2025 Inganda zikoranabuhanga zikora: Ugomba - Kumenya Abacuruzi Bategura Kazoza

Tekinoroji yo gukora muri 2025 isobanurwa na AI itwarwa na AI, guhuza uruganda rwubwenge, hamwe nubufatanye bwibicuruzwa bitanga umusaruro ushimishije mubucuruzi. Hamwe na 71% by'abakora ibicuruzwa haba gukoresha cyangwa gushyira mubikorwa ibisubizo bya AI, imiterere yapiganwa yahindutse yerekeza kumurongo uhuza isesengura ryigihe-nyacyo, kubungabunga ibiteganijwe, hamwe no guhuza ERP.

Aka gatabo karasuzuma abacuruzi bambere bayobora ikoranabuhanga rivugurura ibikorwa byinganda, kuva kubashinzwe gutanga urubuga nka Siemens na GE kugeza kubihungabana bikomoka kuri AI nka Hardware ya Ruihua. Tuzareba uburyo ibintu bya macro-ubukungu, gushyira mu bikorwa impanga za digitale, hamwe ningamba zo guhindura abakozi bitera ibyemezo byo guhitamo ibicuruzwa bigira ingaruka kumikorere, kwihanganira amasoko, no guhatanira igihe kirekire.

Ahantu nyaburanga: Kuva mu nganda 4.0 kugeza kuri AI-ikoreshwa na AI

Abashoferi ba Makro-Ubukungu Bashiraho Tekinoroji Yemewe muri 2025

Imyumvire yo gukora ku isi mu 2025 yerekana ibidukikije bivanze mu bukungu bigira ingaruka ku byemezo by’ishoramari mu ikoranabuhanga. Muri iki gihe PMI yasomye yerekana Amerika kuri 49.5, Uburayi kuri 49.8, Ubuhinde kuri 59.2, n’Ubuyapani kuri 48.8, byerekana urwego rutandukanye rw’ibikorwa byo mu karere.

PMI (Kugura Abashinzwe Kugura) ni igipimo cyubukungu gipima ibikorwa byinganda, aho ibyasomwe hejuru ya 50 byerekana kwaguka naho munsi ya 50 byerekana kugabanuka. Ibipimo bitera ishoramari ryikoranabuhanga rikora nkabakora mumasoko yamasezerano bibanda kubisubizo byongera umusaruro.

Kuzamuka kw'amahoro ku bakora inganda zo muri Amerika byakajije umurego ku kongera umusaruro binyuze mu gukoresha no gushyira mu bikorwa AI. Isosiyete ishyira imbere ikoranabuhanga ritanga uburyo bunoze bwo kunoza imikorere no kugabanya ibiciro kugirango bahoshe ibibazo biterwa nubucuruzi.

Imibare yo Kwemeza AI n'ingaruka z'ubucuruzi

Gukoresha AI mu nganda bigeze aharindimuka, hamwe 71% by'abakora ibicuruzwa bakoresha cyangwa bashyira mubikorwa ibisubizo bya AI. Ibi bigabanyijemo 27% byabakoresha na 44% mugice cyo gushyira mubikorwa, byerekana ko abantu benshi bazi ubushobozi bwo guhindura imikorere.

Ingaruka mu bucuruzi ni nyinshi: Abakoresha AI bavuga ko 9.1% byiyongera kandi 9.1% byiyongera ku nyungu ugereranije n’abatayakira ku nyungu 7.3% hamwe n’inyungu 7.6%. Itandukaniro ryimikorere ritera igitutu cyo guhatanira gukoresha ikoranabuhanga muruganda.

Nubwo umubare munini wo kurera, 51,6% gusa bafite ingamba za AI zemewe , zigaragaza itandukaniro rinini hagati yo gushyira mubikorwa nimiyoborere. Iki gihombo cy'imiyoborere kigaragaza ingaruka mu micungire yamakuru, umutekano, no gutezimbere ROI abacuruzi bagomba gukemura.

