Kwinxalenye yokuqala yolu ngcelele, siye saseka utshintsho olusisiseko ukusuka kwi-generative ukuya kwi-arhente yobukrelekrele bokwenziwa. Siye saphonononga ukuba kutheni le nto itsiba ukusuka ekucebiseni ukuya ekusebenzeni ifuna isixhobo esitsha sezengqondo kunye nendlela yokwenza kubaphandi be-UX, abaphathi bemveliso, kunye neenkokeli. Sichaze i-taxonomy yokuziphatha kwe-arhente, ukusuka ekucebiseni ukwenza ngokuzimeleyo, sachaza iindlela ezibalulekileyo zophando, sichaza umngcipheko we-agenti sludge, kwaye samisela iimetriki zokuphendula ezifunekayo ukuhamba kulo mmandla mtsha. Sayigubungela into kwaye kutheni. Ngoku, sisuka kwisiseko ukuya kwi-functional. Eli nqaku libonelela ngendlela: iipatheni zoyilo olubambekayo, izikhokelo zokusebenza, kunye nezenzo zombutho ezibalulekileyo zokwakha iinkqubo zearhente ezingenamandla nje kuphela kodwa neziselubala, ezilawulekayo, nezifanele ukuthenjwa ngumsebenzisi. Ukuba uphando lwethu sisixhobo sokuxilonga, ezi patheni zisicwangciso sonyango. Zizinto ezisebenzayo esinokuthi ngazo sinike abasebenzisi umbono ocacileyo wolawulo, njengoko sinikezela nge-AI ukuzimela okungazange kubonwe ngaphambili. Injongo kukudala amava apho ukuzimela kuvakalelwa njengelungelo elinikezelwe ngumsebenzisi, kungekhona ilungelo elithathwe yinkqubo. Iipateni ezingundoqo ze-UX kwiiNkqubo ze-Agentic Ukuyila i-AI ye-arhente kukuyila ubudlelwane. Olu budlelwane, njengalo naluphi na ubambiswano oluyimpumelelo, kufuneka lwakhiwe kunxibelelwano olucacileyo, ukuqondana, kunye nemida esekiweyo. Ukulawula utshintsho ukusuka kwisiphakamiso ukuya kwisenzo, sisebenzisa iipateni ezintandathu ezilandela umjikelo wobomi osebenzayo wonxibelelwano lwe-arhente:
Isenzo sangaphambili (iNjongo yokuSekwa)Ujongo lwaPhambi kweNjongo kunye nokuDayela ngokuZimela qinisekisa ukuba umsebenzisi uchaza isicwangciso kunye nemida yearhente phambi kokuba kwenzeke nantoni na. Isenzo (Ukubonelela ngomxholo)Ingqiqo echazwayo kunye noMqondiso wokuzithemba ugcina ukungafihli ngelixa i-arhente isebenza, ibonisa "kutheni" kunye "nokuqinisekiswa kangakanani." Emva kwesenzo (uKhuseleko noBuyiselo) UPhicotho-zincwadi lwesenzo & Hlehlisa kunye neNdlela yokuNyusa ibonelela ngomnatha wokhuseleko kwiimpazamo okanye ukucaca okuphezulu.
Ngezantsi, siza kugubungela ipateni nganye ngokweenkcukacha, kubandakanywa iingcebiso zeemetriki zokuphumelela. Ezi thagethi ziimpawu ezimeleyo ezisekelwe kwimigangatho yoshishino; zilungelelanise ngokusekelwe kumngcipheko wakho wesizinda esithile. 1. Ukujongwa kwangaphambili kweNjongo: Ukucacisa i-What and How Le pateni ilingana nencoko yokuthi, "Nantsi into endiza kuyenza. Ngaba ulungile kuloo nto?" Ngumzuzu osisiseko wokufuna imvume kubudlelwane bomsebenzisi-arhente. Ngaphambi kokuba i-arhente ithathe naliphi na inyathelo elibalulekileyo, umsebenzisi kufuneka abe nokuqonda okucacileyo, okungacacanga malunga nento eza kwenzeka. Ukujongwa kwangaphambili kweNjongo, okanye isiShwankathelo seSicwangciso, simisela imvume enolwazi. Kukunqumama kwencoko phambi kwesenzo, ukuguqula ibhokisi emnyama yeenkqubo ezizimeleyo ibe yiplani ecacileyo, enokuphononongwa. I-Psychological UnderpinningUkubonisa isicwangciso ngaphambi kokuba isenzo sinciphise umthwalo wokuqonda kunye nokuphelisa ukumangaliswa, ukunika abasebenzisi umzuzu wokuqinisekisa ukuba i-arhente iyayiqonda ngokwenene injongo yabo. I-Anatomy yeNjongo Esebenzayo Ujongo lwangaphambili:
Ukucaca kunye nobuChwephesha Umboniso wangaphambili kufuneka ugaywe ngoko nangoko. Kufuneka ishwankathele izenzo eziphambili kunye neziphumo ngolwimi olulula, ukuphepha ijagoni yobugcisa. Umzekelo, endaweni yokuthi "Ukwenza umnxeba we-API ukukhansela_ukubhukisha (id: 4A7B)," kufuneka ithi, "Rhoxisa indiza i-AA123 eya eSan Francisco." Amanyathelo alandelelanayoUkusebenza kwamanyathelo amaninzi, umboniso kufuneka uchaze izigaba eziphambili. Oku kutyhila ingqiqo ye-arhente kwaye ivumela abasebenzisi ukuba babone imiba enokubakho kulandelelwano olucetywayo. Cacisa iintshukumo zoMsebenzisiUmboniso yindawo yesigqibo, hayi nje isaziso. Kufuneka ikhatshwe lukhetho olucacileyo. Lixesha lokungqubana kwangabom, ‘isantya esikhawulezayo’ kwinkqubo eyilelwe ukuqinisekisa ukuba umsebenzisi wenza ukhetho oluqinisekileyo, ngakumbi kwizenzo ezingenakurhoxiswa okanye ezikwizinga eliphezulu.
