Atceros, k\u0101 pirms gadiem desmit zvan\u012b\u0161ana uz klientu atbalsta centru bija vesels p\u0101rbaud\u012bjums. Gaid\u012b\u0161ana bezgal\u012bg\u0101 rind\u0101, m\u016bzika, kas dzen izmisum\u0101, un tad \u2013 saruna ar operatoru, kur\u0161, visticam\u0101k, jau simto reizi dien\u0101 atk\u0101rto vienu un to pa\u0161u scen\u0101riju. Frustr\u0113jo\u0161i. Bet \u0161odien aina main\u0101s, un pie vainas ir tehnolo\u0123ija, kas k\u0101dreiz \u0161\u0137ita zin\u0101tnisk\u0101s fantastikas cien\u012bga. M\u0113s run\u0101jam par to, k\u0101du lomu sp\u0113l\u0113 m\u0101ksl\u012bgais intelekts klientu apkalpo\u0161an\u0101<\/b>, p\u0101rv\u0113r\u0161ot \u0161o nozari l\u012bdz nepaz\u012b\u0161anai. T\u0101 vairs nav tikai n\u0101kotnes v\u012bzija, tas ir instruments, kas jau tagad \u013cauj uz\u0146\u0113mumiem str\u0101d\u0101t gudr\u0101k, nevis smag\u0101k, un pied\u0101v\u0101t klientiem pieredzi, kas ir \u0101tra, personaliz\u0113ta un, pats galvenais, efekt\u012bva. T\u0101p\u0113c aizmirstiet visu, ko dom\u0101j\u0101t zin\u0101m par klientu servisu, jo sp\u0113les noteikumi ir main\u012bju\u0161ies.<\/p>\nIevads: M\u0101ksl\u012bgais intelekts klientu apkalpo\u0161an\u0101 \u2013 n\u0101kotne jau \u0161odien<\/h2>\n
Daudzi joproj\u0101m uzskata m\u0101ksl\u012bgo intelektu (AI) par kaut ko abstraktu un nesasniedzamu, k\u0101du sare\u017e\u0123\u012btu konceptu no Holivudas film\u0101m. Realit\u0101te? T\u0101 ir daudz piezem\u0113t\u0101ka un praktisk\u0101ka. M\u0113s ar to saskaramies katru dienu \u2013 no viedt\u0101lru\u0146a ieteikumiem l\u012bdz straum\u0113\u0161anas servisu pied\u0101v\u0101taj\u0101m film\u0101m. Un klientu apkalpo\u0161anas sf\u0113ra ir viena no t\u0101m, kur AI ien\u0101k\u0161ana ir visstrauj\u0101k\u0101 un ar visliel\u0101ko potenci\u0101lu. Vairs nav runa par to, vai uz\u0146\u0113mumi izmantos AI, bet gan kad un k\u0101. Tie, kas vilcin\u0101sies, vienk\u0101r\u0161i atpaliks. Jo klienti k\u013c\u016bst pras\u012bg\u0101ki. Vi\u0146i sagaida t\u016bl\u012bt\u0113jas atbildes, personaliz\u0113tu pieeju un pieejam\u012bbu 24\/7. Un, god\u012bgi sakot, cilv\u0113ku komanda viena pati to vairs nesp\u0113j nodro\u0161in\u0101t. Tie\u0161i \u0161eit talk\u0101 n\u0101k AI, pied\u0101v\u0101jot risin\u0101jumus, kas automatiz\u0113 rut\u012bnas uzdevumus, analiz\u0113 milz\u012bgu datu apjomu un pal\u012bdz veidot daudz cie\u0161\u0101kas attiec\u012bbas ar klientu.<\/p>\n
Vienk\u0101r\u0161a atbilde ir \u2013 izdz\u012bvo\u0161ana. M\u016bsdienu konkurences apst\u0101k\u013cos izcils klientu serviss ir k\u013cuvis par vienu no galvenajiem atsl\u0113gas faktoriem, kas at\u0161\u0137ir veiksm\u012bgu uz\u0146\u0113mumu no viduv\u0113j\u012bbas. Klients, kur\u0161 j\u016btas sadzird\u0113ts un nov\u0113rt\u0113ts, ne tikai atgriez\u012bsies, bet ar\u012b ieteiks j\u016bsu pakalpojumus citiem. AI nav br\u012bnumn\u016bji\u0146a, bet tas ir sp\u0113c\u012bgs r\u012bks, kas dod iesp\u0113ju sasniegt \u0161o