I-WhatsApp ibe yinkosi yeziteshi Ukunxibelelana nabathengi baseLatin America, eSpain, nakwinxalenye enkulu yeYurophu: kuyakhawuleza, kuthe ngqo, kwaye abantu bayayisebenzisa imini nobusuku. Ingxaki ivela xa inkampani iqala ukufumana amakhulu okanye amawaka emiyalezo imihla ngemihla kwaye iqela lingakwazi ukulandelelana, iimpendulo zilibaziseka, kwaye intengiso ilahlekile ngenxa yokulibaziseka okanye ukungalungi okulula.
Ubukrelekrele bokwenziwa busetyenziswa kwiWhatsApp Ifika ngokuchanekileyo ukuze isombulule le ngxaki: ivumela impendulo ekhawulezileyo iimpendulo ezikrelekreleYenza imiyalezo ibe yeyakho kumthengi ngamnye kwaye ugcine iincoko eziluncedo iiyure ezingama-24 ngosuku, iintsuku ezisi-7 ngosuku, iintsuku ezisi-7 ngosuku, iintsuku ezisi-7 ngosuku, iintsuku ezisi-7 ngosuku, iintsuku ezisi-7 ngosuku, iintsuku ezisi-7 ngosuku, iintsuku ezisi-24 ngosuku, iintsuku ezisi-7 ngosuku, iintsuku ezisi-24 ngosuku, iintsuku ezisi-7 ngosuku, iintsuku ezisi-24 ngosuku, iintsuku ezisi-30 ngosuku, iintsuku ezisi-20 .... Ukusuka kwii-chatbots ze-FAQ ezisisiseko ukuya kwii-arhente eziphambili eziqhagamshelwe kwi-eCommerce okanye kwi-CRM, i-AI ayiseyiyo into entsha, kodwa yinxalenye ephambili yesicwangciso sedijithali esinzulu.
Kuthetha ukuthini ukunika iimpendulo ezisekelwe kwi-AI kwi-WhatsApp?
Xa sithetha ngeempendulo ezenzelwe wena eziqhutywa yi-AI kwi-WhatsApp Asithethi nje nge-bot ephendula ngokuzenzekelayo, okanye ngokulula Iimpendulo ezizenzekelayo kwi-WhatsApp Businesskodwa kwinkqubo ekwaziyo ukuqonda imeko, isebenzisa idatha yokwenyani yabathengi kwaye ilungelelanise umyalezo ngokusekelwe kwimbali yabo kunye nokuziphatha kwabo.
I-AI idibanisa iitekhnoloji ezahlukeneyo ezifana nokucutshungulwa kolwimi lwendalo (i-NLP), ukufunda koomatshini, kunye nohlalutyo lokuqikelela ukutolika oko umsebenzisi akubhalayo, ukubona injongo, ithoni, kunye nokungxamiseka, kunye nokuvelisa iimpendulo ezihambelana nelizwi lophawu. Xa lucwangciswe kakuhle, lunokuphendula imibuzo, lucebise iimveliso, lufumane iinqwelo zokuthenga ezilahliweyo, okanye luqalise iiphulo ezenzelwe wena.
Le ndlela idlula kakhulu kwiitekisi eziqhelekileyo Kwaye ewe, kukho iimpendulo ezikhawulezayo eziqhelekileyo. Inkqubo inokufikelela kwimbali yokuthenga, amatikiti enkxaso angaphambili, indawo, kunye nezinto ozikhethileyo ezigciniweyo, kwaye yenze imiyalezo ehambelana nemeko yangoku yomsebenzisi. Oku kwenza umthengi azive ngathi uthetha naye ngqo, nangona iyimodeli ye-AI ebhala umyalezo.
Undoqo kukufumana ibhalansi Phakathi kokwenziwa kwezinto ngokuzenzekelayo kunye nokusebenzisana kwabantu: I-AI kufuneka iphathe imibuzo ephindaphindayo, ukwahlulwahlulwa kwemiyalezo, kunye nolawulo lwabantu abaninzi, kodwa isoloko ineendlela ezicacileyo zokudlulisela incoko kwiarhente yokwenyani xa imeko ifuna oko, nokuba kungenxa yobunzima, ukuthambekela, okanye kuba nje umthengi eyicelile.
Kutheni ukwenza ngokwezifiso kwi-WhatsApp kwenza umahluko omkhulu?
Ukwenza ngokwezifiso akuseyona "nto eyongezelelweyo" intle.Idatha ibonisa ukuba umxholo othile womsebenzisi uguqula ngcono kakhulu kunomxholo oqhelekileyo. Iingxelo ezifana nezo zivela kwiHubSpot zibonisa ukuba imiyalezo eyenzelwe wena inokusebenza ngakumbi nge-42% ekuguquleni ii-leads zibe ngabathengi kunemiyalezo eqhelekileyo.
