I-Artificial Intelligence (AI) isiza izinhlangano ekuthuthukiseni imikhiqizo nolwazi lwamakhasimende, zenze izinqumo eziqhutshwa idatha, futhi zizenzele izinqubo ezidla isikhathi. Cishe yonke inhlangano namuhla isebenzisa okungenani uhlobo olulodwa lwesevisi enikeza ukugxila ebhizinisini layo eliyinhloko kuyilapho ikhipha eminye imisebenzi kochwepheshe nozakwethu benkampani yangaphandle.
Naphezu kweqiniso lokuthi isofthiwe njengesevisi inezindleko ezinkulu kakhulu zomhlaba ($ 105 million ngo-2020 kuphela), i-IaaS kulindeleke ukuthi ikhule ngokushesha eminyakeni ezayo. Imakethe yomhlaba wonke ye-Artificial Intelligence (AI) iyakhula.
Indlela efanayo 'njengesevisi' manje isisetshenziswa emkhakheni omusha: I-AIaaS. I-AIaaS isifinyezo se-Artificial Intelligence-as-a-Service. Ibinzana kanye nomkhiqizo kuya ngokuya kuduma, futhi kulokhu okuthunyelwe, sizobheka ukuthi i-AIaaS ihlanganisani.
Iyini i-AIaaS?
Nakuba izimpahla 'njengesevisi' ezifana nesofthiwe nengqalasizinda zitholakala yonke indawo emkhakheni wezobuchwepheshe, umbono we-Artificial Intelligence njengesevisi, noma i-AIaaS, isemusha uma kuqhathaniswa. I-Artificial Intelligence njengesevisi ifana nanoma yisiphi esinye isisombululo esingaphandle kwebhokisi.
Ikona isoftware yokufakelwa enikezwa njengesevisi kukhasimende ngumhlinzeki wenkampani yangaphandle, futhi ihlanganisa izici ezihlukahlukene ezinikwe amandla yi-AI. Lawa makhono ezinkampani zangaphandle abekwe efwini futhi enziwa atholakale kubasebenzisi bokugcina nge-inthanethi, okwenza i-AI ifinyeleleke kalula.
I-AI Njengesevisi isho inkampani yangaphandle eletha izici ze-AI eziyinkimbinkimbi emabhizinisini ukuze bathole inkokhelo yesikhathi esisodwa noma inkokhiso yanyanga zonke. Akulona ihaba ukuphakamisa ukuthi kuwukushintsha umdlalo kumabhizinisi amaningi amancane kuya kwaphakathi nendawo.
Kuze kube muva nje, amabhizinisi amaningi akhishwe intengo ngenxa yokwamukela i-Artificial Intelligence ekusebenzeni kwawo njengoba bekuzodinga ukwakhiwa kwangaphakathi kwezinhlelo ezinezici ezifana nezomuntu njengokucabanga, ukucabanga, nokufunda. Nge-AIaaS, manje isifinyeleleka kakhulu kunangaphambili, ivumela amabhizinisi ukuthi ayisebenzise Ukuhlakanipha okungekhona okwangempela ngezinto ezifana nokunakekelwa kwekhasimende, ukuhlaziywa kwedatha, nokukhiqiza okuzenzakalelayo.
Izinhlobo ze-AIaaS
Uma ulapha, kungenzeka ukuthi ufuna ithuluzi elithile, ngakho-ke ake sibheke avame kakhulu emakethe.
1. Computing API's
Isofthiwe "umlamuli" exhuma izinhlelo zokusebenza ezimbili yaziwa ngokuthi i-API (Application Programming Isixhumi esibonakalayo). Iwebhusayithi yokubhukha yenkampani yangaphandle, efana ne-Tripadvisor noma i-eBay, iqoqa idatha kusuka kusizindalwazi esiningi sezindiza ukuze inikeze zonke izinketho zabo endaweni eyodwa elula. Onjiniyela bangasebenzisa isixazululo se-AIaaS ukwengeza ubuchwepheshe obuthile noma isevisi kuphrojekthi ngaphandle kokuthi babhale ikhodi kusukela ekuqaleni. Amasevisi avelele e-API ahlanganisa izilimi (i-NLP), ukubona komshini, ukusesha okuhlakaniphile, ukuhumusha, nokutholwa kwemizwelo.