Masiphinde sijonge imeko yethu yomncedisi wokuhamba ukusuka kwindawo yokuqala yolu ngcelele. Sisebenzisa lo mncedisi osebenzayo ukubonisa indlela iarhente yokusingatha ukurhoxiswa kwenqwelomoya. I-arhente ifumene ukurhoxiswa kwendiza kwaye yenza isicwangciso sokubuyisela. Ujongo lwangaphambili lweNjongo luya kujongeka ngolu hlobo: Isicwangciso esicetywayo sokuphazamiseka kohambo lwakhoNdifumanise ukuba inqwelomoya yakho ye-10:05 AM irhoxisiwe. Nantsi into endiza kuyenza:Rhoxisa iFlight UA456Buyiselwa imali kwaye uqinisekise iinkcukacha zokurhoxisa.Bhukha kwakhona kwiFlight DL789Bhukha isihlalo esiqinisekisiweyo ngenqwelomoya engayekiyo ngo-2:30 PM, njengoko le iyinqwelomoya elandelayo efumanekayo engamisiyo enomoya.isihlalo esiqinisekisiweyo.Hlaziya ngokuBekiswa kweHoteleYazisa iMarriott ukuba uza kufika emva kwexesha.I-imeyile eHlaziyiweyo UhamboThumela inqwelomoya entsha kunye neenkcukacha zehotele kuwe kunye nomncedisi wakho, uJane Doe.[ Qhubeka nesi Sicwangciso ] [ Hlela iSicwangciso ] [ Yiphathe ngokwam ]
Lo mboniso uyasebenza kuba unika umfanekiso opheleleyo, ukusuka ekurhoxisweni ukuya kunxibelelwano, kwaye unikezela ngeendlela ezintathu ezihlukeneyo eziya phambili: imvume epheleleyo (Qhuba), umnqweno wokuguqulwa (Hlela iSicwangciso), okanye ukugqithisa ngokupheleleyo (Yiphathe ngokwam). Olu lawulo luneenkalo ezininzi lusisiseko sokuthembela.
Ukubekwa nini ngokuBalulekileyo lePateniLe pateni ayixoxisi ngayo nasiphi na isenzo esingenakujikwa (umzekelo, ukucima idatha yomsebenzisi), ibandakanya utshintshiselwano lwezemali lwalo naliphi na ixabiso, ukwabelana ngolwazi nabanye abantu okanye iinkqubo, okanye yenza utshintsho olubalulekileyo umsebenzisi angenako ukuluhlehlisa lula. Umngcipheko wokuNgaphandle koku, abasebenzisi baziva behlaselwe zizenzo ze-arhente kwaye baya kulivala isici ukuze baphinde balawule. Iimetriki zeMpumelelo:
IziCwangciso zoLwamkelo loLwamkelo olwamkelwe Ngaphandle koHlelo / Izicwangciso zizonke ezibonisiweyo. Okujoliswe kuko > 85%. Qhuba iFrequencyTotal Yiphathe ngokwam Ngokucofa / Itotali yezicwangciso ezibonisiweyo. Umlinganiselo> i-10% ibangela ukuphononongwa kwemodeli. Khumbula UkuchanekaIpesenti yabathathi-nxaxheba abanokuthi badwelise ngokuchanekileyo amanyathelo esicwangciso imizuzwana eyi-10 emva kokuba umboniso ufihliwe.
Ukusebenzisa oku kwiiNdawo eziPhakamileyo Ngelixa izicwangciso zokuhamba zisisiseko esinokunxibelelana, le pateni iba yimfuneko kwiindawo ezintsonkothileyo, ezinobunzima obukhulu apho impazamo ikhokelela ngaphezulu kokuphazamiseka komntu ohambahambayo. Uninzi lwethu lusebenza kwiindawo apho izigqibo ezingalunganga zinokukhokelela ekuphumeni kwenkqubo, ukubeka ukhuseleko lwesigulana emngciphekweni, okanye uninzi lwezinye iziphumo eziyingozi ezinokuzisa itekhnoloji engathembekanga. Cinga nge-DevOps Release Agent enikwe umsebenzi wokulawula iziseko zelifu. Kulo mxholo, iNjongo yokuJonga kwangaphambili isebenza njengomqobo wokhuseleko ngokuchasene nexesha lokuphumla ngengozi.