Kwi-WhatsApp, olu hlengahlengiso luguqulela Iimpendulo ziqwalasela imbali yencoko, ii-odolo zangaphambili, izinto onomdla kuzo, kunye nokuziphatha kwakutshanje. Ukuphendula umntu osandul' ukuthenga akufani nokuphendula umntu ongakhange athethe naye ixesha elide okanye oza kushiya inqwelo yokuthenga kwivenkile ekwi-intanethi.
Ukongeza, ipesenti ephezulu kakhulu yabathengi (Phantse ama-60%, ngokwezifundo ezahlukeneyo) bathi bakhetha kwaye baphinda ishishini ngeebhrendi ezibonelela ngamava ahambelana neemfuno zabo. Ngokwenyani, oku kuthetha ukukwazi ukuqikelela oko umthengi anokuyidinga, ukugcina ukuhambelana kuzo zonke iindlela zokunxibelelana, kunye nokusebenzisa ithoni ehambelana nebhrendi kunye neprofayili yomsebenzisi.
Ukuthembana kwakhiwe ngale ndlela ngokuchanekileyoXa umthengi ebona ukuba inkampani iyakhumbula ukuba ingubani, into eyenzileyo, kunye noko ikulindeleyo, kwaye iphendula ngokukhawuleza ngaphandle kokuvakala ngathi "yirobhothi ekopishayo kwaye uyincamathisele," ke i-AI eqeqeshwe kakuhle iba luqilima lokwenene kwiqela labantu, hayi indawo engenamsebenzi.
Ukulinganisa olu hlobo lokwenziwa komntu ngamnye kubalulekileAmanqanaba okuguqulwa, amaxesha okuphendula, ukwaneliseka kwabathengi, kunye nokuthengwa okuphindaphindiweyo kunceda ukulungisa inqanaba lokuzenzekelayo, imiyalezo esetyenzisiweyo, kunye namacandelo ajoliswe kuhlobo ngalunye lwempendulo, uhlengahlengiso rhoqo emva kweeveki ezimbalwa ukuqinisekisa ukuba inkqubo ayiphelelwa lixesha.
Indlela i-AI etshintsha ngayo indlela esibonelela ngayo ngenkonzo yabathengi nge-WhatsApp
Ukufika kwe-AI kwi-WhatsApp Itshintshe ngokupheleleyo indlela inkonzo yabathengi kunye nokuthengiswa okuphathwa ngayo ngencoko. Ngenxa ye-NLP, iimodeli zinokuqonda imibuzo enzima, iingcaciso zolwimi oluqhelekileyo, kunye neempazamo eziqhelekileyo zopelo lweselula, kwaye zisenokubonelela ngempendulo eluncedo.
Iarhente elungileyo ye-AI kwi-WhatsApp iyakwazi Ukuchonga injongo yokuthenga, ukwahlula imiyalezo ngokungxamisekileyo, ukwahlula inkxaso yobugcisa kulwazi lokuthengisa, kunye nokubeka phambili oko kufuna ingqalelo yomntu ngokukhawuleza. Oku kubaluleke kakhulu kwiinkampani ezinemiyalezo enyukayo (ukuthengisa, ukuqalisa, iiphulo ezihlawulelwayo) apho isiphithiphithi singalawula khona ngaphandle kwe-AI.
Enye inzuzo ephambili kukukwazi ukukhulisa ubungakanani bezinto ezisetyenzisiweyoNangona iqela labantu likwazi ukusingatha inani elilinganiselweyo leencoko ngaxeshanye, inkqubo ye-AI inokulawula amawaka eengxoxo ngaxeshanye ngelixa igcina ithoni ehambelanayo. Ngenxa yoko, imibuzo ephindaphindwayo ayize ibambeke emgceni, kwaye iqela labantu linokugxila kwiimeko zobuchule.
I-AI ikwadlala indima ebalulekileyo kuhlalutyoEzi nkqubo zirekhoda iimetrikhi ezifana nexesha eliphakathi lokuphendula okokuqala, iindlela zencoko eziguqula kakhulu, imiyalezo enamazinga aphezulu okushiya, kunye namagama angundoqo anxulunyaniswa nokuthenga okanye ukurhoxiswa. Ngale datha, inkampani inokuphucula icebo layo rhoqo.
Oko kukuba yonke into isebenze kakuhle. Kubalulekile ukuqeqesha i-AI ngemizekelo yehlabathi yokwenyani evela kuphawu: izikhokelo zesitayile, iincoko zangaphambili, ii-FAQ, iincwadana zangaphakathi, isiseko solwazi, njl. Okukhona imodeli ilungele ishishini, kokukhona "iimpendulo ezingaqhelekanga" ziya kunika kwaye kokukhona iya kufana nearhente yomntu oyingcali.
