Njengamanje, kunezingxoxo eziningi mayelana ne-Artificial Intelligence (AI) kanye nezinzuzo ezizilethile emikhakheni nezinkampani ezihlukahlukene. Kodwa-ke, ukuvuthwa kokusebenza kwenkampani ku-AI kubalulekile ngezizathu ezimbalwa. Okokuqala, kuvumela ukuhlolwa okunembile kwendawo yokuqala, kusize ukukhomba ukuthi inkampani imi kuphi maqondana nezinqubo ezihamba phambili kanye nesimo sobuciko.
Ukuvuthwa kokusebenza ku-AI kubhekisela ezingeni lokuthuthuka nokuhlanganiswa kobuchwepheshe bobuhlakani bokwenziwa ngaphakathi kwenhlangano. Lo mqondo uhlanganisa ikhono lenkampani lokwamukela nokusebenzisa ngempumelelo ubuhlakani bokwenziwa ukuze kuthuthukiswe izinqubo, yenze izinqumo eziqhutshwa idatha, futhi isungule imikhiqizo namasevisi ayo.
Izinkampani ezivuthwe kahle azisebenzisi nje kuphela ubuchwepheshe obuthuthukisiwe, kodwa futhi zihlakulela isiko lenhlangano elazisa idatha nemininingwane, ezinengqalasizinda eqinile yezobuchwepheshe, futhi zinamaqembu anamakhono akwazi ukuhlola amandla aphelele obuhlakani bokwenziwa. Ukuzuza ukuvuthwa kokusebenza kubandakanya inqubo eqhubekayo yokuziphendukela kwemvelo, ukujwayela amasu, nokuthuthukiswa kwamakhono angaphakathi.
Inhlolovo kwezi -5 lokuba ngabaholi ezimbonini ezihlukene. Ngaphezu kwalokho, idatha evela kwa-Deloitte ikhombisa ukuthi izinkampani ezisezigabeni ezithuthuke kakhulu zokuvuthwa kwe-AI zingakhuphula umkhiqizo ngo-40%.
Lokhu kuhlola futhi kusiza ukwabiwa kwezinsiza ngendlela efanele, okuvumela inkampani ukuthi igxilise imizamo yayo ezindaweni ezidinga kakhulu ukuthuthukiswa. Ngokuhlonza izikhala namathuba, inhlangano ingabeka eqhulwini izinhlelo ezizoletha umthelela omkhulu kanye nenani elikhulu.
Ucwaningo lwe luveza ukuthi u-56% wezinkampani zibheka ukulinganisa ukuvuthwa kubalulekile ukuze kuthuthukiswe ukutshalwa kwezimali kanye nokwenza ngcono ukusebenza kahle. Ngokuhlolwa kokuvuthwa kokusebenza, kuyenzeka ukuthi kuthuthukiswe umgwaqo onemininingwane nohlelekile wokwamukelwa kwe-AI, okuhlanganisa izigaba, ingqopha-mlando, namamethrikhi empumelelo azoqondisa ukusetshenziswa ngendlela ehlelekile nenesu.
Yiziphi izinzuzo zokulinganisa ukuvuthwa kwe-AI?
Ngaphezu kwalokho, ukulinganisa kusiza uguquko lwamasiko oludingekayo ngaphakathi kwenhlangano, lukhuthaze isiko lokusungula izinto ezintsha nokuzivumelanisa nezimo. "Ukuqapha ngokuqhubekayo ukuvuthwa kuvumela ukulungisa amasu njengoba kudingeka, ukuqinisekisa ukuthuthukiswa okuqhubekayo nokuqhubekayo ekuthathweni kwe-AI. Lokhu futhi kusiza ukunciphisa izingozi ngokulindela nokugwema izinkinga ezingase zibeke engozini impumelelo yamaphrojekthi, "kusho u-Paulo Simon, uMqondisi Webhizinisi e-Keyrus.
Izinkampani ezinezinga eliphezulu lokuvuthwa zisesimweni esingcono sokusebenzisa izinzuzo zokuncintisana ezinikezwa ubuchwepheshe. Ukuhlola nokwenza ngcono lo msebenzi kusiza inkampani ukuthi ihlale inokuncintisana futhi isebenzise ngokugcwele amandla ayo. Ngokusho kwe -PwC , ukwamukelwa okuphumelelayo kwe-AI kungase kwengeze ku-US $ 15.7 trillion emnothweni womhlaba ngo-2030. Ekugcineni, ukuqinisekisa ukuthi ithuluzi lihambisana nezinjongo zamasu zenkampani kuqinisekisa ukuthi imizamo ifaka isandla ngokuqondile emigomweni yebhizinisi futhi ikhiqize inani elibonakalayo.
Ku-Paulo, ukulinganisa ukuvuthwa kokusebenza kubalulekile ekwamukelweni kobuchwepheshe ngempumelelo namasu, okuqinisekisa ukuthi inkampani ikulungele ukubhekana nezinselele futhi ibambe amathuba anikezwa ubuhlakani bokwenziwa.
Izigaba zokuvuthwa kokusebenza ku-AI
- Ukuqashelwa kokuqala
- Isiko lokuqwashisa: Inkampani ikhuthaza isiko langaphakathi lokuqwashisa mayelana nemibono kanye nezinzuzo zobuhlakani bokwenziwa kanye nobuhlakani bokwenziwa obukhiqizwa umshini (GenAI).