Kolu jongano, isigama esithile (Drain Traffic, Rollback) sithatha indawo yesiqhelo, kwaye izenzo zimbini kwaye zinefuthe. Umsebenzisi ugunyazisa utshintsho olukhulu lokusebenza ngokusekelwe kwingqiqo ye-arhente, kunokuba avume isiphakamiso. 2. Ukucofa ngokuZimela: Ukulinganisa ukuthembana ngoGunyaziso oluQhubelayo Bonke ubudlelwane obunempilo bunemida. I-Autonomy Dial yindlela umsebenzisi ayiseka ngayo kunye ne-arhente yabo, ichaza into abakhululekile ngayo kunye ne-arhente yokuphatha ngokwayo. Ukuthembela asikokutshintsha kokubini; yispectrum. Umsebenzisi unokuthembela kwi-arhente ukuphatha imisebenzi ephantsi ngokuzimeleyo kodwa afune ukuqinisekiswa okupheleleyo kwezigqibo eziphezulu. I-Autonomy Dial, uhlobo logunyaziso oluqhubela phambili, luvumela abasebenzisi ukuba babeke inqanaba labo elikhethiweyo lokuzimela kwe-arhente, babenze abathathi-nxaxheba abasebenzayo ekuchazeni ubudlelwane. I-Psychological UnderpinningUkuvumela abasebenzisi ukuba balungelelanise ukuzimela kwe-arhente kubanika indawo yolawulo, ebavumela ukuba bahambelane nokuziphatha kwenkqubo kunye nokunyamezela kwabo umngcipheko. UkuphunyezwaOku kunokuphunyezwa njengendawo elula, ecacileyo yokumisela ngaphakathi kwesicelo, ngokufanelekileyo ngokohlobo lomsebenzi ngamnye. Ukusebenzisa i-taxonomy kwinqaku lethu lokuqala, useto lunokuba:
Qwalasela & SugestNdifuna ukwaziswa ngamathuba okanye imiba, kodwa i-arhente ayisoze iphakamise isicwangciso. Cwangcisa kunye nesiphakamisoIarhente inokudala izicwangciso, kodwa kufuneka ndiphonononge yonke into phambi kokuba kwenziwe naliphi na inyathelo. Yenza ngokuQinisekisaKwimisebenzi eqhelekileyo, iarhente inokulungiselela iintshukumo, kwaye ndiya kunika isiqinisekiso sokugqibela sokuhamba/sokuhamba. Yenza ngokuzenzekela kwimisebenzi evunyiweyo ngaphambili (umzekelo, iintlawulo eziphikisanayo phantsi kwe-50 yeedola), i-arhente inokuzimela ngokuzimeleyo kwaye indazise emva kwenyani.
Umncedisi we-imeyile, umzekelo, unokuba nefowuni yokuzimela eyahlukileyo yokucwangcisa iintlanganiso kunye nokuthumela ii-imeyile egameni lomsebenzisi. Le granularity ingundoqo, njengoko ibonisa ubunyani obungenasiphelo bokuthenjwa komsebenzisi. Ukubeka nini ngokuPhambili Le Pateni Beka kuqala oku kwiinkqubo apho imisebenzi iyahluka ngokubanzi kumngcipheko kunye nokukhethwa komntu (umzekelo, izixhobo zolawulo lwemali, amaqonga onxibelelwano). Kubalulekile ekukhweleni, ukuvumela abasebenzisi ukuba baqale ngokuzimela okuphantsi kwaye bayandise njengoko ukuzithemba kwabo kukhula. Umngcipheko wokuMiselwaNgaphandle koku, abasebenzisi abafumana ukusilela okukodwa bayakulahla iarhente ngokupheleleyo kunokufowuna nje umva iimvume zayo. Iimetriki zeMpumelelo:
I-Trust DensityPercentage yabasebenzisi ngokwesetingi (umzekelo, 20% Sugges, 50% Confirm, 30% Auto). Ukubeka iChurnNumber yoSeto loTshintsho / Itotali yabasebenzisi abaSebenzisayo ngenyanga. I-high churn ibonisa ukuthembelaukuguquguquka.