2. Ama-Chatbots nabasizi Bedijithali
Kulezi zinsuku, noma ngabe uhlola iwebhu nganoma yini kusukela kumawebhusayithi kahulumeni kuya kubathengisi bezingubo, nakanjani uzogijima kuwo wonke ama-bots - ikakhulukazi, uhlobo lwawo oluvame kakhulu, ama-chatbots. Ama-Chatbots alingisa izingxoxo zabantu ngokusebenzisa ama-algorithms e-AI. Basebenzisa ukucubungula kolimi lwemvelo (NLP) nokufunda komshini ukuze batolike imibuzo yabasebenzisi futhi banikeze izimpendulo ezifanele. Ngenxa yokuthi basabela amahora angu-24 ngosuku, izinsuku eziyisikhombisa ngesonto, bonga isikhathi nemali, okuvumela abasebenzi ukuba bagxile emisebenzini eyinkimbinkimbi.
3. Ukufunda ngomshini (ML)
Ama-algorithms wokufunda komshini asetshenziswa amabhizinisi ukuhlonza amaphethini ngenani elikhulu ledatha, yenza izibikezelo, futhi wenze imisebenzi ibe lula. I-AIaaS yenza ukufunda imishini ukwamukelwa kobuchwepheshe kulula ezinhlanganweni. Amamodeli aqeqeshwe kusengaphambili angasetshenziswa, noma amathuluzi angenziwa ngendlela oyifisayo ukuhlangabezana nezinjongo zebhizinisi ezihlukile. Konke lokhu kungenzeka ngaphandle kwanoma yiluphi ulwazi lwangaphambilini lokufunda ngomshini.
Izinzuzo kanye nokubi kwe-AIaaS
Uma ucabanga i-AI njengesevisi yenkampani yakho, kufanele uhlole izinzuzo kanye nezithiyo. Lokhu kungase kukusize unqume ukuthi kungaba ukutshalwa kwezimali okuhle kwenhlangano yakho noma cha.
Izinzuzo
1. Ingabizi
Kuzothatha inani elikhulu lemali nolwazi ukuthuthukisa amakhono e-AI angaphakathi. Kuphinde kuthathe isikhathi eside ukudala nokuhlola amamodeli e-AI ngaphambi kokuthi asetshenziswe. Kodwa-ke, izixazululo ze-AIaaS zikuvumela ukuthi ugweme lezi zindleko kanye nezingozi eziza nazo ngenkathi usathola ukufinyelela kumakhono we-AI owafunayo.
2. Izimali ezisobala
Uvele ukhokhele lokho okutholayo lapho ukhetha i-AI njengesixazululo sesevisi. Lokhu kusho ukuthi ngeke ukhokhele izici ze-AI engazidingi inkampani yakho, futhi uzokhokhiswa kuphela uma uyisebenzisa ngempela.
3. Iyavumelana nezimo futhi i-Scalable
I-AIaaS ikuvumela ukuthi ukhuphule noma wehlise amakhono akho okwenziwa kobuhlakani ngokusekelwe ezidingweni zebhizinisi lakho noma amaphrojekthi. Lokhu kuzivumelanisa nezimo kuyenza ifanelekele labo abasanda kuthola izinyawo ezimanzi ku-AI kanye nezinhlangano ezingase zibone ukukhula okukhulu esikhathini esizayo. Iphinde ikuvumela ukuthi ubone ukuthi yini esebenzayo ngaphambi kokuzibophezela.
Okumbi
1. Izinkinga Zokuphepha
Kuzodingeka udalule idatha yakho yebhizinisi ebucayi nomthengisi wenkampani yangaphandle ukuze usebenzise isevisi yakho ye-AIaaS. Lokhu kungase kuphakamise ukukhathazeka mayelana nokuphepha nobumfihlo. Ukugcinwa kwedatha yakho, ukufinyelela, kanye nezokuthutha kufanele kuvikelwe ngokufanelekile ukuze kuqinisekiswe ukuthi ayifinyelelwanga ngokungemthetho, ayihlanganyelwa, noma ayisakazwa.
2. Ukuthembela Kweqembu Lesithathu
Uncike kubantu besithathu ukuthi bakweseke ngolwazi olunembile uma uludinga njengoba ukhokhela isevisi. Kodwa-ke, uma iphutha lesoftware likhiqiza amaphutha noma ukubambezeleka, lokhu kuzoba inkinga.
3. Ukukhetha Abathengisi
Ukushintshela kumphakeli ohlukile we-AIaaS kungase kubonakale kulula. Kodwa-ke, ngayinye isebenzisa ifomethi yempendulo ehlukile, edinga umsebenzi othile ukuze ishintshe. Amasevisi noma izingxenye ze-ML zokuphela-to-ekupheleni kunzima kakhulu ukuzishintsha njengoba zidinga ukuthi abasebenzi bakho bajwayelene nazo ukuze zikhiqize.
