aho inzira z’ugutwara abantu n’ibintu ziguma zihuye.

Ibikorwa bisanzwe birimwo ububiko bwo gukora, gutwara amapaleti, guhingura-umurongo w'ugufungura, no gukoresha ibikoresho bisubiramwo.

Ububiko bwikora n'uburyo bwo kugarura

Ubuhinga bwo kubika no kugarura (AS/RS)ni zimwe mu buhinga buhambaye cane mu bijanye no kubika ibintu mu buryo bwikora.

AS/RS irabika kandi ikagarura ibintu bishingiye ku mabwirizwa ava muri porogarama y’ububiko. Hariho uburyo butandukanye bwo gukoresha amapaleti, amakarito, amatote, ibikoresho vyo gutwara ibintu, n’ibindi bikoresho vyo gutwara ibintu.

Ubuhinga bwa AS/RS busanzwe burimwo:

Igice -kwikorera nk'uko/RS

Muto -umuzigo AS/RS

Igikoresho co gutwara abantu - gishingiye kuri AS/RS

Igikapu - gishingiye kuri AS/RS

Ububiko buhagaze

Roboti AS/RS

Agaciro kanini ka AS/RS si ugukora gusa. Uburyo bugenewe neza burashobora guhuza .Ububiko bwinshi -, ukwimuka kw'ububiko kugenzuwe, kugarura vuba, no gukoresha neza umwanya w'ububiko buhagaze.

Ubutunzi butanga inyishu z’ububiko bwikoresha zipfutse AS/RS, ubuhinga bwo gukora amarobo, ibicuruzwa-ku-umuntu gutoragura, gufata, n’ubuhinga bwo gukora ububiko. Ivyiyumviro vyayo vy’ubu bishingiye ku buhinga bwo gukoresha ububiko bushobora guhindurwa kandi bushobora guhindurwa aho gukoresha ubwoko bumwe bw’ibikoresho.

Ibintu-ku-Uburyo bwo gutoragura umuntu

Umuntu wa kera-ku-gutoragura ibicuruzwa bisaba abakozi gukora ingendo hagati y'ibibanza vyo kubika kugira ngo batore ibicuruzwa.

A Ibicuruzwa-ku-umuntuirahindura iyo nzira.

Aho kohereza uwutoragura ibintu ku rutonde rw’ibintu, ubuhinga bwikoresha burazana ibintu bisabwa ku wubikoresha.

Ivyo bishobora gushikako biciye ku AS/RS, ubuhinga bwo gutwara abantu, AMR, ubuhinga bwo gutwara ibintu, canke ubuhinga bwo kubika ibintu bukoresheje amaroboti.

Ivyiza nyamukuru birimwo:

Kugabanya urugendo rw'amaguru

Gutegura amategeko vyihuta

Kugira umusaruro mwiza ku kibanza c'akazi

Ivyiza vy'ubuzima

Ibindi bishobora gutegekanirwa mu gutoragura ibikorwa

Ku bikorwa vy'ugushitsa ibiharuro vyinshi, ibicuruzwa-ku -umuntu bishobora gufatanywa n'ugutoragura kw'amaroboti kugira ngo haboneke uburyo bwo gushitsa amategeko bwikora.

Uburyo bwo gutoragura bukoresheje amaroboti

Uburyo bwo gutoragura bukoresheje amaroboti burakoresha amaboko y’amaroboti, ukuntu imashini ibona, ibimenyetso be n’ibikoresho vyihariye bifata ibintu kugira ngo bimenye kandi bikoreshe ibintu bimwebimwe.

Ivyo ni ngirakamaro canecane ku bikorwa vyo gutoragura bisubiramwo birimwo ibitabu vyinshi vy’amategeko.

Ariko rero, gutoragura ibintu bikoresheje robo bisaba ko umuntu asuzuma neza ibintu ariko arakoresha. Uburemere bw’igicuruzwa, uburyo giteye, ibikoresho vyo ku ruhande, ugupfunyika, ubugoyagoye, n’ubudasa bwa SKU vyose birashobora kugira ico bikoze ku bushobozi bwo gufata.

Ubwubatsi busanzwe ni:

AS/RS canke shuttle → kwerekana igikapu → kwemera iyerekwa → gutoragura → gusaba igikapu → gupakira

Ibi bituma habaho urugendo rw'ibikorwa vy'ibicuruzwa-ku -robo aho ubuhinga bwo kwikoresha bukora vyose bibiri, ukwerekana ububiko n'ugukoresha ibicuruzwa.

Gutoranya no gukoresha vyikora

Gutoranya ibintu vy’ubuhinga bwa none ni ikindi gice gihambaye c’ubuhinga bwa robo bwo mu bubiko.

