Amatsinda yimbuga nkoranyambaga ahura nikibazo cyubushobozi nyabwo: urubuga rwinshi, ubutumwa bwinshi kandi ntamasaha ahagije yo gucunga byose nintoki. Abashinzwe kwamamaza AI bakemura iki kibazo mugukora imirimo yintambwe nyinshi mu bwigenge - kubyara ibintu, kugenzura imigendekere no kuyobora ubutumwa bwabakiriya - nta muntu uyobora ibikorwa byose. Aka gatabo karasenya neza uburyo bwo gukora abakozi kubikorwa byawe byo kwamamaza bya AI, kuva guhitamo uburyo bwiza nubwubatsi kugeza guhuza umukozi wawe kubuzima bwimibereho no kubaka izamu rikomeza kuranga. Waba uri umucuruzi ukora ubushakashatsi kuri no-code ibikoresho byo kwamamaza AI cyangwa umuterimbere wubaka akazi gakondo, uzabona inzira isobanutse kuva mubitekerezo kugeza kubyoherejwe hano. Umukozi wa AI ni iki? Ni ubuhe buryo bukoreshwa na AI? Umukozi wa AI ni porogaramu ya software ikoresha urugero runini rwururimi (LLM) nkubwonko bwayo kugirango yuzuze imirimo yigenga, ifate ibyemezo kandi ikorane nibikoresho byo hanze - nta muntu uyobora intambwe zose. Ibi bituma itandukana cyane na chatbot y'ibanze, isubiza gusa ibibazo bitaziguye. Buri mukozi wa AI akorera mubice bine byingenzi:
LLM: moteri yo gutekereza isoma inyongeramusaruro igahitamo icyakurikiraho. Ibisobanuro: Amabwiriza asobanura uruhare rwumukozi, amajwi nimbibi. Ibikoresho: APIs nibikorwa abakozi bahamagara kugirango bakore ibikorwa-byukuri-ibi bizwi nko guhamagarira ibikoresho cyangwa guhamagara imikorere. Kwibuka: Sisitemu yo kubika igumana imiterere kugirango umukozi yigire kubikorwa byahise.
Igihe cyo gukoresha abakozi ba AI kubikorwa byimbuga nkoranyambaga Ihinduka ryimikorere ya AI ikoreshwa niterambere ryishami ryose. Mubyukuri, 2025 Imibereho Myiza y'Abaturage yasanze 54% by'abayobozi bashinzwe kwamamaza bemeza ko AI ari yo izabaha imbaraga zo kuzamura amakipe yabo atera imbere, bagaragaza uburyo ubwo buryo bwigenga bufasha amakipe gupima aho kuyasimbuza gusa. Imbuga nkoranyambaga gakondo zikurikiza amategeko ahamye. Kwamamaza ibicuruzwa bya AI bigenda bikomeza - gusoma imiterere, guhuza amakuru mashya no gukora imirimo yintambwe nyinshi idafite ibiti bikomeye. Uru rwego rwubwigenge ruba urwego rwinganda; ukurikije icyegeranyo cy’imibereho 2025 Spr, 97% by'abayobozi bashinzwe kwamamaza bemeza ko ari ngombwa rwose ko abashoramari bamenya gukoresha AI mu mbuga nkoranyambaga mu kazi kabo ka buri munsi. Hano niho abakozi bigenga barenze ibyikora bisanzwe:
Serivisi zabakiriya ba AI: Abakozi bakemura ibibazo byingoboka 24/7 bakuramo ubumenyi bushingiye. Ibi bihaza abaguzi kwiyongera; Ubushakashatsi bwakozwe na Sprout Social Q4 2025 bwerekanye ko 69% byabakoresha imbuga nkoranyambaga borohewe n’amasosiyete akoresha AI kugirango batange serivisi byihuse kubakiriya. Kugenzura imigendekere nuburemere bwibitekerezo: Abakozi basikana urubuga hamwe nibiganiro bigaragara mugihe nyacyo. Ibi bigabanya ububabare bwibanze kumakipe asabana: umunaniro. Ironderero rivuga ko 93% by'abakora imyitozo ngororamubiri bemeza ko AI ishobora gufasha kugabanya umunaniro udasanzwe mu kwihanganira umutwaro wo mu mutwe wo gukurikirana ibidukikije no gukora isesengura ryimbitse. Raporo yimikorere no gutezimbere ibikorwa: Abakozi bahindura ingamba zishingiye kumibare yo gusezerana. Kwakira kwisi kwisi bimaze kuba hejuru, hamwe na 2026 yibikorwa byimbuga nkoranyambaga byerekana ko 40% byabacuruzi bakoresha ibikoresho byimbuga nkoranyambaga bya AI mu gutanga raporo no gusesengura. Igisekuru cyibirimo: Abakozi basesengura amakuru yimikorere yashize bakandika itandukaniro ryibipimo. Ibi bituma amakipe yagura aho ageze atongeye umutwe.