Izixhobo eziphambili kunye namaqonga e-AI kwi-WhatsApp
Kukho amaqonga aliqela akhethekileyo akhoyo kwimarike ekuziseni olu lwazi kwiWhatsApp, nganye igxile kuyo. Ezinye zijolise ngakumbi kwi-eCommerce, ezinye zijolise kwinkonzo yabathengi ngokubanzi, kwaye ezinye zijolise ekubekeni incoko kwindawo enye kwiindlela ezininzi.
I-Meta AI, njengesibophelelo esivela kwi-Meta ngokwayoIhlanganiswa kancinci kancinci kwi-WhatsApp ecosystem kunye neempawu zomncedisi ovelisayo ngaphakathi kwe-app. Kwamanye amazwe, iqhosha elizinikeleyo ngaphakathi kwe-interface liyavavanywa, eliza kuvula incoko nalo mncedisi ukuze abuze imibuzo, avelise umxholo, okanye akhangele ulwazi ngaphandle kokuphuma kwi-app.
Izisombululo ezifana neCarina AI okanye Gemini AI Bagxila ekucutshungulweni kolwimi lwendalo kunye nokulawula imiyalezo emininzi, benika iimpendulo ezihambelana nomxholo, ukubhalwa kwesandi, kunye nenkxaso yeendlela ezininzi ngaphandle kwesidingo sesiseko sobume esintsonkothileyo.
I-dialect, yona, yenzelwe ngokukodwa Kwi-e-commerce: idibana namaqonga evenkile ekwi-intanethi, ifikelela kwikhathalogu yemveliso kwaye iodole ngexesha langempela, izenzela ngokuzenzekelayo iiphulo (ezifana nezikhumbuzi zeenqwelo) kwaye ibeka iincoko zeWhatsApp kwindawo enye ukuze kube lula ukusebenza njengeqela.
Ezinye izisombululo ezisekelwe kwiimodeli eziphambili Iinkqubo ezifana neChatGPT, ezidityaniswe kwiWhatsApp ngee-API (umzekelo, ngababoneleli abanjengoTruora), zikuvumela ukuba ulawule iincoko zabantu abaninzi, ubone injongo yokuthenga, uhlukanise abaphulaphuli, kwaye ufikelele ebantwini xa kufunyenwe amatyala anzima. Kubalulekile nokuhlala unolwazi malunga notshintsho olufana nolu I-Copilot ilahlekelwe yi-WhatsApp ezichaphazela inkqubo yokudibanisa.
Ii-Chatbots kunye neearhente ze-AI zeenkampani ze-B2C
Kwiinkampani ze-B2C ezisingatha inani elikhulu lemiyalezoI-chatbot ye-WhatsApp ayiseyonto "emnandi ukuba nayo," kodwa yinto ebalulekileyo yokuthintela ukuwa kwenkqubo. Kwezi meko, i-AI isebenza njengesihluzi, umamkeli, kunye nenkxaso yenqanaba lokuqala ngaxeshanye.
Phakathi kwezona zibonelelo zibalulekileyo ze-chatbot kwi-WhatsApp Zigxininisa ukuncipha okukhulu kwexesha lokuphendula, ithuba lokubonelela ngenkonzo imini nobusuku, ukuphuculwa kwamava abathengi ngokuthintela ukulinda okungapheliyo, kunye nokwanda kwamathuba okuthengisa ngokusabela ngokukhawuleza xa umsebenzisi ekulungele ukuthenga.
Ii-chatbots eziyilwe kakuhle ziyakwazi Baphendula imibuzo ebuzwa rhoqo, bafanelekela abantu abakhokelayo ngokuqokelela idatha ebalulekileyo, babhalise izicelo zenkxaso ezilula, benze ukubhukisha, baqinisekise amadinga, kwaye banikezele ngokulandelela ii-odolo. Okwangoku, iqela labantu liphatha amabango abuthathaka, iingxoxo, kunye nokuvalwa kwentengiso okunzima.
Izixhobo zokulawula incoko ezifana neManyContacts Bafumana okungakumbi kwezi bots ngokubonelela ngedeshibhodi ebekwe kwindawo enye okanye ezingaphezulu zenombolo yeWhatsApp, enebhokisi yokungenayo ekwabelwana ngayo, isabelo sencoko esikhethekileyo seearhente, iilebheli, amanqaku angaphakathi, kunye nezibalo zokusebenza kweqela.