- Imfundo nokuqeqeshwa: Izinhlelo zemfundo nokuqeqesha zenziwa kubasebenzi kuwo wonke amazinga ukuze kwandiswe ukuqonda kwe-AI/GenAI kanye nomthelela wayo ongaba khona ebhizinisini.
- Ukuhlolwa kokungenzeka: Inkampani yenza ukuhlola kokuqala ukuze ihlonze izindawo ezingase zibe khona lapho ukuqaliswa kungase kuveze izinzuzo ezibalulekile.
- Ukuqaliswa komkhakha
- Isu lokusebenzisa: Inkampani ithuthukisa isu elicacile lokuqalisa i-AI/GenAI ezindaweni ezithile, elihambisana nezinjongo zayo zebhizinisi kanye namasu jikelele.
- Ukuhlanganiswa nezinqubo ezikhona: I-AI/GenAI ididiyela ngokushelela nangempumelelo ezinqubweni zenkampani ezikhona, ithuthukisa ukuhamba komsebenzi kanye nokwenza ngcono ukusebenza kahle.
- Isilinganiso somthelela: Ama-KPI namamethrikhi asungulelwa ukukala umthelela wokusetshenziswa, okuhlanganisa ukusebenza kahle okwengeziwe, izindleko ezincishisiwe, nolwazi oluthuthukisiwe lwamakhasimende.
- Ukuhlola kokuqala
- Ukuhlola okulawulwayo : Ukuhlolwa okulawulwayo namaphrojekthi okulinga kwenziwa ukuze kuhlolwe ukusebenziseka nokuba nokwenzeka kuzimo zebhizinisi zomhlaba wangempela.
- Ukuhlolwa kwemiphumela: imiphumela yamaphrojekthi okulinga ihlaziywa ngokuqinile ukuze kutholwe impumelelo kanye nempumelelo yawo ekufezeni izinjongo zebhizinisi ezichaziwe.
- Impendulo nokufunda: Inkampani isebenzisa impendulo evela kumaphrojekthi wokuhlola ukuze ifunde futhi ilungise indlela yayo njengoba iqhubeka nokuhlola ithuluzi.
- Ukwandiswa kwenhlangano
- Ukubusa noshintsho lokuphatha: Inkampani isebenzisa uhlaka lokuphatha oluqinile nolusebenzayo ukuze yengamele ukunwetshwa kwe-AI/GenAI enhlanganweni yonkana futhi ilawule ngempumelelo ushintsho lwenhlangano oluhlobene.
- Ukutshalwa kwezimali kwingqalasizinda nethalente: Kutshalwa izimali ezinkulu kwingqalasizinda yezobuchwepheshe nasekuqashweni nasekuthuthukisweni kwamathalente akhethekile kulo mkhakha.
- Isu lokukala: Isu liklanyelwe ukukala ngempumelelo kuyo yonke inhlangano, liqinisekisa ukuthi amasistimu angakwazi ukuphatha umsebenzi owengeziwe.
- Imisebenzi ethuthukisiwe
- I-Holistic automation: ihlanganiswe kuzo zonke izici zokusebenza kwenkampani, kusukela ezinqubweni zangaphakathi kuya ekusebenzelaneni namakhasimende kanye nozakwethu.
- Ukwenziwa kwezinqumo okuqhutshwa yidatha: izinqumo zaziswa idatha nemininingwane ekhiqizwe ama-algorithms, okuholela ezinqumweni ezinembe kakhudlwana nezisebenza ngempumelelo.
- Ukuqamba okusha okuqhubekayo : Inkampani isebenzisa indlela yokuqamba eqhubekayo, ihlale ihlola izinhlelo zokusebenza ezintsha nentuthuko ukuze igcine ukuncintisana.
- Ubuholi ku-AI/GenAI
- Isiko lokusungula izinto ezintsha: Inkampani ihlakulela isiko lokusungula izinto ezintsha kanye nokuhlola, lapho ukusetshenziswa kwe-AI/GenAI kukhuthazwa futhi kwaziswa kuwo wonke amazinga enhlangano.
- Ubambiswano lwamasu: Ubambiswano lwamaqhinga luyasungulwa nabaholi bemakethe ukuze bathole ulwazi olukhethekile, izinsiza, kanye nobuchwepheshe obusezingeni eliphezulu.
- Umbono wesikhathi esizayo: Inkampani igcina umbono obheke phambili, ihlale ihlola imingcele yobuchwepheshe futhi ifuna izindlela zokusebenzisa i-AI ukuze yakhe amamodeli ebhizinisi amasha futhi iguqule zonke izimboni.
Ukulinganisa ukuvuthwa kokusebenza kubalulekile ukuze izinkampani zizibeke endaweni yokuncintisana emakethe yanamuhla. Ukuqonda isigaba samanje nokushaja indlela yasu kuthuthukisa izinsiza futhi kukhulisa imiphumela.
Ngokulandela izigaba eziyisithupha zokuvuthwa, izinkampani zingasuka ekuqwashiseni ziye ebuholini obuqinile be-AI, ziqinisekise ukwamukelwa ngempumelelo kanye nokukhuthaza isiko lokuqamba okusha okuqhubekayo. "Le ndlela ehlelekile inciphisa ubungozi futhi ivumela izinkampani ukuthi zisebenzise amathuba anikezwa ubuhlakani bokwenziwa, okwenza ukulinganisa kube isu elibalulekile lokukhula okuzinzile kanye nempumelelo yesikhathi esizayo," kuphetha uSimon.