Uburyo bwo gutoranya ibintu buramenya ibintu bivanye n’aho bishika, urutonde, SKU, uwubitwara, inzira, canke ayandi mategeko agenga ibikorwa.

Gutoranya kw'amarobo bishobora gukorana na:

Uburyo bwo gutwara

Ivyo gupima kode

Iyerekwa ry'imashini

WMS/WES

Uburyo bwo gutoragura bwikora

Ibibanza vyo gupakira

Ku bubiko bukorana n’ibipapuro vyinshi canke SKU, gutoranya ibintu mu buryo bwikora birashobora gufasha kuguma bikora neza mu gihe bigabanya igikorwa co gutoranya ibintu n’amaboko.

Gutera amapaleti n'ugukuraho amapaleti

Amarobot akoresha amapaleti ahita ashira amakarito, imifuko, amasandugu canke ibindi bintu ku mapaleti bishingiye ku mirongo yategekanijwe imbere y’igihe.

Gukuraho amapaleti bikora igikorwa co guhindura.

Izo nzira zikoreshwa cane mu bikorwa vyo guhingura, FMCG, ibifungurwa n’ibinyobwa, gutwara ibintu, no mu bikorwa vyo gukwiragiza.

Bishobora kugabanya ugusubiramwo guterura no gutuma habaho uguhuza mu kwubaka amapaleti. Uburyo bwo gukora amapaleti bukoreshwa n’amaroboti bwo muri iki gihe burashobora kandi gukoreshwa n’ibikoresho bitwara ibintu, porogarama zo mu bubiko be n’uburyo bwo kubika ibintu bwikora.

Robots n'abantu-Ugukorana n'amarobot

Si ububiko bwose busaba ko bukora bwigenga.

Amarobot akorana, canke cobots, zigenewe gukorana n’abakozi b’abantu.

Cobot irashobora gufasha mu gutoragura, gupakira, gutoranya, gusuzuma canke gukoresha ibikoresho mu gihe abakozi baguma bajejwe ibikorwa bisaba guca urubanza no guhindura uko umuntu abona ibintu.

Iyi nzira y'imashini y'umuntu-irakenewe cane cane ku bubiko bufise ibintu bihinduka canke imigenderanire igoye gukora neza.

Inyungu nyamukuru z'ubuhinga bwo mu bubiko

Agaciro k'ubuhinga bwo mu bubiko burarenga gusa kugabanya ibikorwa vy'amaboko.

Umusaruro munini w'ububiko

Amarobot arashobora gukora ibikorwa vy’ugutwara ibintu, kubika, gutoragura no gutoranya ibintu bisubiramwo ata guhinduka. Ivyo bifasha ububiko gukora ibikorwa vyinshi ata kwizigira gusa ibindi bikoresho vy’amaboko.

Gukoresha neza ikibanza

Ububiko bwikora bushobora gukoresha umwanya uhagaze n'imiterere y'uburemere bwinshi- neza kurusha ububiko busanzwe.

Ugutoragura neza

Iyo ubuhinga bwa robo bushizwe hamwe n’ugucapura amabara, ukureba kw’imashini, WMS, n’ugukora kw’ibikorwa vy’ubuhinga, iyo sisitemu irashobora kugabanya uturyo two gutoragura n’amaboko no gukora amakosa yo gukora urutonde.

Gugabanya umuzigo w'akazi

Amarobot ashobora gufata ibikorwa vy’ugutwara abantu, guterura, no kwimura, bikaba vyemerera abakozi kwibanda ku kugenzura, gufata ibintu bidasanzwe, kugenzura uburyo, n’ibindi bikorwa vy’agaciro kanini-.

Igihe nyaco-Ububiko buboneka

Uburyo bwo kwikoresha bushobora gukomeza guhanahana amakuru y’ibintu n’ivyo gusaba hakoreshejwe porogarama y’ububiko, bikaba bituma umuntu abona neza aho ibintu biri be n’ingene bikora.

Ububiko bushobora guhindurwa

Modular AMRs, AS/RS, ibibanza vy’akazi vy’amaroboti, n’amaporogarama birashobora gutuma ubudandaji bwagura ubuhinga bwo kwikoresha uko umubare w’amategeko n’ibisabwa vyo kubika vyiyongera.

Ububiko bw'amarobo n'Ibikorwa vya kera vy'ububiko

Itandukaniro ririho si igikorwa c’amaboko gusa n’amaroboti. Ni uburyo urutonde rw’ibintu ruca muri iyo nyubakwa.