m\u0113r\u0137i ar maz\u0101kiem resursiem. Tas ir par sp\u0113ju apstr\u0101d\u0101t t\u016bksto\u0161iem piepras\u012bjumu vienlaic\u012bgi, m\u0101c\u012bties no katras interakcijas un pied\u0101v\u0101t risin\u0101jumus, pirms klients visp\u0101r ir sapratis, ka vi\u0146am ir probl\u0113ma. Aizmirstiet par noguru\u0161iem operatoriem un gar\u0101m gaid\u012b\u0161anas rind\u0101m. N\u0101kotne pieder gudrai, automatiz\u0113tai un efekt\u012bvai sazi\u0146ai.<\/p>\n
Iedom\u0101jieties, ka j\u016bsu komanda vairs net\u0113r\u0113 stundas, atbildot uz vieniem un tiem pa\u0161iem jaut\u0101jumiem: “K\u0101ds ir mans pas\u016bt\u012bjuma statuss?”, “K\u0101das ir pieg\u0101des izmaksas?” vai “K\u0101 es varu atiestat\u012bt paroli?”. \u0160ie ir tipiski, atk\u0101rtojami uzdevumi, kurus AI var paveikt acumirkl\u012b, atbr\u012bvojot j\u016bsu darbinieku laiku daudz sare\u017e\u0123\u012bt\u0101k\u0101m un rado\u0161\u0101k\u0101m probl\u0113m\u0101m, kur nepiecie\u0161ama cilv\u0113ciska iej\u016bt\u012bba. Tas noz\u012bm\u0113, ka maz\u0101ka komanda var paveikt vair\u0101k. Daudz vair\u0101k. Un tas tie\u0161\u0101 veid\u0101 ietekm\u0113 izmaksas. Samazin\u0101s nepiecie\u0161am\u012bba p\u0113c liel\u0101m biroja telp\u0101m, apm\u0101c\u012bbu izdevumi un, protams, person\u0101la main\u012bbas rad\u012btie zaud\u0113jumi. Invest\u012bcijas AI sist\u0113m\u0101s s\u0101kum\u0101 var \u0161\u0137ist lielas, bet ilgtermi\u0146\u0101 ieguvums ir ac\u012bmredzams \u2013 optimiz\u0113ti procesi, laim\u012bg\u0101ki darbinieki un zem\u0101kas operat\u012bv\u0101s izmaksas.<\/p>\n
Nekas nav kaitino\u0161\u0101k k\u0101 sa\u0146emt visp\u0101r\u012bgu e-pastu, kas s\u0101kas ar “Cien\u012bjamais klient!”. M\u0113s visi v\u0113lamies justies \u012bpa\u0161i. Un tie\u0161i \u0161eit atkl\u0101jas, k\u0101 m\u0101ksl\u012bgais intelekts uzlabo klientu pieredzi<\/b>. AI sp\u0113j analiz\u0113t klienta iepriek\u0161\u0113jo pirkumu v\u0113sturi, sazi\u0146as stilu, intereses un pat noska\u0146ojumu, lai pied\u0101v\u0101tu patiesi personaliz\u0113tu komunik\u0101ciju. Piem\u0113ram, e-veikals var autom\u0101tiski ieteikt produktus, kas klientam var\u0113tu patikt, balstoties uz vi\u0146a iepriek\u0161\u0113jiem skat\u012bjumiem. Klientu atbalsta \u010datbots var uzrun\u0101t klientu v\u0101rd\u0101 un jau zin\u0101t vi\u0146a pas\u016bt\u012bjuma numuru, pirms vi\u0146\u0161 to ir pasp\u0113jis uzrakst\u012bt. \u0160\u012b sp\u0113ja paredz\u0113t vajadz\u012bbas un pied\u0101v\u0101t individu\u0101lus risin\u0101jumus ir tas, kas veido lojalit\u0101ti. Klients vairs nav tikai numurs sist\u0113m\u0101; vi\u0146\u0161 ir indiv\u012bds ar unik\u0101l\u0101m v\u0113lm\u0113m, un AI pal\u012bdz mums to atcer\u0113ties.<\/p>\nNep\u0101rtraukta pieejam\u012bba un \u0101tra atbildes reakcija<\/h2>\n