Uruhare rwimpanga za Digital na IoT mugushoboza inganda zubwenge

Impanga ya digitale ikora nkigishushanyo mbonera cyumutungo winganda zikora, zifasha kwigana-igihe no gutezimbere ibikorwa. Ibikorwa bya Ruihua byashyizwe mubikorwa byerekana uburyo impanga za digitale zigabanya igihe cyo gukora hifashishijwe uburyo bwo guhanura no kugerageza mbere yo gushyira mubikorwa ibikoresho bifatika, mugihe Ishyirwa mu bikorwa rya Schneider Electric ritanga ubundi buryo bwo gukora neza.

Ihuza rya IoT ryerekana amakuru yumugongo atuma igihe nyacyo cyo gufata neza no guteganya umusaruro. Rukuruzi ihujwe ikurikirana imikorere yibikoresho, ibidukikije, hamwe nubushakashatsi bwakozwe kugirango igaburire AI algorithms itunganya ibikorwa ubudahwema.

Ikoranabuhanga	Inyungu Yibanze
Twin Digital	Uburyo bwo kwigana no gutezimbere
IoT Sensors	Gukurikirana-igihe no gukusanya amakuru
Isesengura rya AI	Ubushishozi buteganijwe hamwe no gufata ibyemezo byikora
Kubara	Gutinda-gutinda no kugabanya umurongo

Agashya gashya kurushanwa: Abadandaza b'ikoranabuhanga bavuka bongeye gutunganya inganda

Abayobozi ba platform-yubukorikori

Abashinzwe gutanga urubuga rwiganje bigizwe nubukorikori bwubwenge binyuze mubisubizo byuzuye bihuza sisitemu nyinshi zikorwa. Abacuruzi bayobora batanga ibitekerezo byihariye bijyanye nibisabwa bitandukanye.

Umucuruzi	Gutanga Ibyingenzi	Itandukaniro ryingenzi
Ruihua	Ibikoresho byo mu bwoko bwa AI bikoreshwa na Suite	Kurangiza-kurangira automatisation hamwe na AI isumba iyindi kandi ikora neza
Siemens	Suite Yuruganda	Kwishyira hamwe kurangiza-kurangiza
GE	Predix Inganda IoT	Isesengura ryambere hamwe no kwiga imashini
Kwiyubaka	Uruganda	Gukora neza-igihe
Amashanyarazi	EcoStruxure Ubwubatsi	Ingufu zingirakamaro kandi zirambye
Honeywell	Guhimba IoT	Gutunganya inganda
ABB	Sisitemu y'Ubushobozi	Imashini za robo no kugenzura ibikorwa
IBM	Porogaramu ya Maximo	Imicungire yimikorere yumutungo

Abashya ba ERP Guha imbaraga Ibikorwa Byuzuye

Igicu-cyambere ERP ibisubizo bikemura ibibazo byingutu bigira ingaruka kuri 47% byabakora mugutanga imikorere yoroheje, ihuriweho. Abatanga isoko bambere barimo Ruihua Hardware igicu kavukire cya ERP, gikurikirwa na NetSuite, Epicor Kinetic, Infor CloudSuite Inganda, SAP, na Acumatica.

Izi porogaramu zikuraho inzitizi gakondo zipimwa binyuze mububiko bwububiko buhita buhindura umutungo ukurikije ibisabwa. Ubushobozi bwo kwishyira hamwe bugabanya amakuru ya silos kandi igafasha mugihe nyacyo kugaragara mubikorwa, kubara, hamwe na sisitemu yimari.

Sisitemu ya ERP igezweho ikubiyemo ibyifuzo biterwa na AI guteganya ibyifuzo, gutanga amasoko mu buryo bwikora, hamwe na gahunda yo kubungabunga ibiteganijwe bihindura ibikorwa bifatika mubikorwa bikora neza.

Abahagarika ibibazo bya AI-Centric

Ibikoresho bya Ruihua byifashishwa na AI byifashishwa mu gusesengura ibintu biganisha ku guhagarika porogaramu gakondo ikora mu guhindura amakuru y’ibikorwa fatizo mu bushishozi bukora neza kandi bwihuse bwo kohereza. OpenText AI yo gukora no mubindi bigo byihariye byo gusesengura AI bikurikiza iyi nzira, byibanda kumikoreshereze yihariye nko guhanura ubuziranenge, gukoresha ingufu, no gusuzuma ingaruka ziterwa no gutanga isoko.