3. Isizathu Esichazwayo: Ukuphendula Kutheni? Emva kokuthatha inyathelo, iqabane elilungileyo lichaza indlela abaqiqa ngayo. Lo mzekelo lunxibelelwano oluvulelekileyo olulandela isenzo, uphendula ngokuba kutheni? ngaphambi kokuba ibuzwe. "Ndenze loo nto kuba undixelele ngaphambili ukuba ukhetha u-X." Xa i-arhente isenza, ngakumbi ngokuzimeleyo, umbuzo ongxamisekileyo engqondweni yomsebenzisi uhlala uthi, Kwakutheni ukuze iyenze loo nto? Ipateni yengqiqo echazwayo iphendula lo mbuzo ngokukhawuleza, inika ulungelelwaniso oluthe ngqo lwezigqibo ze-arhente. Le ayisiyofayile yelog yobugcisa. Kwinqaku lam lokuqala kolu ngcelele, siye saxoxa ngoguqulelo lwenkqubo yokuqala kulwimi olujongene nomsebenzisi ukunqanda inkohliso. Lo mzekelo kukusetyenziswa ngokubonakalayo kwalo mgaqo. Iguqula ingqiqo ekrwada ibe yingcaciso efundeka ngumntu esekwe kukhetho oluchaziweyo lomsebenzisi kunye negalelo langaphambili. I-Psychological UnderpinningXa izenzo ze-arhente zichazwa, ziziva zinengqondo kunokuba zihlale, zinceda umsebenzisi ukuba akhe imodeli yengqondo echanekileyo yendlela i-arhente ecinga ngayo. Izizathu ezisebenzayo:
Isekelwe kwi-PrecedentEzona ngcaciso zingcono ziqhagamshela umva kumgaqo, ukhetho, okanye isenzo sangaphambili. Elula kunye ne-DirectAvoid ingqiqo enemiqathango enzima. Sebenzisa elula "Ngenxa yokuba uthe X, ndenze uY" isakhiwo.
Ukubuyela kumzekelo wohambo, emva kokuba inqwelomoya iphinde yabhukisha ngokuzimeleyo, umsebenzisi angakubona oku kwisondlo sakhe sesaziso: Ndiyibekile kwakhona inqwelomoya yakho erhoxisiweyo.Inqwelomoya eNtsha: Delta 789, iphuma ngo-2:30 PM. Kutheni ndithathe eli nyathelo:Inqwelo-moya yakho yoqobo irhoxisiwe yinkampani yenqwelomoya. Ukugunyazise kwangaphambili ukubhukisha kwakhona okuzimeleyo kosuku olunye, iinqwelo-moya ezingamisiyo.[Jonga Uhambo olutsha] [ Hlehlisa esi senzo ]
Ingqiqo icacile, iyakhuseleka, kwaye igxininisa ingcamango yokuba i-arhente isebenza ngaphakathi kwemida eyenziwa ngumsebenzisi. Uyibeka nini ngokuPhambili lePateni Yibeke phambili kuyo nayiphi na intshukumo yokuzimela apho ukuqiqa kungacacanga ngoko nangoko kumxholo, ngakumbi kwizenzo ezenzeka ngasemva okanye zibangelwa sisiganeko sangaphandle (njengomzekelo wokurhoxiswa kwenqwelomoya). Umngcipheko wokuNgaphandle koku, abasebenzisi batolika izenzo ezisemthethweni zokuzimela njengokuziphatha okungafunekiyo okanye 'iimpazamo,' zibathintele ekwenzeni imodeli yengqondo echanekileyo. Iimetriki zeMpumelelo:
Kutheni? Umthamo weTikitiInani lamatikiti enkxaso ephawulwe "I-Agent Behaviour - Ayicacanga" ngabasebenzisi be-1,000 abasebenzayo. Ingqiqo yoQinisekisoIpesenti yabasebenzisi abakala ingcaciso ‘njengeNcedo’ kwii-microsurveys zasemva kokudibana.
4. Umqondiso wokuzithemba Le pateni imalunga ne-arhente ezazi ngokwayo kubudlelwane. Ngokunxibelelana nokuzithemba kwayo, inceda umsebenzisi agqibe ngexesha lokuthembela kumgwebo wakhe kunye nexesha lokusebenzisa uhlolisiso oluthe kratya. Ukunceda abasebenzisi balungelelanise ukuthembela kwabo, iarhente kufuneka iveze ukuzithemba kwayo kwizicwangciso zayo kunye nezenzo. Oku kwenza ukuba imeko yangaphakathi ye-arhente ifundeke ngakumbi kwaye inceda umsebenzisi ukuba athathe isigqibo sokuba ahlolisise isigqibo ngokusondeleyo. Psychological UnderpinningSurfacing ukungaqiniseki kunceda ukunqanda ucalucalulo oluzenzekelayo, ukukhuthaza abasebenzisi ukuba bahlolisise izicwangciso zokuzithemba okuphantsi kunokuba bamkele ngokungaboniyo. Ukuphunyezwa:
I-Confidence ScoreIpesenti elula (umzekelo, Ukuzithemba: 95%) ingaba yisalathisi esikhawulezayo, esinokuskena. Isibhengezo soMdaInkcazo ecacileyo yendawo yobuchwephesha ye-arhente (umzekelo, uMda: Ukubhukisha ngohambo kuphela) inceda ukulawula ulindelo lwabasebenzisi kwaye ibathintele ekuceleni iarhente ukuba yenze imisebenzi engayilelwanga. I-Visual CuesI-checkmark eluhlaza ingabonisa ukuzithemba okuphezulu, ngelixa uphawu lombuzo olutyheli lunokubonisa ukungaqiniseki, lushukumisela umsebenzisi ukuba ahlolisise ngononophelo.