M\u016bsdienu pasaule negu\u013c. Klienti iep\u0113rkas nakt\u012bs, uzdod jaut\u0101jumus agros r\u012btos un sagaida atbildes nekav\u0113joties. Nodro\u0161in\u0101t diennakts klientu atbalstu ar cilv\u0113ku komandu ir ne tikai d\u0101rgi, bet praktiski neiesp\u0113jami maziem un vid\u0113jiem uz\u0146\u0113mumiem. AI \u0161o probl\u0113mu atrisina. T\u0113rz\u0113\u0161anas roboti un virtu\u0101lie asistenti ir pieejami 24\/7\/365, bez br\u012bvdien\u0101m un kafijas pauz\u0113m. Vi\u0146i sp\u0113j atbild\u0113t uz simtiem piepras\u012bjumu vienlaic\u012bgi, nodro\u0161inot, ka neviens klients nepaliek bez uzman\u012bbas. Un \u0101trums ir iz\u0161\u0137iro\u0161s. P\u0113t\u012bjumi r\u0101da, ka klienti ir daudz apmierin\u0101t\u0101ki, ja sa\u0146em atbildi da\u017eu sekun\u017eu vai min\u016b\u0161u laik\u0101, nevis stundu vai dienu. T\u016bl\u012bt\u0113ja reakcija rada uztic\u012bbu un par\u0101da, ka uz\u0146\u0113mums nov\u0113rt\u0113 klienta laiku.<\/p>\n
Run\u0101jot par AI, m\u0113s bie\u017ei vien iedom\u0101jamies kaut ko \u013coti sare\u017e\u0123\u012btu, ta\u010du t\u0101 pielietojumi klientu servis\u0101 ir p\u0101rsteidzo\u0161i praktiski un daudzveid\u012bgi. No vienk\u0101r\u0161iem jaut\u0101jumu-atbil\u017eu botiem l\u012bdz sare\u017e\u0123\u012bt\u0101m prognoz\u0113\u0161anas sist\u0113m\u0101m \u2013 tehnolo\u0123ijas pied\u0101v\u0101 pla\u0161u r\u012bku kl\u0101stu, kas var pal\u012bdz\u0113t jebkura izm\u0113ra uz\u0146\u0113mumam. Apskat\u012bsim da\u017eus no popul\u0101r\u0101kajiem piem\u0113riem.<\/p>\n
\u0160ie, bez \u0161aub\u0101m, ir vispaz\u012bstam\u0101kie AI instrumenti klientu servis\u0101. T\u0113rz\u0113\u0161anas roboti ir programmas, kas simul\u0113 cilv\u0113cisku sarunu, lai atbild\u0113tu uz bie\u017e\u0101k uzdotajiem jaut\u0101jumiem, pal\u012bdz\u0113tu ar pas\u016bt\u012bjumiem vai novirz\u012btu klientu pie \u012bst\u0101 speci\u0101lista. Tiem ir milz\u012bga noz\u012bme, jo efekt\u012bvi t\u0113rz\u0113\u0161anas roboti klientu atbalsta automatiz\u0101cijai<\/b> ir pirmais solis ce\u013c\u0101 uz efekt\u012bv\u0101ku servisu. Tie ir k\u0101 pirm\u0101 aizsardz\u012bbas l\u012bnija, kas atsij\u0101 vienk\u0101r\u0161os piepras\u012bjumus.<\/p>\nT\u0113rz\u0113\u0161anas robotu veidi un funkcijas<\/h3>\n
Ne visi \u010datboti ir vien\u0101di. Vienk\u0101r\u0161\u0101kie ir balst\u012bti uz noteikumiem (rule-based) \u2013 tie darbojas p\u0113c iepriek\u0161 defin\u0113ta scen\u0101rija un atpaz\u012bst konkr\u0113tus atsl\u0113gv\u0101rdus. Tie ir lieliski piem\u0113roti vienk\u0101r\u0161iem uzdevumiem. Savuk\u0101rt sare\u017e\u0123\u012bt\u0101ki, uz AI b\u0101z\u0113ti boti izmanto ma\u0161\u012bnm\u0101c\u012b\u0161anos un dabisk\u0101s valodas apstr\u0101di (NLP), lai saprastu kontekstu, sarunas toni un pat m\u0101c\u012btos no iepriek\u0161\u0113j\u0101m interakcij\u0101m. \u0160\u0101di boti sp\u0113j veikt daudz sare\u017e\u0123\u012bt\u0101kas darb\u012bbas \u2013 no personaliz\u0113tu produktu ieteik\u0161anas l\u012bdz pat s\u016bdz\u012bbu risin\u0101\u0161anai.<\/p>\n