Kwicandelo elifana nokuthengisa, imfundo, okanye iinkonzoApho isantya nokucaca kubalulekile khona, olu hlobo lweqonga luguqula i-WhatsApp ibe yitshaneli ehlelekileyo nelinganisekayo ekwaziyo ukukhula ngaphandle kokufuna ukuba iqela liphindwe rhoqo emva kweenyanga ezimbalwa.
Amanyathelo abalulekileyo okwenza i-chatbot ye-WhatsApp esebenzisa i-AI
Ukudala i-chatbot ye-WhatsApp akusafuneki ukuba ube ngumphuhlisi ophezulu, njenge isikhokelo sokwenza iimpendulo ngokuzenzekelayoKukho amaqonga akuvumela ukuba usete isisombululo esisisiseko simahla okanye ngexabiso eliphantsi, ukuba unezona mfuno zincinci: iakhawunti ye-WhatsApp Business kunye nokufikelela kumboneleli we-API okanye umphathi wencoko.
Inkqubo idla ngokuqala ngeemfuno zokuqalaUkuze usebenzise i-WhatsApp Business Platform (i-API, kungekuphela nje usetyenziso), khetha umboneleli osemthethweni (uMboneleli weMeta Business Solution), kwaye ube nenombolo yefowuni engasetyenziswa kwenye iakhawunti yeWhatsApp. Emva koko, lungiselela iziqinisekiso, kwaye itshaneli ikulungele ukuqhagamshela kwi-AI.
Okulandelayo, kufuneka uchaze injongo ye-bot.Nokuba iza kugxila kwimibuzo ebuzwa rhoqo, inkxaso yobugcisa yenqanaba lokuqala, iziqinisekiso zokuba ngumqhubi, ukuthengiswa okuncediswayo, okanye umxube wazo zonke ezi zinto. Le nkcazo ikhokela uyilo lokuhamba kwencoko kwaye ithintela i-chatbot ekubeni "izame ukwenza yonke into kwaye ingenzi nto kakuhle."
Nje ukuba iinjongo zimiselwe, iimpendulo ezizenzekelayo ziyadalwa. kunye neearhente ze-AI, zibondla ngolwazi lokwenyani lweshishini: isiseko solwazi, imibuzo ebuzwa rhoqo, amaxwebhu angaphakathi, iimeko zokuthengisa, imigaqo-nkqubo yokubuyisela, njl. Ingcinga kukuba i-bot inokubamba incoko eluncedo ngaphandle kokufuna ukuyila idatha.
Ekugqibeleni, iyavavanywa, iyasebenza, kwaye ilungiselelwe.Kuqala ngeqela langaphakathi, emva koko neqela elincinci labathengi, kwaye xa imiba isonjululwe, ivulelekile kuye wonke umntu. Uphuculo luyaqhubeka: iincoko zokwenyani ziyajongwa, iimpendulo ziyalungiswa, kongezwa imibuzo emitsha ebuzwa rhoqo, kwaye iindlela zokwandisa ulwazi kubantu ziyaphuculwa.
Umzekelo ophucukileyo: iiarhente ze-AI kwi-WhatsApp ezine-API esemthethweni
Xa inkampani ifuna ukuya phambili Ukuze wenze iarhente ye-AI ephucukileyo ngokwenene, usebenza ngokuthe ngqo kwi-WhatsApp Business API esemthethweni ngoncedo lomboneleli wetekhnoloji okhethekileyo. Oku kuvumela inqanaba eliphezulu kakhulu lolawulo kunye nokudibanisa.
Ukuhamba kobugcisa okuqhelekileyo kulula ukukuqondaI-WhatsApp ifumana umyalezo, iwuthumele kwi-webhook (i-URL kwiseva yakho), isicelo sakho siwucubungula loo myalezo, sibuze imodeli yolwimi (efana neyase-OpenAI, eClaude, okanye kwabanye), sifumana impendulo, size siyithumele nge-API ukuze umsebenzisi ayibone kwincoko yakhe.
Imisebenzi enamandla ngakumbi inokwakhelwa phezu kwesi sikhokelo.: unxibelelwano ne-CRM ukuze ufumane idatha yabathengi, ukuhlanganiswa neqonga le-eCommerce ukujonga isitokhwe okanye ukuguqula ii-odolo, ukufikelela kwiinkqubo zokubhukisha, ukuthumela izaziso ezisebenzayo, njl.
Ukusingatha ezi ntlobo zezisombululo, ezi zilandelayo zihlala zisetyenziswa Iinkonzo zelifu ezifana neVercel, AWS, okanye iGoogle Cloud zivumela ukwandiswa ngokusekelwe kumthamo wemiyalezo. Umboneleli weMeta osemthethweni (umzekelo, iqabane elifana nePAI eLatin America) uhlala ephatha ukuseta, aqinisekise iakhawunti yeshishini, kwaye aqinisekise ukuthotyelwa kwemigaqo-nkqubo yeqonga.