Uyibeka nini ngokuPhambili Le Pateni Beka phambili xa ukusebenza kwe-arhente kunokwahluka kakhulu ngokubhekiselele kumgangatho wedatha yegalelo okanye ukungacaciswa komsebenzi. Kubaluleke kakhulu kwiinkqubo zeengcali (umzekelo, izixhobo zonyango, abancedisi bekhowudi) apho umntu kufuneka ahlolisise ngokugqithisileyo imveliso ye-AI. Umngcipheko wokuNgaphandle koku, abasebenzisi baya kuba ngamaxhoba ocalucalulo oluzenzekelayo, ukwamkela ngokungaboniyo ukuzithemba okuphantsi, okanye ngokuxhalaba kabini umsebenzi wokuzithemba okuphezulu. Iimetriki zeMpumelelo:
Ulungelelwaniso lweNqaku loQingqo lwePearson phakathi kweNqanaba loNgqondo kunye neNqanaba loKwamkeleka koMsebenzisi. Ujoliso > 0.8. I-Scrutiny DeltaDifference phakathi kwexesha lokuphononongwa kwe-avareji yezicwangciso eziphantsi zokuzithemba kunye nezicwangciso zokuzithemba okuphezulu. Kulindeleke ukuba ibe positive (umzekelo, +12 imizuzwana).
5. UPhicotho-zincwadi lweentshukumo & Hlehlisa: Umnatha woKhuseleko olugqibeleleyo Ukuthembela kufuna ukwazi ukuba unokuchacha kwimpazamo. Ukuhlehlisaumsebenzi ngowona umnatha wokhuseleko wobudlelwane, uqinisekisa umsebenzisi ukuba nokuba iarhente ayiqondi kakuhle, iziphumo azikho yintlekele. Eyona ndlela inamandla yokwakha ukuzithemba komsebenzisi kukukwazi ukuguqula ngokulula isenzo somenzeli. Ilog eqhubekayo, efundeka lula yoPhicotho-zincwadi, eneqhosha elicacileyo Hlehlisa kuyo yonke into enokwenzeka, yeyona inetha yokhuseleko. Ithoba kakhulu umngcipheko obonwayo wokunika ukuzimela. Psychological UnderpinningUkwazi ukuba impazamo inokulungiswa lula kudala ukhuseleko ngokwasengqondweni, ikhuthaza abasebenzisi ukuba bathumele imisebenzi ngaphandle koloyiko lweziphumo ezingenakurhoxiswa. Uyilo lweZenzo eziLungileyo:
Umbono wexeshaIlog yolandelelwano lwazo zonke iintshukumo eziqaliswe yiarhente yeyona ifomathi inengqondo. Izalathi zeSimo esicacileyoBonisa ukuba ngaba isenzo sibe yimpumelelo, siyaqhubeka, okanye senziwe. I-Time-Limited UndosNgezenzo eziye zingajikwa emva kwenqaku elithile (umzekelo, ukubhukisha okungabuyiswayo), i-UI kufuneka inxibelelane ngokucacileyo ngeli xesha lefestile (umzekelo, Hlehlisa ikhoyo kangangemizuzu eli-15). Oku kungafihlwa malunga nemida yenkqubo kubaluleke kakhulu njengokukwazi ukuhlenga ngokwako. Ukunyaniseka xa into ethile isenziwa ngokusisigxina kwakha ukuthembana.
Uyibeka nini ngokuPhambili lePateniLe yipateni esisiseko ekufuneka iphunyezwe phantse kuzo zonke iinkqubo ze-arhente. Akukho nto ithethwayo ngokupheleleyo xa kusaziswa iimpawu ezizimeleyo okanye xa ixabiso lempazamo (ezemali, lezentlalo, okanye elinxulumene nedatha) liphezulu. Umngcipheko wokuNgaphandle koku, impazamo enye itshabalalisa ukuthembana ngokusisigxina, njengoko abasebenzisi beqonda ukuba abanayo umnatha wokhuseleko. Iimetriki zeMpumelelo:
Umyinge wobuyiseloIintshukumo ezingenziwanga / zizonke iintshukumo ezenziweyo. Ukuba iReversion Rate> 5% yomsebenzi othile, khubaza i-automation yaloo msebenzi. Uguqulo lomnatha woKhuseleko Ipesenti yabasebenzisi abaphucula ukuya kuthi ga ngokuzenzekela ngaphakathi kweentsuku ezisi-7 besebenzisa ngempumelelo Hlehlisa.