Inzibacyuho ya AI itwarwa nimbuga nkoranyambaga niterambere ryishami ryose. Mubyukuri, 2025 Imbuto mbonezamubano ™ yasanze 54% byabayobozi bashinzwe kwamamaza bemeza ko AI aricyo kizabaha imbaraga zo kuzamura amakipe yabo atera imbere. Gupima ingamba zawe hamwe na Sprout yubatswe mubushobozi bwa AI Niba utiteguye kubaka umukozi wigenga kuva kera, ukeneye urubuga rwubwenge rusanzwe rufite ubwo bushobozi bwigenga bwinjijwe mubikorwa byawe. Imyororokere yimibereho irenze imiyoborere yibanze ukoresheje agent ya AI kugirango uhindure ibimenyetso nyabyo byimibereho mubikorwa byubucuruzi bihujwe. Umukozi wa AI wa Sprout, Trellis, akora nkumubiri uhuza ibikorwa byawe byose, ugaragaza "impamvu" inyuma yimigendekere igaragara no gutangiza inzira yibikorwa. Dore uburyo ushobora gukoresha amayeri ya AI ya Sprout kugirango ukemure ibibazo byubushobozi bwa buri munsi:
Gutegera Imibereho hamwe no kumenya inzira: Aho kugirango usuzume intoki kubisobanuro,koresha gutegera byikora kugirango ukurikirane gusangira amajwi no kumenya ingingo zizamuka mbere yuko zijya munzira nyamukuru. Trellis igaragara hejuru yibi bimenyetso hakiri kare, igufasha guhuza ingamba zawe mbere yuko ibintu bigenda neza cyangwa ikibazo kikazamuka.
Kwita kubakiriya byikora hamwe na triage: Koresha Inbox ya Smart kugirango uhite ushushanya inzira n'inzira zinjira zishingiye kumarangamutima cyangwa ingingo. Ukoresheje AI kugirango ushire imbere ibibazo byihutirwa cyangwa bigamije cyane, itsinda ryanyu rirashobora gukemura ibibazo byihuse kandi byemeza ko ubutumwa bukomeye butigera bwicara kumurongo. Ibirimo kubyara no gutangaza ubwenge: Ubukorikori bwanditse kandi uhitemo amashusho yatunganijwe neza kuri buri rezo ukoresheje ibyifuzo bya AI. Bimaze kubyara, koresha tekinoroji ya ViralPost® yemewe ya Sprout kugirango uhite utegura ibirimo mugihe abakwumva badasanzwe bakora cyane, byemeza ko bigerwaho cyane nta gukeka intoki.
Ibipimo byo gupiganwa: Gereranya mu buryo bwikora ingano yo kwiyamamaza no gusezerana nabanywanyi. Aya makuru yubukorikori atanga urwego rwibikorwa bikenewe kugirango uhindure ubutumwa bwawe mugihe nyacyo kandi utsindire imigabane myinshi ku isoko.