Ngokwemigaqo yeshishini, le arhente ye-AI Ingasebenza njengomthengisi ongcono kakhulu ofumaneka iiyure ezingama-24 ngosuku, umamkeli ogqibeleleyo ongawulibaliyo umyalezo, kunye nomqhubi wenkxaso ongadinwayo kukuphendula umbuzo omnye izihlandlo eziliwaka, konke oku kuphantsi kweliso kwaye kunokwenzeka ukuba kungenelele abantu xa kuyimfuneko.
Uqwalaselo lwearhente ye-AI kunye neendlela zencoko
Impumelelo yenkqubo ye-AI kwi-WhatsApp Ayixhomekekanga kuphela kwimodeli esetyenzisiweyo, kodwa ikwaxhomekeke kwindlela eziyilwe ngayo ii-arhente ezibonakalayo kunye neendlela zencoko umsebenzisi aza kuzilandela. Olu yilo, ngandlela ithile, "luyilo" lwamava encoko.
Inyathelo lokuqala kukuchonga izizathu eziphambili zokunxibelelana: imibuzo malunga neemveliso, amaxabiso, isitokhwe, ukuthunyelwa, izikhalazo, inkxaso yobugcisa, ulwazi lwezifundo, ishedyuli yentlanganiso, njl. Isizathu ngasinye sinokukhokelela kwindlela eyahlukileyo yemiyalezo kwaye, ukuba kuyimfuneko, iarhente ekhethekileyo (intengiso, inkxaso, emva kokuthengisa…).
Okulandelayo, imiyalezo yokwamkela kunye nemenyu iyachazwa., ekhokela umsebenzisi ngeendlela ezicacileyo (“1 – Ndifuna ukuthenga”, “2 – Ndifuna uncedo nge-odolo”, njl.njl.), nangona ngenxa ye-NLP kungasanyanzelekanga ukusebenzisa amanani kuphela; i-AI inokuqonda amabinzana anje “Ndinengxaki ngokuthunyelwa kwam”.
Inyathelo elilandelayo kukuqeqesha iiarhente ze-AI Oku kunceda ekuchongeni amagama angundoqo, ukubona xa incoko iba nzima, nokufumanisa ukuba kunini apho kungcono ukuyisa incoko komnye umntu. Kweli nqanaba, imiyalezo ikwaphuculwa ukuze ibe mfutshane, ibe luncedo, kwaye ihambelane nendlela yokunxibelelana yophawu.
Okokugqibela, ukwahlulwahlulwa kunye nokubaluleka kuyacwangciswa.: imithetho eza kumisela ukuba zeziphi iincoko eziza kuqala, zeziphi izikhokelo ezishushu nezifanele ziye ngqo kwintengiso, zeziphi ezithathwa njengezingxamisekileyo (umzekelo, amabango e-inshorensi okanye iimeko ezingxamisekileyo zonyango) kunye nohlobo lwemibuzo enokulungiswa ngokupheleleyo yi-bot.
Iimpendulo ezizenzekelayo: iindlela ezilungileyo zokusebenza
Ukuphendula ngokuzenzekelayo kwi-WhatsApp akupheleli nje ekuphenduleni ngokukhawuleza nangayiphi na indlela.Ukuba i-automation ayisebenzi kakuhle, ukukhungatheka kunye nezikhalazo ziyanda. Ke ngoko, kuyacetyiswa ukuba ulandele uthotho lweendlela ezilungileyo ukuqinisekisa amava athambileyo naluncedo.
Enye yeengcebiso zokuqala kukulungiselela iimpendulo ezizodwa Kwimibuzo ebuzwa rhoqo: iiyure zokuvula, iindlela zokuhlawula, amaxesha okuhambisa, imigaqo-nkqubo yokutshintshiselana kunye neyokubuyisela, imeko ye-odolo, njl. Umbhalo kufuneka ucace, uqonde, kwaye kube lula ukuwuqonda kuye nawuphi na umsebenzisi.
Ukwenza ngokwezifiso ngokusebenzisa izinto eziguquguqukayo yenye intsikaUkusebenzisa igama lomthengi, ukubhekisa kwi-odolo yakhe yokugqibela, ukukhankanya isixeko sakhe, okanye ukukhumbula imveliso abeyijongile kwiintsuku ezimbalwa ezidlulileyo kwenza impendulo ivakale ngathi ayiyo yerobhothi kodwa ingumntu okhethekileyo.