6. INdlela yokuNyusa: Ukuphatha ukungaqiniseki ngobubele Iqabane elikrelekrele liyalazi ixesha lokucela uncedo endaweni yokuqikelela. Lo mzekelo uvumela i-arhente ukuba iphathe ukungaqondakali kakuhle ngokunyuka kumsebenzisi, ebonisa ukuthobeka okwakhayo, kunokuba kubhubhise, ukuthembela. Neyona arhente iphambili iya kudibana neemeko apho ingaqinisekanga malunga nenjongo yomsebenzisi okanye eyona ndlela ilungileyo yokwenza. Indlela ekuphatha ngayo oku kungaqiniseki ngumzuzu ochazayo. I-arhente eyilwe kakuhle ayifuni; iyenyuka. I-Psychological UnderpinningXa i-arhente ivuma imida yayo kunokuba iqikelele, yakha ukuthembela ngokuhlonipha igunya lomsebenzisi kwiimeko ezingaqondakaliyo. Iipateni zokuKhuphuka zibandakanya:
Ukucela Ingcaciso“Uchazile ‘ngoLwesibini olandelayo.’ Ngaba uthetha umhla wama-30 kuSeptemba okanye ngowe-7 kaOktobha?” Sinikezela ngoKhetho "Ndifumene iinqwelomoya ezintathu ezihambelana nenqobo yakho. Yeyiphi ebonakala ingcono kuwe?" Ukucela ukungenelela koLuntuKumsebenzi ophezulu okanye onzima kakhulu, i-arhente kufuneka ibe nendlela ecacileyo yokungena kwingcali yomntu okanye i-arhente yenkxaso. Uncedo lunokuthi: "Le ntengiselwano ibonakala ingaqhelekanga, kwaye andiqinisekanga malunga nendlela emayiqhutywe ngayo. Ngaba ungathanda ukuba ndiyiphawule le nto ukuze i-arhente engumntu iphonononge?"
Uyibeka nini ngokuPhambili Le Pateni Beka phambili kwimimandla apho injongo yomsebenzisi inokudida okanye ixhomekeke kakhulu kumxholo (umzekelo, ukusebenzisana kolwimi lwendalo, imibuzo entsonkothileyo yedatha). Sebenzisa oku nanini na xa i-arhente isebenza ngolwazi olungaphelelanga okanye xa kukho iindlela ezininzi ezichanekileyo. Umngcipheko wokuNgaphandle koku, iarhente ekugqibeleni iya kwenza uqikelelo oluqinisekileyo, oluyintlekele oluhlukanisa umsebenzisi. Iimetriki zeMpumelelo:
Izicelo ze-Escalation FrequencyAgent zoNcedo / Itotali yeMisebenzi. Uluhlu olunempilo: 5-15%. UkuBuyiselwa kwakhona kweMpumelelo yeMisebenzi eGqithiweyo emva kokuNyusa / ukuNyusa ngokupheleleyo. Okujoliswe kuko > 90%.
Umzekelo Engcono Kwi Umngcipheko wokuqala I-Metric engundoqo Injongo yokujonga kwangaphambili Izenzo ezingenakurhoxiswa okanye zemali Umsebenzisi uziva evalelwe > 85% ireyithi yoKwamkelwa Ukucofa ngokuZimela Imisebenzi enamanqanaba ahlukeneyo engozi Ukulahlwa kwento iyonke Ukumisela iChurn Ingqiqo Echazwayo Imvelaphi okanye imisebenzi yokuzimela Umsebenzisi ubona iimpazamo “Kutheni?” Umthamo wetikiti Umqondiso wokuzithemba Iinkqubo zeengcali okanye eziphezulu I-automation bias Qwalasela iDelta Uphicotho lwesenzo & Hlehlisa Zonke iinkqubo ze-agency Ukuphulukana nokuthenjwa ngokusisigxina <5%Ireyithi yokubuyisela Indlela yokuNyusa Injongo yomsebenzisi engaqondakaliyo Ukuzithemba, uqikelelo oluyintlekele > I-90% yokuBuyisa iMpumelelo
Itheyibhile 1: Isishwankathelo seepateni ze-Agentic AI UX. Khumbula ukunyenyisa iimetrics ngokusekwe kumngcipheko wesizinda sakho kunye neemfuno. Ukuyila ukulungisa kunye noLungiso Oku kukufunda indlela yokucela uxolo ngokunempumelelo. Uxolo olulungileyo luyayivuma impazamo, lulungise umonakalo, kwaye uthembisa ukufunda kuyo. Iimpazamo azinakwenzeka; ziyinto engenakuphepheka. Impumelelo yexesha elide yenkqubo ye-ajenti ixhomekeke kancinci ekukwazini kwayo ukugqibelela kwaye ngakumbi ekukwazini kwayo ukuchacha kakuhle xa isilela. Isakhelo esomeleleyo sokulungiswa kunye nokulungiswa luphawu oluphambili, hayi ukucinga emva. Uxolo lwe-Empathic kunye noLungiso olucacileyo Xa i-arhente yenza impazamo, umyalezo wemposiso luxolo. Kufuneka iyilwe ngokuchanekileyo ngokwasengqondweni. Lo mzuzu lithuba elibalulekileyo lokubonisa ukuphendula. Ukusuka kumbono woyilo lwenkonzo, kulapho iinkampani zinokusebenzisa i-paradox yokubuyisela inkonzo: into eyenzekayo apho umthengi ofumana ukungaphumeleli kwenkonzo, elandelwa kukubuyiselwa ngempumelelo kunye novelwano, unokunyaniseka ngakumbi kunomthengi ongazange afumane ukusilela konke. Impazamo ephathwe kakuhle inokuba sisiganeko esinamandla sokwakha ukuthembana kunembali ende yokuphunyezwa okungenasiphako. Undoqo kukuphatha impazamo njengokuqhekeka kobudlelwane ekufuneka kulungiswe. Oku kubandakanya:
Yamkela ImposisoUmyalezo kufuneka uchaze ngokucacileyo kwaye ngokulula ukuba kwenziwe impazamo.Umzekelo: Ndikhuphe imali ngendlela engafanelekanga. Xela uLungiselelo olukhawulezileyoUlandele ngoko nangoko ngenyathelo lolungiso.Umzekelo: Ndisijikile isenzo, kwaye imali ibuyiselwe kwiakhawunti yakho. Nikezela ngeNdlela yoNcedo oloNgezelelweyoSoloko unikezela ngekhonkco elicacileyo kwinkxaso yabantu. Oku kunciphisa ukukhungatheka kwaye kubonisa ukuba kukho inkqubo yokuphendula ngaphaya kwe-arhente ngokwayo.