Hamwe na Sprout, ntabwo ucunga imibereho gusa; ukoresha ubwenge bwimibereho kugirango utware ibikorwa bifatika, byikora mumakipe yawe yose. Witegure kubona uburyo ubwenge bwimibereho bushobora guhindura ingamba zawe? Saba demo kugirango ubone ubushobozi bwa AI bwa Sprout Social ikora.
Teganya kwerekana
Nibihe bikoresho byiza byo kurema abakozi ba AI nibikorwa? Urwego rwawe ni ibidukikije byiterambere aho wubaka ugahuza umukozi wawe. Guhitamo neza kubikorwa byawe byo kwamamaza bya AI biterwa nubuhanga bwawe bwa tekiniki kandi niba ukoresha ibikoresho bya kode ya AI cyangwa ibikoresho byabigenewe.
Ubwoko bw'imiterere Ibyiza kuri Ingero
Nta porogaramu-kode Abacuruzi badafite uburambe bwa code n8n, Ibyingenzi AI, ChatGPT GPT yubaka
Ibisubizo bike-ibisubizo Amakipe ashaka kwihitiramo nta terambere ryuzuye Flowise, LangFlow
Urwego rushingiye ku kode Abashinzwe iterambere bakeneye kugenzura byuzuye LangChain, CrewAI, AutoGen
Buri cyiciro gihuza imbuga nkoranyambaga binyuze muri REST API-inzira isanzwe ya software yo guhana amakuru. Nta-code ya AI ibikoresho ikoresha amashusho yo gukurura-no-guta imitwe kugirango ushushanye iyi logique, mugihe urwego rushingiye kumyandikire iha abaterankunga kugenzura bitaziguye kuri buri guhamagarwa kwa API na webhook. API ya Sprout Social igufasha gukurura amakuru yo gutangaza hamwe na metrics yo gusezerana mubikorwa byumushinga wawe, bikaguha amakuru yukuri, mugihe nyacyo cyo gukora. Teganya demo kugirango urebe uburyo API ya Sprout hamwe nubushobozi bwubwenge bushobora kongera ibikorwa byawe byigenga. AI agent yububiko hamwe nakazi ko kumenya Ubwubatsi bwabakozi nigishushanyo mbonera kigena uburyo umukozi wawe atunganya amakuru kandi arangiza imirimo. Guhitamo uburyo bukwiye bwa AI bwerekana imikorere ya sisitemu.
Sisitemu imwe ya sisitemu: Umukozi umwe akemura ibitekerezo byose hamwe nibikorwa kubikorwa byibanze. Ibikorwa byinshi-byakazi: Abakozi babigize umwuga buriwese afite umurimo wihariye kandi akora murwego rumwe. Uburyo bwo kugenzura: Intumwa nkuru ya orchestre iha imirimo-abakozi abakozi. Ibikorwa bikurikirana: Abakozi banyura ibisubizo kumuyoboro, aho ibisubizo bya buri agent bigaburira ubutaha.
Amatsinda menshi yamamaza imbuga nkoranyambaga atangirana numukozi umwe kumurongo umwe wo gukoresha, hanyuma ukaguka mubikorwa byinshi byabakozi uko ibyo bakeneye bikura. Ni izihe ntambwe zo gukora agent yibanze? Kubaka sisitemu yigenga bisaba kuva mubikorwa byo murwego rwohejuru bikajya mubikorwa bya tekiniki. Mugihe logique iri inyuma yibi bikoresho ihanitse, inzira yiterambere ikurikira inzira yubatswe igamije kwemeza kwizerwa numutekano wibirango. Kurikiza izi ntambwe kugirango wimure umukozi wawe kuva mubitekerezo ujya mugice kinini cyibicuruzwa byawe. Intambwe ya 1: Sobanura intego n'imbogamizi Tangira numurimo umwe wihariye, ushobora gupimwa - gusubiza ibibazo, kubyara inyandiko zitandukanye