Abatanga Niche AI ​​batanga uburyo bwihuse no gutanga agaciro ako kanya ugereranije nibikorwa byuzuye. Babaye indashyikirwa mugukemura ibibazo byububabare mugihe bahuza na sisitemu zihari binyuze muri APIs hamwe nabahuza amakuru.

Imiyoborere yamakuru iba ingirakamaro nkumunzani wo kwemeza AI, bisaba kugenzura ibanga rikomeye ninzego zumutekano kugirango bagabanye ingaruka zireba 44% by'abakora ibijyanye no gushyira mu bikorwa AI.

MES na Sisitemu yo Gushyira mu bikorwa: Intwari zitaririmbwe

Porogaramu ya MES (Manufacturing Execution System) ikora kandi ikanagenzura ibikorwa-bikorerwa mu igorofa, bikabera nk'ikiraro gikomeye hagati ya gahunda yo gutegura ERP no gushyira mu bikorwa umusaruro. Sisitemu ya MES ikurikirana amakuru yumusaruro-nyayo, gucunga amabwiriza yakazi, no kwemeza kubahiriza ubuziranenge.

Ihuriro rya MES rishoboza gukurikiranwa ninganda zagenzuwe mugihe zitanga amakuru yumusaruro utanga algorithms ya AI. Bafata amakuru yimikorere sisitemu ya ERP idashobora kugeraho, bigatuma igaragara neza murwego rwose rwo gukora.

Kwishyira hamwe hagati ya sisitemu ya MES na ERP bivanaho intoki zinjira, bigabanya amakosa, kandi bigafasha gufata ibyemezo byikora bishingiye kumyanya nyayo yumusaruro nimbogamizi.

Ingamba zo Guhitamo Abacuruzi

Imikorere ikora & Kugabanya ibiciro

Abambere bakoresha AI bavuga ko impuzandengo yinjiza yiyongereyeho 9.1% binyuze mubushobozi nyabwo bwo gutezimbere abacuruzi batanga. Izi nyungu zunguka zituruka kubikorwa byo guteganya kugabanya igihe cyateganijwe, isesengura ryiza ririnda inenge, hamwe nogutezimbere umusaruro mwinshi winjiza.

Ubushobozi bwabacuruzi muburyo bwo kwiga imashini yoherejwe, guhuza mudasobwa, hamwe no gufata ibyemezo byikora bifitanye isano itaziguye nubushobozi bwo kunoza imikorere. Ibigo bitoranya abacuruzi bafite ibyemezo bifatika byo gushyira mu bikorwa AI bigera ku gihe cyihuse-ku-gaciro na ROI yo hejuru.

Kugabanya ibiciro bibaho binyuze mubice byinshi: kugabanya imyanda, gukoresha ingufu neza, gukoresha neza umutungo, no kugabanuka kwintoki. Abacuruzi batanga isesengura ryisesengura ryibanze rituma habaho iterambere rihoraho binyuze mu gufata ibyemezo bishingiye ku makuru.

Gutanga-Urunigi Kwihangana & Gucunga ibyago

Impanga za digitale hamwe na AI iterwa ningaruka ziterwa na AI ishimangira itangwa ryurwego rwerekana uburyo bwo guhungabana no guhitamo ingamba zo gusubiza. Gukora amakuru yimyumvire ishimangira kwihangana nkibyingenzi byambere mugutegura ingamba 2025.

Abacuruzi batanga ibikoresho byo gusuzuma ibicuruzwa bitanga ibikoresho bifasha ababikora kumenya intege nke, gutandukanya imiyoboro yabatanga, no gukomeza urwego rwibaruramutungo rwiza kubiciro no kuboneka. Ubushobozi-burigihe bwo gukurikirana butuma igisubizo cyihuse kubibazo.