I-UI yokulungisa eyilwe kakuhle inokujongeka ngolu hlobo: Senze impazamo kutshintshelo lwakho lwamva nje.Ndiyaxolisa. Ndithumele i-$250 kwiakhawunti engalunganga.✔ Inyathelo loLungiso: Utshintshiselwano lubuyiselwe umva, kwaye i-$250 yakho ibuyiselwe.✔ Amanyathelo Alandelayo: Isiganeko sifakelwe ukuphononongwa kwangaphakathi ukusithintela ukuba singenzeki kwakhona.Ufuna uncedo olungakumbi? [ Qhagamshelana nenkxaso ]
Ukwakha iNjini yoLawulo ukwenzela uTshintsho oluKhuselekileyo Iipateni zoyilo ezichazwe ngasentla zizilawuli ezijongene nomsebenzisi, kodwa azikwazi ukusebenza ngokufanelekileyo ngaphandle kobume benkxaso yangaphakathi eyomeleleyo. Oku akukho malunga nokudala imiqobo yaseburhulumenteni; imalunga nokwakha inzuzo yeqhinga. Umbutho onenkqubo-sikhokelo yolawulo oluqolileyo unokuthumela iimpawu ze-arhente ezinebhongo ngakumbi ngesantya esikhulu kunye nokuzithemba, usazi ukuba iindlela zokugada eziyimfuneko zikhona ukunciphisa umngcipheko wophawu. Le njini yolawulo ijika ukhuseleko kuluhlu lokutshekisha lube yi-asethi ekhuphisanayo. Le njini kufuneka isebenze njengequmrhu lolawulo elisesikweni, i-Agenttic AI Ethics Council, equka umfelandawonye we-UX, uMveliso, kunye nobuNjineli, ngenkxaso ebalulekileyo evela kuMthetho, ukuThotyelwa, kunye neNkxaso. Kwimibutho emincinci, ezi ndima 'zeBhunga' zihlala ziwela kwisithathu esinye seMveliso, ubuNjineli, kunye noYilo olukhokelayo. Uluhlu lokuhlola uLawulo
Umthetho / Ukuthotyelwa Eli qela liyindlela yokuqala yokukhusela, ukuqinisekisa ukuba izenzo ezinokuthi ze-arhente zihlala ngaphakathi kwemida yolawulo kunye nezomthetho. Banceda ukuchaza iindawo ezinzima zokungahambeki kwisenzo sokuzimela. ImvelisoUmphathi wemveliso ngumphathi wenjongo ye-arhente. Bachaza kwaye babeke iliso kwimida yayo yokusebenza ngomgaqo-nkqubo wokuzimela osemthethweni obhala ukuba yintoni i-arhente kwaye engavumelekanga ukuba iyenze. Bangabanikazi beRejista yoMngcipheko we-Agent. UX uphandoEli qela lilizwi lokuthembela kunye nokuxhalaba komsebenzisi. Banoxanduva lwenkqubo eqhubekayo yokuqhuba izifundo zokulinganisa ukuthembela, iimvavanyo zokungaziphathi kakuhle, kunye nodliwano-ndlebe olusemgangathweni ukuqonda imodeli yengqondo eguqukayo yomsebenzisi ye-arhente. Ubunjineli Eli qela lakha iziseko zobuchule zokuthembela. Kufuneka bayile inkqubo yokugawulwa okuqinileyo, ukucofa-kanye ukuphelisa ukusebenza, kunye namagwegwe afunekayo ukuvelisa ingqiqo ecacileyo, ecacileyo. InkxasoLa maqela aphambili ngokusilela. Bamele baqeqeshwe kwaye baxhotyiselwe ukusingatha iziganeko ezibangelwa iimpazamo ze-arhente, kwaye kufuneka babe ne-feedback loop ngqo kwiBhunga le-Ethics ukunika ingxelo malunga neepatheni zokusilela kwihlabathi.