Izinkampani eziphezulu ze-AIaaS
Kubalulekile ukuhlola izinhloso zakho, usayizi webhizinisi, nesabelomali esitholakalayo lapho ukhetha isixazululo se-AI. Kuzodingeka futhi ucabangele amakhono obuchwepheshe ethimba lakho kanye nenani ledatha oyodinga ukuliphatha. Nasi isifinyezo esifushane sezinkampani ezihamba phambili ze-AIaaS zokukusiza ukuthi wenze isinqumo sakho:
- IBM Watson
- AWS
- I-Microsoft Azure
1. IBM Watson
I-IBM Watson ihlanganisa isethi yobuchwepheshe be-AI okuhloswe ngayo ukusiza amabhizinisi amakhulu ekwenzeni idatha yawo ngokugcwele. Umsizi we-Watson (wokwakha abasizi ababonakalayo) kanye ne-Watson Natural Language Understand izibonelo ezimbili zezinhlelo zokusebenza ezakhelwe kusengaphambili (ukwenza imisebenzi yokuhlaziya umbhalo ethuthukisiwe). I-IBM Watson Studio ivumela abathuthukisi ukuthi bakhe, baqeqeshe, futhi sebenzisa amamodeli wokufunda womshini ngaphesheya kwanoma yiliphi ifu. Akudingekile ukuba nolwazi lwangaphambilini lokufunda komshini noma isayensi yedatha.
2. AWS
Amasevisi e-AI aqeqeshwe kusengaphambili avela ku-AWS aletha ubuhlakani obenziwe ngomumo bezinhlelo zakho zokusebenza nokugeleza komsebenzi. Amasevisi e-AI axhuma kalula nezinhlelo zakho zokusebenza ukuze asingathe izimo zokusetshenziswa ezivamile njengezincomo ezenziwe ngokwezifiso, ukubuyekeza eyakho isikhungo sokuxhumana, ukuthuthukisa ukuphepha nokuvikeleka, kanye nokwandisa ukuzibandakanya kwabathengi. Uthola ikhwalithi nokunemba ngokuqhubekayo ngokufunda ama-API ngoba sisebenzisa ubuchwepheshe obufanayo bokufunda obujulile obushayela i-Amazon.com nezinye Izinkonzo ze-ML. Futhi, okuhle kunakho konke, Amasevisi e-AWS AI awadingi ulwazi lwangaphambili lokufunda komshini.
3. I-Microsoft Azure
I-Azure iyinkundla yomphakathi esekwe ngamafu ethuthukiswe yiMicrosoft. Ihlanganisa izinhlobonhlobo ze-AI nezixazululo zokufunda ngomshini konjiniyela njengomunye wabahlinzeki abakhulu be-AIaaS. Ngama-API we-Azure Cognitive Services, ungangeza amakhono ahlukahlukene we-AI (njenge ukufunda imishini noma ukukhishwa kombhalo) ezinhlelweni zakho zokusebenza. Ungasebenzisa futhi Isevisi ye-Azure Bot ukwenza noma yiluphi uhlobo lwe-bot, kusukela ku-Q&A bot kuya kumsizi wakho obonakalayo onegama, ngemizuzu nje embalwa.
Isiphetho
I-AIaaS ihlinzeka ngezinzuzo eziningi eziheha abamukeli bokuqala ngoba iyindawo ekhula ngokushesha. Ivumela izinkampani ukuthi zisebenzise idatha yazo ukuze zixazulule izinkinga ezinzima futhi zithole imininingwane esheshayo, enembe kakhudlwana kubathengi bazo nasezimakethe, okuzivumela ukuthi zenze izinqumo ezingcono zebhizinisi nezokuthengisa.
Iphinde ibasize ukuthi bathuthukise ulwazi lweklayenti ngokwenza ngokuzenzakalela nokwenza imilayezo ngendlela oyifisayo kanye nokuthuthukisa isevisi yamakhasimende. Ngaphezu kwalokho, izixazululo ze-AIaaS zingasiza izinhlangano ekwandiseni imali etholwayo futhi zithole inzuzo yokuncintisana. Nokho amaphutha ayo akhomba ukuthi lisekhona ithuba lokuthuthuka.
Kubalulekile ukukhumbula ukuthi ukusebenzisa i-AIaaS ohlelweni lokukhiqiza kuza nezindleko ezinkulu kanye nezingozi. Ngakho-ke, qiniseka ukuthi uhlola zonke izinzuzo nezingozi ngaphambi kokukhetha i-AIaaS.
shiya impendulo