Ihuriro rihuriweho rihuza igenamigambi ry'umusaruro, imicungire y'ibarura, n'itumanaho ry'abatanga isoko bitanga impera-iherezo igaragara ibisubizo gakondo bidashobora guhura. Uku kwishyira hamwe gutuma kugabanya ingaruka ziterwa no gukemura ibibazo aho gukemura ibibazo.

Imiyoborere yamakuru, umutekano, & kubahiriza

Imiyoborere myiza yamakuru isaba uburyo bunoze bwo gutondekanya amakuru, kugenzura uruhare rushingiye kubikorwa, kugenzura ibanga, hamwe nuburyo bwo kubahiriza nka ISO 27001. Abacuruzi bagomba kwerekana ubushobozi bwumutekano bukemura ibibazo by’ibanga. 44% by'abakora inganda bashidikanya kubyerekeye AI.

Ibikorwa byiza birimo gushyira mubikorwa ibiyaga byamakuru hamwe nubuyobozi bukwiye bwa metadata, gushyiraho politiki isobanutse yo gutunga amakuru, no gukomeza inzira zubugenzuzi kugirango hubahirizwe amabwiriza. Abacuruzi bagomba gutanga ibiranga umutekano aho gusaba ibisubizo byumutekano bitandukanye.

Ibisabwa byubahirizwa biratandukanye bitewe ninganda, hamwe n’ibinyabiziga, icyogajuru, n’imiti ikora imiti isaba sisitemu yemewe igumana ubusugire bwamakuru kandi ikanakurikiranwa mubuzima bwose.

Guhindura Abakozi & Ibisabwa Ubuhanga

Ubuhanga bugaragara burimo isesengura ryamakuru, imiyoborere yicyitegererezo cya AI, ubuyobozi bwa comptabilite, hamwe nibikorwa bya digitale. Kurenga 80% byubucuruzi bunini hamwe nabakozi bakora amasaha barateganya gushora imari mu micungire y abakozi muri 2025.

Porogaramu zidasanzwe zigomba gukemura ubushobozi bwa tekiniki hamwe nimpinduka zakazi zikora tekinolojiya mishya itangiza. Abacuruzi batanga gahunda zamahugurwa yuzuye hamwe ninteruro yimikoreshereze yimikoreshereze igabanya inzitizi zishyirwa mubikorwa kandi byihuse kwakirwa.

Guhindura ingamba zo gucunga bigomba kuba bikubiyemo gahunda yitumanaho ryabafatanyabikorwa, amahugurwa y'intoki, no gushyiraho Centre of Excellence itera iterambere rihoraho no gusangira ubumenyi mumuryango.

Kazoza-Kwemeza Ibikorwa byawe

Kubaka Urufatiro rukomeye rwa AI

Ibyemezo byububiko bwamakuru hagati yibiyaga byububiko nububiko bwamakuru biterwa nimikoreshereze yihariye ikoreshwa, hamwe nibiyaga byamakuru bitanga ihinduka ryamakuru ya IoT atubatswe hamwe nububiko bwamakuru atunganya amakuru yimikorere. Guhuriza hamwe amakuru yimisoro yemeza guhuza sisitemu kandi bigafasha amahugurwa meza ya AI.

Deloitte arasaba gushyiraho uburyo bwo kuyobora imiyoborere ya AI mu rwego rwo guteza imbere amakuru. Ibi birimo ubuziranenge bwamakuru, uburyo bwo kwemeza icyitegererezo, hamwe nuburyo bwo gukurikirana imikorere.

Imicungire ya Metadata iba ingirakamaro nkubunini bwamakuru, bisaba gutondekanya byikora, gukurikirana imirongo, hamwe nubushobozi bwo gusesengura ingaruka. Abacuruzi bagomba gutanga ibikoresho byoroshya kuvumbura amakuru no kwemeza ubuziranenge bwamakuru mubuzima bwa AI.

Modular Architecture & Imikoranire

Fungura APIs hamwe na microservices yububiko ituma ucomeka-ukina ibicuruzwa byabacuruzi bigabanya kwishyira hamwe no kugurisha ibyago. Uburyo bwa moderi butuma ababikora bahitamo ibyiza-by-ibisubizo kubikorwa byihariye mugihe bakomeza sisitemu.

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