Kukwacetyiswa ukuba imisebenzi ephindaphindwayo izenzekele ngokuzenzekelayo njengokuqinisekiswa kwee-aphoyintimenti, ukuthumela iirisithi, izaziso zokunyusa, izikhumbuzo zentlawulo, okanye uhlaziyo lwemeko ye-odolo oluzenzekelayo. Konke oku kusindisa iqela ixesha elininzi, kubavumela ukuba bagxile kwiimeko ezixabisa kakhulu.
Kubalulekile ukuba umsebenzisi ahlale enendlela ecacileyo eya emntwini.Xa ingxaki inzima, xa umthengi ephinda-phinda esithi akayiqondi impendulo, okanye xa i-bot ibona amagama angundoqo anxulumene nomsindo okanye ukungxamiseka, inkqubo kufuneka inike i-arhente yokwenyani ngaphandle kokumnyanzela ukuba "alwe" ne-chatbot.
Okokugqibela, ukulandelela imilinganiselo Imilinganiselo efana nesantya sokusombulula ngokuzenzekelayo, ulwaneliseko lwabathengi, okanye ixesha eliqhelekileyo lencoko likuvumela ukuba ucokise imiyalezo, ulungise ukuhamba, kwaye wongeze oomatshini abatsha njengoko iipateni zifunyanwa kwimibuzo.
Sebenzisa iimeko ngokwecandelo elinemiyalezo emininzi
Ayizizo zonke iindawo ezisebenzisa i-WhatsApp ngendlela efanayoNangona kunjalo, kukho iindlela ezicacileyo kwezo shishino apho inani lemiyalezo liphezulu kakhulu kwaye i-AI inokuba negalelo elikhulu.
Umzekelo, kwishishini leemotoIinkampani ezithengisa iimoto kunye neenkampani eziqeshisa iimoto zisebenzisa ii-chatbots ukuphendula ngokukhawuleza kwizicelo zeekowuteshini, ukubonelela ngolwazi malunga nokufumaneka kweemodeli, ukucwangcisa iidrives zovavanyo, kunye nokulandelela amaqela anomdla. Ngeethegi kunye nemithetho yokunikezelwa kweenkonzo, kunokwenzeka ukwahlula phakathi kwee-leads ezintsha, abathengi abathethathethwano, kunye nenkonzo yasemva kokuthengisa.
Kwivenkile kunye norhwebo lwe-elektronikiI-AI idla ngokusingatha imibuzo malunga nokuthunyelwa, ukubuyiselwa, ubungakanani, ukuhambelana kwemveliso, kunye nemeko ye-odolo. Ngexesha leentengiso okanye iiphulo zokukhuthaza, ithintela ukuxinana kweenkqubo kwaye inceda ukuqinisekisa ukuba ukunyusa ngokwenene kuguqulela ekuthengiseni endaweni yokuxinanisa iqela lenkxaso.
Kwimfundo, zombini amaziko oqeqesho kunye nee-academies Basebenzisa i-WhatsApp ene-AI ukulawula ubhaliso, ukuphendula imibuzo malunga nezifundo, ukunxibelelana ngeeshedyuli, ukuthumela izikhumbuzo zentlawulo, kunye nokulungelelanisa iintlanganiso nabafundisi-ntsapho kunye nabacebisi. Ngexesha lokubhalisa, olu ncedo oluzenzekelayo alunakuphikiswa.
Kwiinkonzo zobungcali ezifana ne-inshurensi, impilo, uthutho okanye ezezimaliI-AI inceda ekubekeni phambili iimeko ezingxamisekileyo, ukwahlula imiyalezo ngohlobo lwesiganeko, ukwandisa iimeko ezibuthathaka, kunye nokugcina irekhodi ecacileyo yayo yonke into exoxwe ngayo. Imbali edibeneyo ithintela iimpazamo kwaye ivumela iiarhente ezahlukeneyo ukuba ziqalise incoko nazo zonke iimeko ezikhoyo.
Yenza unxibelelwano lwe-omnichannel lube kwindawo enye
Lawula i-WhatsApp ngaxeshanye nezinye iziteshi (i-imeyile, imidiya yoluntu, incoko yewebhu...) ngaphandle kwesixhobo esiphambili yindlela yokudala isiphithiphithi: imiyalezo ephindaphindwayo, iimpendulo ezingahambelaniyo, abathengi besuka kwelinye ijelo baye kwelinye kwaye kufuneka baphinde ibali labo.
Amaqonga e-inbox adibeneyo asombulula le ngxaki Ngokuhlanganisa zonke iincoko ndawonye kwiphaneli enye, nokuba zingene njani, ungabela iincoko, wongeze amanqaku, ubhale amathegi kubafowunelwa, uhluze ngokwesimo okanye ukubaluleka, kwaye ujonge izibalo zexesha langempela.