Esi sakhiwo solawulo kufuneka sigcine aiseti yamaxwebhu aphilayo, kubandakanywa iRejista yoMngcipheko we-Agent echonga ngokubonakalayo iindlela zokungaphumeleli ezinokubakho, ii-Action Audit Logs eziphononongwa rhoqo, kunye noXwebhu olusesikweni loMgaqo-nkqubo wokuZimela. Indawo eMakuqalwe kuyo: Indlela eQinweyo yeeNkokheli zeMveliso Kubaphathi beemveliso kunye nabaphathi, ukudibanisa i-AI ye-arhente kunokuziva ngathi ngumsebenzi omkhulu. Undoqo kukusondela kuyo kungekuko nje ukuphehlelelwa okukodwa, kodwa njengohambo olunezigaba lokwakha amandla obugcisa kunye nokuthembela komsebenzisi ngokuhambelanayo. Le maphu yendlela ivumela umbutho wakho ukuba ufunde kwaye ulungelelanise, uqinisekisa ukuba inyathelo ngalinye lakhelwe kwisiseko esomeleleyo. Inqanaba loku-1: uKhuseleko oluSiseko (Cebisa kwaye uCebise) Injongo yokuqala kukwakha isiseko sokuthembela ngaphandle kokuthatha umngcipheko omkhulu wokuzimela. Kule nqanaba, amandla e-arhente anqunyelwe kuhlalutyo kunye nesiphakamiso.
Sebenzisa iNjongo eqinileyo yolwalwa: Lo ngumzekelo wakho ongundoqo wokusebenzisana. Fumana abasebenzisi bekhululekile ngombono we-arhente equlunqa izicwangciso, ngelixa ugcina umsebenzisi kulawulo olupheleleyo lokubulawa. Yakha i-Action Audit & Hlehlisa iziseko: Nokuba i-arhente ayisebenzi ngokuzimeleyo okwangoku, yakha isikafula sobugcisa sokugawulwa kunye nokubuyisela umva. Oku kulungiselela inkqubo yakho yekamva kwaye kwakha ukuzithemba komsebenzisi ukuba umnatha wokhuseleko ukhona.
Inqanaba lesi-2: Ukuzilawula okuLungisiweyo (Sebenza ngokuQinisekisa) Nje ukuba abasebenzisi bekhululekile ngeziphakamiso zearhente, unokuqalisa ukwazisa ukuzimela okunomngcipheko ophantsi. Esi sigaba simalunga nokufundisa abasebenzisi indlela i-arhente ecinga ngayo kwaye ibavumele ukuba bazibekele isantya sabo.
Yazisa i-Autonomy Dial enesetingi ezilinganiselweyo: Qala ngokuvumela abasebenzisi ukuba banike iarhente amandla okuSebenza ngoQinisekiso. Sebenzisa ingqiqo ecacileyo: Kuwo onke amanyathelo alungiswayo yi-arhente, nikela ingcaciso ecacileyo. Oku kuphazamisa ingqiqo ye-arhente kwaye yomeleza ukuba isebenza ngokusekelwe kwizinto ezikhethwa ngumsebenzisi.
Inqanaba lesi-3: Ugunyaziso oluSebenzayo (Senze ngokuZimela) Eli linyathelo lokugqibela, elithathwa kuphela emva kokuba unedatha ecacileyo evela kwizigaba zangaphambili ezibonisa ukuba abasebenzisi bayayithemba inkqubo.
Yenza i-Action Autonomously kwimisebenzi ethile, evunywe kwangaphambili: Sebenzisa idatha esuka kwiSigaba sesi-2 (umzekelo, i-Proceed rates ephezulu, i-low Hle rates) ukuchonga isethi yokuqala yemisebenzi ephantsi enokuthi isebenze ngokupheleleyo. Ukubeka iliso kunye nokuphindaphinda: Ukuqaliswa kweempawu ezizimeleyo ayisosiphelo, kodwa isiqalo somjikelo oqhubekayo wokujonga ukusebenza, ukuqokelela impendulo yomsebenzisi, kunye nokucokisa umda we-arhente kunye nokuziphatha okusekelwe kwidatha yehlabathi langempela.
Yila njengeNqanaba loKhuseleko olugqibeleleyo Ukuvela kwe-AI ye-agetic imele umda omtsha kwintsebenziswano yabantu nekhompyutheni. Ithembisa ikamva apho itekhnoloji inokunciphisa ngokuqhubekayo imithwalo yethu kwaye ilungelelanise ubomi bethu. Kodwa eli gunya liza noxanduva olunzulu. Ukuzimela kuyimveliso yenkqubo yobugcisa, kodwa ukuthembeka kuyimveliso yenkqubo yoyilo. Umceli mngeni wethu kukuqinisekisa ukuba amava omsebenzisi ayilongozi yesakhono sobugcisa kodwa ngumxhamli ophambili. Njengeengcali ze-UX, abaphathi bemveliso, kunye neenkokeli, indima yethu kukusebenza njengamagosa aloo trust. Ngokuphumeza iipateni zoyilo ezicacileyo zolawulo kunye nemvume, ukuyila iindlela ezicingayo zokulungiswa, kunye nokwakha izikhokelo zolawulo ezomeleleyo, sidala iileveli zokhuseleko ezibalulekileyo ezenza i-AI ye-arhente isebenze. Asiyili nje ujongano; siyayila ubudlelwane. Ikamva lezinto eziluncedo ze-AI kunye nokwamkelwa kuxhomekeke kubuchule bethu bokuyila ezi nkqubo zintsonkothileyo ngobulumko, ukubona kwangaphambili, kunye nentlonipho enzulu yegunya eliphambili lomsebenzisi.