Uburyo bwiza ntibusobanura ngo buhindure ububiko bwose bube ubuhinga bwo kwikoresha. Ivyuma vy’ububiko bishobora gufatanya ibikoresho biriho n’imigenderanire n’ibikoresho vy’ubuhinga bwa none (AMRs), AS/RS, ibikoresho vy’ubuhinga bwa none, ibikoresho vy’ubuhinga bwa none, canke ibikoresho vy’ubuhinga bwa none.

Ni igiki abaguzi bakwiye kwiyumvira imbere yo gushiramwo amahera?

Guhitamwo ubuhinga bwo gukoresha amaroboti mu bubiko bisaba ibirenze kugereranya ibisobanuro vy’amaroboti.

1. Umwirondoro wa SKU

Gusuzuma ingero z'ibicuruzwa, uburemere, gupfunyika, ubugoyagoye, igipimo c'uguhinduka, n'ubudasa bwa SKU.

2. Igitigiri c'Itegeko

Sesangura amategeko y'umusi hamwe n'isonga-ibisabwa vy'igihe. Uburyo bwakozwe gusa hafi y'ubushobozi bwo gukora bushobora kuba ikibazo mu bihe vy'ijwi ryinshi-.

3. Ivyo bisabwa

Sigura ibikenewe gutora, kwimura, gukora ububiko, canke amapaleti kw’isaha imbere yo guhitamwo ibikoresho.

4. Ikibanza kiriho

Pima uburebure bw'igisenge, ubwaguke bw'umuhanda, ukwikorera hasi, imiterere y'ibikoresho, ahantu h'akazi, n'ahantu ho kwaguka.

5. Gushiramwo porogaramu

Wemeze ko bihuye n'ivyo ufiseWMS, WES, ERP, WCS, kode y'imirongo, n'imirongo y'ububiko.

6. Ugushobora gutera imbere muri kazoza

Rimbura nimba hari izindi robo, ahantu ho kubika, ahantu ho gutoragura canke ibikoresho vyo muri porogarama bishobora kwongerwako uko igikorwa gikomeza gukura.

7. Gutunganya no gushigikira

Baza ivyerekeye ibikoresho vy’inyuma, gukingira, gufasha kure, gutorera umuti ingorane, guhindura ubuhinga, n’ubushobozi bwo gukora ibikorwa vyo mu karere.

8. Igiciro cose c'ubutunzi

Igiciro c’ibikoresho vy’intango ni igice kimwe gusa c’ishoramari. Abaguzi bakwiye kandi kwiyumvira gushiramwo, gukoresha porogarama, gutoza, gutunganya, gukoresha inguvu, gushiramwo, no kwagura muri kazoza.

Kubera iki uhisemwoUbutunziku bijanye n’Ibisubizo vy’Ivyuma vy’Ububiko?

Riches Logistics ni umuhinga mu gutanga inyishu z’ububiko bw’ibintu afise ubumenyi burenga imyaka 15 mu bijanye n’ubuhinga bwa none. Ubushobozi bwayo burapfuka .WMS, ububiko bwikora, AGV, gutoranya mu buryo bw'ubwenge, ububiko bw'amaroboti, gutoragura bwikora, ibicuruzwa-ku-umuntu, gufata, no kugaragaza amakuru.

Aho gufata ubuhinga bwa robo nk’ugugura imashini iri ukwayo, Riches yegera ubuhinga bwo kwikoresha mu bubiko nk’uburyo buhuriweko. Inyishu zayo zirashobora guhuza ububiko, ugutoragura, ugufata, ibibanza vy’amaroboti, n’amaporogarama bishingiye ku bisabwa mu bikorwa vy’ico kibanza.

Ivyo bituma umuti ubereye ibidukikije bitandukanye vy’ububiko, harimwo n’ivy’ubuhinga, ubudandaji bw’ubuhinga bwa none, FMCG, imiti, n’ibindi bikorwa vyo gukwiragiza.

Ku baguzi bagereranyaububiko bw'amasosiyete y'amarobo, Ububiko bwikoresha, gutoragura inyishu z'amarobo, cankeAbaguzi ba AS/RS, ikibazo gihambaye kuruta ibindi vyose si uruhe rurobo rufise ibintu vyinshi. Ni nimba umuti wuzuye uhuye n’ingene ububiko bukora vy’ukuri, ingene ibintu bigenda, ibisabwa kugira ngo umuntu ashobore gukora neza, be n’imigambi yo kwagura iyo bubiko muri kazoza.

Twandikire Ubwo nyene

Ibibazo bikunda kubazwa ku bijanye n'ubuhinga bwo mu bubiko

1. Ni ubuhe bwoko bw’ububiko bubereye ubuhinga bwa robo bwo mu bubiko?

Robotics y’ububiko ishobora gukoreshwa mu bibanza vy’ubudandaji bw’ubuhinga bwa none, ububiko bw’ibikoresho, ibikorwa vya 3PL, ibibanza vyo gukwiragiza ibintu, ibikorwa vya FMCG, ububiko bw’imiti, n’ibindi bibanza bifise uburyo bwo gukoresha ibikoresho canke uburyo bwo gushitsa ibintu busubiramwo.