Kwimeko ethile yeWhatsAppEzi zisombululo zikuvumela ukuba uqhagamshele inombolo enye okanye ezingaphezulu, nto leyo eluncedo kwiinkampani ezahlulahlula inkonzo yokuthengisa, inkxaso, kunye nenkonzo yasemva kokuthengisa, okanye ezifumaneka kumazwe ahlukeneyo. Iqela lonke lingabona okwenzekayo, lithintele iimpendulo eziphikisanayo okanye izikhewu ezingajongwanga.
Enye inzuzo ecacileyo yokuhlanganisa yonke into kukufikelela kwidathaI-CRM, izixhobo zohlalutyo, iinkqubo zokuthengisa amatikiti, kunye namaqonga e-eCommerce adityanisiwe, akuvumela ukuba ulinganise amaphulo, uhlalutye imveliso yeqela, kwaye ufumane imiqobo kwinkonzo yabathengi.
Kumaqela e-B2C agxile kwiziphumoLo mbono wehlabathi lonke ungowegolide ecocekileyo: abasebenzi banokuhlengahlengiswa ngokwemfuno yokwenyani, amaxesha abalulekileyo anokufunyanwa, iintlobo zemibuzo exakekisa iqela zinokuqondwa, kwaye izigqibo zinokwenziwa malunga nokuba yintoni ekufuneka yenziwe ngokuzenzekelayo kuqala nge-AI ukuze kubekho impembelelo enkulu.
Iimpazamo eziqhelekileyo xa kudalwa i-WhatsApp chatbot
Ukusebenzisa iarhente ye-AI kwi-WhatsApp ngaphandle kwesicwangciso esilungileyo Idla ngokuphelela ekuphoxekeni kwishishini nakubathengi. Kukho iimpazamo ezininzi eziqhelekileyo ekufuneka ziphetshwe kwasekuqaleni.
Enye yeempazamo eziqhelekileyo kukusebenzisa kakhulu iimpendulo eziqhelekileyo. ezingawuphenduliyo umbuzo wokwenyani. Imiyalezo engacacanga okanye ekhuthaza kakhulu, xa umsebenzisi efuna ulwazi oluthile, ibangela ukwaliwa kwaye yandise inani leencoko eziphela ngezikhalazo.
Kwakhona yingxaki ukungachazi kakuhle indlela yokudluliselwa ebantwiniUkuba i-bot iyaqhubeka nokuphendula xa ingenalo olunye uncedo olungaphezulu, umthengi uziva ngathi ixesha lakhe liyachithwa. Imithetho ecacileyo yokunyusa, kunye nomyalezo ocacileyo ofana nothi "Ndiza kukuxelela umntu osebenza naye," yenza umahluko omkhulu.
Ukunqongophala kokwenza izinto ngokwezifiso yenye indlela eqhelekileyoUkuba idatha esisiseko efana negama lomthengi, imbali, okanye ulwimi olukhethwayo ayisetyenziswanga, i-chatbot ibonwa njengebandayo nekude. Ukudibanisa iinguqu eziguqukayo kunye nokwahlulahlula ithoni okanye umxholo ngokohlobo lomsebenzisi kuyayiphucula ngoko nangoko le ndlela yokubona izinto.
Ekugqibeleni, iiprojekthi ezininzi ziyasilela ngenxa yokunqongophala kolondolozo.Bayayibeka i-bot, bayiqalise, baze bayilibale. Isiphumo kukuba iimpendulo ziphelelwa lixesha, abaziqokeleli imibuzo emitsha ebuzwa rhoqo, kwaye amava omsebenzisi ayawohloka ngokuhamba kwexesha. Ukujonga rhoqo imilinganiselo kunye neencoko zokwenyani kubalulekile.
Iindleko, ukonga kunye nembuyekezo kutyalo-mali
Kukho inkolelo ebanzi yokuba ukwenza i-WhatsApp ngokuzenzekelayo nge-AI kubiza kakhulu.Nangona kunjalo, xa kuthelekiswa neendleko zeqela labantu abazinikeleyo, i-equation icaca ngokukhawuleza. Iqela elincinci leearhente ezisebenza ixesha elizeleyo libiza amawaka ee-euro ngenyanga, ngelixa inkqubo ye-AI esebenza kwi-API inokugcinwa ngexabiso eliphantsi kakhulu.
Ukuba ixabiso libalwa ngokwengxoxo nganye ephathwayoUmahluko ubonakala ngakumbi: iarhente ye-AI inokuphendula kumawaka eentsebenziswano zemihla ngemihla ngaphandle kokuba iindleko zinyuke kakhulu, kwaye "isebenzisa" kuphela izixhobo ezongezelelweyo xa isebenzisa kakhulu iimodeli eziphambili okanye ukuhlanganiswa okuntsonkothileyo.
