Sibona ushintsho olumangalisayo lwendaba yobuchwepheshe. Uma nje esikhathini esifushane esidlule besimangazwa ama-chatbot abhala ama-imeyili noma imibhalo efingqiwe, manje sesingena ngokugcwele enkathini ye -AI e-ejenti , igxathu elibalulekile lapho ubuhlakani bokwenziwa bungasagcini nje ngokuphendula, kodwa buqala ukusebenza ngokwenza imisebenzi eyinkimbinkimbi bodwa.
Lo mbono omusha awuyona nje intuthuko yezobuchwepheshe; uthembisa ukuguqula ukusebenza kwanoma iyiphi inkampani. Sikhuluma ngezinhlelo ezingalindeli ukuthi sizitshele ukuthi zenzeni ngokulandelayo, kodwa kunalokho ziqonde umgomo wokugcina futhi zihlele indlela yokuwufinyelela, zihlanganiswe nezinhlelo zethu zemvelo zedijithali ngendlela ecishe ibe yinto engokwemvelo.
Iyini ngempela i-AI e-agent futhi ihluke kanjani kulokho okungenhla?
Kalula nje, ngenkathi i-AI ekhiqizayo isebenza njengomshayeli wendiza osiza izinto, i-AI ekhiqizayo isebenza njenge- autopilot . I-chatbot yendabuko iyasabela: uthayipha i-prompt bese ibuyisa impendulo. Ngokuphambene nalokho, i-ejenti ye-AI iyasebenza; ibona indawo, icabange ngesu elihle kakhulu, futhi yenza izenzo zangempela isebenzisa amathuluzi angaphandle.
Uma siqhathanisa lokhu nokuzisebenzela kwendabuko noma i-RPA, umehluko mkhulu kakhulu. I-RPA iqinile, ilandela iresiphi yesinyathelo ngesinyathelo, futhi uma kukhona okushintshayo, iyawohloka. Ngakolunye uhlangothi, ama-ejenti anokuguquguquka kwengqondo okubavumela ukuthi balungise izinhlelo zabo ngokushesha uma behlangabezana nesithiyo, ngokusekelwe kumongo kanye nokucabanga.
Lokhu kuthuthuka kusekelwe kulokho okwaziwa ngokuthi i- agentic loop : umjikelezo oqhubekayo wokuqonda, ukucabanga, kanye nesenzo. Uhlelo aluhlali ezweni lamagama, kodwa lusebenzisana nama-API, izizindalwazi, kanye neziphequluli ukuze umphumela wokugcina ungabi umbhalo nje kuphela, kodwa umsebenzi oqedwe ngempumelelo.
Ukwakhiwa kanye nokusebenza kwe-ejenti ezimele
Ukuze i-ejenti isebenze, idinga isakhiwo esihlelekile. Ubuchopho besistimu ngokuvamile buyimodeli yolimi ethuthukisiwe (i-LLM) ephatha ukuhlela nokwenza izinqumo. Kodwa-ke, imodeli iyodwa ayikwazi ukwenza okuningi ngaphandle kwezinye izingxenye.
- Imemori: Kubalulekile ukuze i-AI ingakhohlwa lokho ekwenzile. Kukhona inkumbulo yesikhathi esifushane (umongo wamanje) kanye nenkumbulo yesikhathi eside (inkumbulo yesikhathi esidlule). isikhathi esideokuvumela ukufunda emaphutheni esikhathi esidlule kanye nokwenza ngcono ukuziphatha kwesikhathi esizayo.
- Amathuluzi: Bayizikhali ze-ejenti. Ngenxa yabo, i-AI ingakwazi buza isizindalwazi, thumela i-imeyili noma uxhumane ne-CRM.
- Ukuhlela: I-ejenti ihlukanisa umgomo onesifiso esikhulu ibe imisebenzi engaphansi elawulekayo, iwenze ngokulandelana okunengqondo futhi ihlole ukuthi umphumela unjengoba ulindelekile yini.
Esinye isici esithakazelisayo ukuthunyelwa kwezinhlelo zama-ejenti amaningi . Lapha, asinayo i-ejenti eyodwa eyenza konke, kodwa sinethimba lama-AI akhethekile asebenzisana. Isibonelo, i-ejenti eyodwa ingase ihlaziye idatha, enye iklame isu, bese eyesithathu isebenzise ukusetshenziswa, iphinda amandla eqembu labantu kodwa ngesivinini sedijithali.
Umthelela ekuthuthukisweni kwesofthiwe kanye nomjikelezo wokuphila kwekhodi
Ukuthuthukiswa kwesofthiwe cishe kungenye yemikhakha lapho umthelela ukhulu khona. Sisuka kubasizi abaphakamisa imigqa yekhodi siye kubameli abakwaziyo ukuphatha yonke impilo yokuthuthukiswa kwesofthiwe (i-SDLC). Amathuluzi athuthukile manje angathola imibiko yamaphutha, ahlaziye ikhodi yomthombo, aphakamise izixazululo, abhale izivivinyo, kanye nezicelo zokuvula ezilungele ukubuyekezwa ngabantu.
Lolu shintsho lubangela into exakile: ukubuyela ekulawulweni kokusebenza. Izinkampani eziningi ezazithembele ekuthengeni ngaphandle kwebhizinisi manje zibona i-AI ejenti njengendlela yokunciphisa izikweletu zobuchwepheshe nokuthuthukisa ikhwalithi yekhodi, zigweme izingibe ezivamile zokuthenga ngaphandle kwebhizinisi nokuqinisekisa ukuhambisana okuqinile nemithetho efana ne-GDPR.