2. Ni itandukaniro irihe riri hagati ya AMR na AGV?

AMRs muri rusangi zikoresha ibimenyetso n’ubuhinga bwo kugenderamwo kugira ngo zihitemwo inzira mu buryo bukomeye, mu gihe AGVs zikunda gukurikira inzira zategekanijwe canke uburyo bwo kuyobora. Amahitamwo akwiriye ava ku miterere y'ububiko, ugushikama kw'ibikorwa, ibisabwa vyo gutwara, n'uguhindura uko wipfuza.

3. Mbega AS/RS ifatwa nk’ubuhinga bwo mu bubiko?

Egome. AS/RS ni urutonde ruhambaye rw’ubuhinga bwo kwikoresha mu bubiko bushobora gukoresha ama cranes, ama shuttles, ama lifts, canke ubuhinga bwa robo kugira ngo bubike no kugarura ibintu vy’ububiko.

4. Uburyo bwo gukora amaroboti yo mu bubiko bugura angahe?

Nta giciro c’isi yose kuko ishoramari rivana n’ubunini bw’ububiko, ubushobozi bwo kubika, ibiranga SKU, ubwinshi bw’amarobo, ubushobozi bwo gukora, ugushiramwo porogarama, ibikorwa remezo, n’urugero rw’ubuhinga bwo kwikoresha. Abaguzi bakwiye gusaba umuti n'igiciro cose-gishingiye ku makuru nyayo y'ibikorwa.

5. Mbega amaroboti yo mu bubiko yoshobora gukorana na WMS iriho?

Ivyiyumviro vyinshi vy’ubuhinga bwa robo vyo mu bubiko bw’ibintu vy’ubuhinga bwa none vyagenewe gukorana na WMS, WES, WCS, ERP, barcode, n’uburyo bwo gukora urutonde rw’ibintu. Ariko rero, ukuntu bihuye bikwiye kwemezwa mu gihe c’isuzuma ry’ubuhinga imbere y’uko umuntu agura.

6. Mbega ubuhinga bwo gukoresha amaroboti yo mu bubiko bwoba bushobora gukoreshwa ata bubiko bwose busubirwamwo?

Egome. Amashirahamwe menshi akoresha uburyo bw’inzira canke uburyo bubiri. AMRs, ibibanza vyo gutoragura ibintu vyikoresha, ibibanza vyo gutwara ibintu, ibice vya AS/RS, canke ibibanza vy’akazi vy’amarobo birashobora kwinjizwa mu bikorwa vyatoranijwe mu gihe ibikorwa remezo vy’ububiko biriho biguma bikora.

Iciyumviro

Ubuhinga bwo gukoresha amaroboti mu bubiko bwavuye mu bikoresho vyoroshe vyo gutwara ibintu vyikoresha buja mu bidukikije bifatanye bipfutseububiko, kugarura, gutoragura, gutoranya, gufata, kwuzuza, gupakira, no gushiramwo.

Ingamba nziza cane zo gukoresha ububiko bw’ibintu zitangura n’ugukora aho gutangura n’ururobo. Ibiranga SKU, ubunini bw’amategeko, ubushobozi bwo gukora, umwanya wo kubika, gushiramwo porogarama, ibisabwa ku bakozi, n’iterambere ryo muri kazoza vyose bikwiye gusuzumwa imbere yo guhitamwo ibikoresho.

Ku masosiyete ategura ububiko bwikoresha, ubuhinga nk’ubwoAMRs, AGVs, AS/RS, ibicuruzwa-ku-uburyo bwo gutoragura, gutoragura, gutoranya bikora, na porogaramu yo mu bubikobirashobora guhurizwa hamwe bikagira ubwubatsi bugenewe umuntu.

Ubutunzi butanga ubushobozi bwo gukoresha ububiko bwikoresha mu bubiko, ibicuruzwa-ku-umuntu, gutoragura, gufata, ibibanza vy’amarobo, porogarama, no gusanura ububiko, gufasha ubucuruzi buriko burategura imigambi mishasha y’ububiko canke guhindura ibikorwa vya kera.

Kazoza rero k’ububiko si ugushiramwo gusa amaroboti menshi. Ni ukurema uburyo buhuye aho .ibikoresho vy’ubuhinga, porogarama, urutonde rw’ibintu be n’abantu bakorana kugira ngo igikorwa cose co mu bubiko kibe kigenzurwa neza, kiboneke kandi kibe ciza ..