Ukongeza kwimali egciniweyo ngqoKukho impembelelo entle kwingeniso: iimpendulo ezikhawulezileyo ngamaxesha abalulekileyo, ukubuyiswa kweenqwelo ezilahliweyo, ukulandelwa ngokukhawuleza kwee-hot leads okanye inkxaso ekhawulezileyo yokuthintela imbuyekezo engeyomfuneko kunokunyusa utshintsho phakathi kwe-15% kunye ne-25% kwezinye iimeko.
Ukuphucula ulwaneliseko lwabathengi kukwathetha Oku kuthetha ukuthembeka okukhulu kwabathengi kunye neengcebiso, into exabisa imali eninzi, okanye ngaphezulu kokonga ukusebenza kwixesha eliphakathi. Inkonzo yabathengi ekhawulezileyo neqhubekayo inciphisa izikhalazo zikawonke-wonke, uphononongo olubi, kunye noqhagamshelwano oluphindaphindwayo ngeendlela ezahlukeneyo ukwenza ibango elifanayo.
Kwiinkampani ezifuna amanani acacileyoAmaqonga amaninzi anikezela ngeekhalkhuletha ze-ROI eziqikelela impembelelo yokusebenzisa iarhente ye-AI ngokusekelwe kubungakanani bemiyalezo, iindleko zabasebenzi zangoku, kunye namazinga okuguqulwa aqikelelweyo. Asiyosayensi echanekileyo, kodwa inceda ekwenzeni izigqibo ezinolwazi.
Amanyathelo acwangcisiweyo okuqalisa kwi-eCommerce
Ukuba unevenkile ekwi-intanethi kwaye ucinga ngokufaka i-AI kwi-WhatsAppEyona ndlela ifanelekileyo kukuyicwangcisa ngokwezigaba, uqale ngento enefuthe elikhulu nengenabunzima kangako.
Okokuqala, kuyimfuneko ukuhlalutya ukusebenzisana kwangokuYeyiphi imibuzo ebuzwa rhoqo, zingaphi imiyalezo oyifumanayo imihla ngemihla, kuthatha ixesha elingakanani ukuphendula, kwaye ngawaphi amaxesha emini apho umsebenzi uphezulu khona? Oku kuya kukuxelela ukuba iingxaki ezinkulu zikuphi kwaye yintoni omawuyenze ngokuzenzekelayo kuqala.
Emva koko kufuneka ukhethe isixhobo esifanelekileyo okanye indibaniselwano yezixhoboIsenokuba liqonga le-eCommerce elikhethekileyo njengeDialecto, umboneleli we-WhatsApp API onamaqabane obuchwephesha ukukuxhasa, okanye i-suite yonxibelelwano ebanzi ukuba sele ulawula ezinye iindlela.
Inyathelo lesithathu kukucwangcisa idatha yeshishiniIkhathalogu ehlaziyiweyo, imigaqo-nkqubo ecacileyo, isiseko sedatha sabathengi esiphakathi, imithetho echaziweyo yokwenza ngokwezifiso. I-AI iya kuba ntle kuphela ngolwazi olufumanayo, ngoko ke kufanelekile ukuchitha ixesha kule nkalo.
Ukuphunyezwa kufuneka kwenziwe kancinci kancinci.Qala ngokuzenzekela iimpendulo kwi-FAQs uze u-odole uhlaziyo lwemeko, uze wongeze izikhumbuzo zenqwelo, iiphulo ezijoliswe kuzo, kunye neendlela zokusebenza eziphambili. Kuyo yonke le nkqubo, gcina ukhetho lokuthetha nomntu ophilayo lubonakala ngokucacileyo.
Okokugqibela, ilinganisa rhoqoIxesha lokuphendula, ipesenti yemibuzo esonjululwe ngaphandle kokungenelela komntu, ixabiso lee-odolo ezivela kwi-WhatsApp, ulwaneliseko lwabasebenzisi, njl. Ngale datha, ungaqhubeka nokwandisa okusebenzayo nokulungisa okungasebenziyo.
Indibaniselwano ye-AI kunye ne-WhatsApp Ichaza ngokutsha indlela amashishini anxibelelana ngayo nabathengi bawo: impendulo ekhawulezileyo, ukwenziwa ngokwezifiso ngokusekelwe kwidatha yokwenyani, ukufumaneka ngokupheleleyo, kunye nokukwazi ukwandisa ngaphandle kokuphazamisa amava. Ngecebo elicacileyo, izixhobo ezifanelekileyo, kunye nomlinganiselo wophuculo oluqhubekayo, naliphi na ishishini linokuyiguqula le ndlela ibe yenye yezona zinto ziphambili eziqhuba ukuthengisa kunye nokuthembeka kwabathengi.