cyangwa kugenzura ibirango byavuzwe. Intego zidasobanutse zitanga abakozi batizewe. Kohereza neza bisaba inzira "gukurura, kugenda, kwiruka". Nkuko Tatiana Holyfield, wahoze ari VP w’Imibereho muri SiriusXM, yasangiye na Sprout Social webinar Data kugeza ku madorari: Gukoresha amakuru y’imibereho yo kongera ishoramari, gushingira ku ntego zawe za mbere mu makuru y’abakurikirana ni urufunguzo rwo gutsinda mu gihe kirekire. Holyfield asobanura ko "rwose gusobanukirwa abakwumva hanyuma ugashyiraho intego ukurikije, bigufasha rwose kugerageza no kwiga no kuba ingamba hamwe na bije yawe. Kandi kuva aho, urashobora gutangira bito kandi binini, kandi ibyo bikwemerera hamwe nitsinda ryanyu ryubuyobozi kugezarwose ufungwe intambwe ku cyakoraga n'ibitagenda. ” Kugirango ukurikize ubu buyobozi, andika sisitemu isobanura neza ibyo umukozi akora kandi adakora. Bitekerezeho nkibisobanuro byakazi bya digitale: uko urwego rugenda rusobanuka neza, nibisohoka nibisohoka. Uhereye ku kintu gito, gishyigikiwe namakuru-nkumukozi ugaragaza ibibazo byabakiriya bafite intego-urashobora kwerekana agaciro kikoranabuhanga mubuyobozi mbere yo kwipimisha mubikorwa byinshi byakazi. Niba usanzwe ukurikirana ijambo ryibanze ryibanze hamwe niyamamaza rya hashtags mubikorwa byawe byo gucunga imibereho, koresha ibyo bipimo bihari nkumupaka wambere wibikorwa byawe. Intambwe ya 2: Hitamo icyitegererezo nurwego Guhitamo kwawe kwicyitegererezo kugena ubuziranenge bwibitekerezo byabakozi hamwe nidirishya ryimiterere-ingano yamakuru atunganya icyarimwe. GPT-4 na Claude 3.5 Sonnet ikora ibintu bigoye, imirimo yoroheje. Gufungura-isoko yicyitegererezo ikora kumurimo woroshye, mwinshi. Huza urwego rwawe nubuhanga bwikipe yawe:
Abitangira: ChatGPT yihariye GPTs cyangwa n8n Hagati: LangChain hamwe ninyandiko zubatswe mbere Iterambere: Gushyira mubikorwa CrewAI
Intambwe ya 3: Ongeramo ibikoresho, kwibuka hamwe no kugerageza Ibikoresho nibyo bihindura umukozi wawe muri generator yinyandiko muri sisitemu yigenga. Ihuze na APIs, data base no gushakisha kugirango ifate ibikorwa bifatika. Kwibuka bikora mubice bibiri:
Igihe gito: Igumana imiterere yikiganiro kigezweho. Igihe kirekire: Koresha ububiko bwububiko hamwe nubushakashatsi kugirango wibuke imikoranire yashize hamwe nibyifuzo byabakoresha-tekinike yitwa Retrieval-Augmented Generation (RAG).
Gerageza umukozi wawe hamwe nubutumwa bwukuri mbere yo kubishyira kumugaragaro. Huza umukozi wawe kumibare yimibereho, ibikoresho nibuka Kwishyira hamwe niho umukozi wawe abona amakuru akeneye gukora. Uhuza ubwoko butatu bwamasoko:
Inkomoko yamakuru: Imibereho APIs, urubuga rwo gusesengura hamwe na sisitemu ya CRM itanga amateka nigihe nyacyo. Guhuza ibikoresho: Gutangaza APIs no gukurikirana webhooks ituma umukozi agira icyo akora. Ububiko bwo kwibuka: Vector data base yo gushakisha ibisobanuro hamwe nububiko gakondo kubitabo byubatswe.