Kulinganiselwa ukuthi ingxenye enkulu yabaholi be-IT ihlela ukwamukela la ma-ejenti njengendlela ehlukile yesu esikhundleni sentuthuko yeqembu lesithathu. Isihluthulelo lapha ukuhlanganiswa kwesistimu ; akukhona mayelana nokusebenzisa i-AI ukubhala umsebenzi ohlukanisiwe, kodwa mayelana nokuhlela izinqubo zokuthunyelwa kanye nokugcinwa kwazo zonke ngokuzimela.
Izinhlelo zokusebenza zangempela ezweni lebhizinisi
Ukuguquguquka kwalezi zinhlelo kuvumela ukuthi zisetshenziswe cishe kunoma yimuphi umkhakha. Emkhakheni wamabhange kanye nowezezimali , ama-ejenti angaqapha ukuthengiselana okusolisayo ngesikhathi sangempela futhi asebenzise izinqubo zokuvimbela ukukhwabanisa ngaphandle kokungenelela komuntu ngokushesha, okuhlinzeka ngokulandelela kanye nesivinini esingakaze sibonwe ngaphambili .
Kwezokunakekelwa kwempilo, ikhono lokuhlaziya idatha yezokwelapha nokuxhumanisa izindlela zokunakekelwa kwenza kube lula kakhulu kwezokwelapha ezenzelwe wena . Okwamanje, embonini nasekukhiqizeni, i-AI e-ejenti ithuthukisa imigqa yokukhiqiza ngokulungisa amapharamitha ngokushesha ukuze kuvinjelwe ukwehluleka ngaphambi kokuba kwenzeke.
Asikwazi ukukhohlwa ngenkonzo yamakhasimende. Asisakhulumi ngama-bot anikeza izimpendulo ezichazwe kusengaphambili, kodwa ngama-ejenti aphenya inkinga ohlelweni lwangaphakathi , aphathe ukubuyiselwa kwemali, futhi axazulule inkinga kusukela ekuqaleni kuze kube sekupheleni, akhuphukele ekubeni ngumuntu kuphela lapho ukwahlulela okuyinkimbinkimbi kuyadingeka ngempela.
Izingozi, izimiso zokuziphatha, kanye nokuphathwa kokuzimela
Akusikho konke ukukhanya kwelanga nezimbali; ukunikeza umshini ukuzimela kuthwala izingozi ezinkulu. Inkinga enkulu kakhulu ukubona izinto ezingekho . Uma i-chatbot iqamba amanga, kumane kungumyalezo oyiphutha; kodwa uma i-ejenti yomuntu ibona izinto ezingekho, ingasusa isizindalwazi noma ithumele i-imeyili engalungile kuklayenti elibalulekile, okuholela emthonjeni wangempela wokusebenza.
Ngaphezu kwalokho, kukhona inselele yokuphepha. I-ejenti enokufinyelela kuma-API iyindlela yokuhlasela engaba khona uma kwenzeka ukujova okusheshayo. Ngakho-ke, kubalulekile ukusebenzisa uhlaka lokwethembana nokuphatha olusekelwe esimisweni selungelo elincane: i-ejenti kufanele ibe nokufinyelela kuphela kulokho okudingekayo emsebenzini wayo.
Ukucaca kungenye insika eyisisekelo. Ukuze inkampani ithembe uhlelo oluzimele, kumele kuchazwe . Sidinga ukwazi ukuthi kungani i-ejenti yenze isinqumo futhi sikwazi ukuhlola leyo nqubo. Ukuqapha komuntu akunyamalali; kunalokho, kuguquka kube ungqimba lokuqinisekisa nokulawula amasu.
Indlela yokusebenzisa isu lokwamukelwa
Kuzinkampani ezifuna ukuthatha isinyathelo, kungcono ukungagxili ngaphandle kokwazi ukubhukuda. Kunconywa ukuthi uqale ngama -ejenti alungiselelwe kusengaphambili kumapulatifomu afana neMicrosoft Copilot noma iSalesforce Agentforce ukuze uqonde ukuguquguquka ngaphandle kokuthuthukisa konke kusukela ekuqaleni.
Uma isigaba sokuhlola sesiqediwe, isinyathelo esilandelayo ukuhlonza izinqubo lapho i-AI e-ejenti inikeza khona i -ROI ecacile : imisebenzi edinga izinyathelo eziningi, iyashintsha kuye ngomongo, futhi inezindleko eziphezulu zesandla. Ngemva kokuhlolwa okulawulwayo, ukuqaliswa kancane kancane kungaqala , kunciphisa ukugadwa njengoba uhlelo lubonisa ukuthembeka kwalo.
Njengoba siqhubekela phambili, sizobona ama-ejenti anenkumbulo eqinile kakhulu kanye nokuhlanganiswa okubushelelezi ngokusebenzisa amaphrothokholi ajwayelekile. Labo abaqonda ukuthi i-AI ayisekho nje ithuluzi lokukhiqiza, kodwa isendlalelo esisha sokwakhiwa kwebhizinisi , yibo abazoba nethuba lokuncintisana eminyakeni ezayo.
Ukushintshela kubasebenzi bedijithali lapho ukuzimela kanye nokucabanga kuhlanganisa khona imisebenzi yebhizinisi sekuvele kuyiqiniso. Ngokuhlanganisa ukwahlulela okubucayi kwabantu kanye namakhono okusebenza angapheli ama-ejenti, izinhlangano zifinyelela ukusebenza kahle kanye nokukhula okwakubonakala sengathi yindaba yesayensi kuze kube muva nje, kuguqula indlela isofthiwe edalwa ngayo kanye nokuphathwa kwamabhizinisi.