Koresha OAuth na API kwemeza kugirango uhe umukozi wawe umutekano, winjiye - ntuzigere ubiha uburenganzira bwagutse kuruta inshingano zisaba. Bika ibintu byakozwe nabakozi mububiko bwibitabo bukomatanyije kugirango itsinda ryanyu risuzume ibisubizo mbere yuko bijya ahagaragara. Kurinda no kuyobora kugirango umutekano wibikorwa byumutekano Imiyoborere yibicuruzwa bisobanura gushyiraho amategeko ahamye agenga ibyo umukozi wawe atangaza nuburyo asubiza. Hatari izamu, niyo umukozi wubatswe neza atanga umusaruro utari mwiza cyangwa wangiza. Kubaka ingamba zumutekano mbere yo koherezwa:
Akayunguruzo Ibirimo: Hagarika imvugo idakwiye kandi ushimangire ijwi ryirango kurwego rusohoka. Kwemeza akazi: Inzira yunvikana kubuyobozi bwumuntu mbere yuko boherezwa-ibi byitwa abantu-muri-loop. Kugabanya igipimo: Shyira mubikorwa ibikorwa umukozi akora kumasaha kugirango wirinde spam. Kugenzura inzira: Andika buri gikorwa cyibikorwa byo kubahiriza no gusuzuma imikorere.
Umutekano wa AI ntabwo ari ikintu wongeyeho nyuma. Nibishushanyo bisabwa kuva kumunsi wambere. Nigute ushobora kugerageza no gusuzuma umukozi wawe wa AI Kwipimisha byerekana ko umukozi wawe akora neza mbere yuko abakwumva babibona. Koresha unyuze mubice bine byo gusuzuma:
Igeragezwa ryimikorere: Ese irangiza inshingano yashinzwe nta makosa? Ibipimo by'imikorere: Irasubiza ryihuse, kandi ibisubizo byayo bingana iki? Kwishimira abakoresha: Ni ubuhe buryo bw'imikoranire ikora? Ikizamini cya A / B: Nigute ibyakozwe na agent bikora inyandiko zakozwe n'abantu?
Kurikirana ibipimo ngenderwaho buri gihe. Intumwa zigenda ziyongera mugihe imbuga nkoranyambaga zivugurura APIs hamwe nimyitwarire yabateze amatwi - isuzuma risanzwe rituma sisitemu yawe neza. Ingero zabakozi ba AI batwara ibisubizo byimibereho Izi ngero z'abakozi ba AI zerekana ibishobora kugerwaho mugihe uhuza icyitegererezo gikwiye namakuru yukuri:
Umukozi wa serivisi wabakiriya: Akemura ibibazo bisanzwe muburyo bwihuse ukoresheje ubumenyi bwibanze bwibibazo, kubohora ikipe yawe kubibazo bikomeye. Ibikoresho byo gutezimbere ibintu: Gerageza imitwe myinshi itandukanye kandi igaragara hejuru yimikorere ikora cyane ishingiye kumateka yo gusezerana. Umukozi ukurikirana imigendekere: Gusikana imbuga nkoranyambaga ubudahwema kandi ukamenyesha ikipe yawe mugihe ikiganiro gisaba igisubizo cyabantu.
Buri kimwe muri ibyo bikoresho gikora neza iyo gifite amakuru yimibereho isukuye, yubatswe. Ukungahaye amakuru yawe, niko bisobanurwa nezaibyemezo by'intumwa. Incamake n'intambwe ikurikira kubakozi bawe ba mbere Kubaka umukozi wa AI ukora ibikorwa byo kwamamaza imbuga nkoranyambaga biza mubintu bine: intego isobanutse, icyitegererezo cyiza, kwishyira hamwe umutekano hamwe nisuzuma rihoraho. Tangira hamwe nikibazo kimwe, garagaza ko ikora hanyuma igipimo. Amakipe abona ibisubizo bikomeye ntabwo yubaka sisitemu igoye-yubaka abakozi bibanze bafite imipaka isobanuwe neza namakuru yizewe. Amatsiko kubijyanye na Sprout Social yubatswe mubushobozi bwa AI? Saba demo kugirango wumve icyo Sprout ishobora gukorera mumatsinda yawe hamwe nintego zubucuruzi. The post Uburyo bwo gukora abakozi ba AI kubucuruzi bwimbuga nkoranyambaga appeared first on Sprout Social.