Virtu\u0101lie asistenti ir \u010datbotu att\u012bst\u012bt\u0101ka versija. Tie bie\u017ei ir integr\u0113ti pla\u0161\u0101k\u0101s sist\u0113m\u0101s un sp\u0113j veikt konkr\u0113tas darb\u012bbas klienta v\u0101rd\u0101, nevis tikai sniegt inform\u0101ciju. Piem\u0113ram, tie var pal\u012bdz\u0113t rezerv\u0113t lidojumu, iepl\u0101not tik\u0161anos vai veikt izmai\u0146as pas\u016bt\u012bjum\u0101. Efekt\u012bvi virtu\u0101lie asistenti uz\u0146\u0113muma klientu servisam<\/b> darbojas k\u0101 person\u012bgie pal\u012bgi, padarot sazi\u0146u ar uz\u0146\u0113mumu ne tikai viegl\u0101ku, bet ar\u012b produkt\u012bv\u0101ku.<\/p>\nDatu anal\u012bze un prognoz\u0113\u0161ana<\/h2>\n
Katra saruna, katrs klik\u0161\u0137is un katrs pirkums ir dati. Milz\u012bgs daudzums datu, ko cilv\u0113ks nesp\u0113tu apstr\u0101d\u0101t. AI to sp\u0113j. Analiz\u0113jot \u0161o inform\u0101ciju, uz\u0146\u0113mumi var atkl\u0101t sl\u0113ptas tendences, saprast klientu uzved\u012bbas mode\u013cus un pat prognoz\u0113t n\u0101kotnes vajadz\u012bbas. Piem\u0113ram, sist\u0113ma var paman\u012bt, ka klienti, kas p\u0113rk noteiktu produktu, bie\u017ei vien p\u0113c m\u0113ne\u0161a saskaras ar vienu un to pa\u0161u probl\u0113mu. Zinot to, uz\u0146\u0113mums var proakt\u012bvi nos\u016bt\u012bt instrukcijas vai pied\u0101v\u0101t pal\u012bdz\u012bbu, pirms probl\u0113ma visp\u0101r ir radusies. \u0160\u012b sp\u0113ja prognoz\u0113t un r\u012bkoties ir tas, kas pace\u013c klientu apkalpo\u0161anu jaun\u0101 l\u012bmen\u012b.<\/p>\n
M\u0113s arvien vair\u0101k pierodam komunic\u0113t ar tehnolo\u0123ij\u0101m, izmantojot balsi. Viedie asistenti m\u0101j\u0101s un telefonos ir k\u013cuvu\u0161i par ikdienu. \u0160\u012b tehnolo\u0123ija ien\u0101k ar\u012b klientu apkalpo\u0161an\u0101. Uzlabotas balss atpaz\u012b\u0161anas sist\u0113mas (IVR) sp\u0113j saprast sare\u017e\u0123\u012btus teikumus, atpaz\u012bt klienta noska\u0146ojumu p\u0113c balss to\u0146a un novirz\u012bt zvanu \u012bstajam speci\u0101listam bez liekiem klik\u0161\u0137iem un pogu spie\u0161anas. Turkl\u0101t, balss biometrija \u013cauj identific\u0113t klientu p\u0113c vi\u0146a unik\u0101l\u0101s balss, paaugstinot dro\u0161\u012bbu un ietaupot laiku, kas parasti tiek t\u0113r\u0113ts, atbildot uz dro\u0161\u012bbas jaut\u0101jumiem. Nek\u0101du “nosauciet savas m\u0101tes pirmslaul\u012bbu uzv\u0101rdu” vairs.<\/p>\n
Lab\u0101kais klientu serviss ir t\u0101ds, kas nav nepiecie\u0161ams. Ko es ar to dom\u0101ju? To, ka uz\u0146\u0113mums ir atrisin\u0101jis probl\u0113mu, pirms klients ir pasp\u0113jis par to pas\u016bdz\u0113ties. Un te atkal pal\u012bdz AI. Analiz\u0113jot datus, sist\u0113mas var identific\u0113t potenci\u0101los “karstos punktus”. Varb\u016bt k\u0101ds klients ir apmekl\u0113jis pal\u012bdz\u012bbas sada\u013cu vair\u0101kas reizes, bet nav sazin\u0101jies ar atbalsta dienestu. Varb\u016bt pieg\u0101des dienests zi\u0146o par kav\u0113\u0161anos noteikt\u0101 re\u0123ion\u0101. \u0160\u0101dos gad\u012bjumos proakt\u012bva klientu apkalpo\u0161ana ar AI<\/b> \u013cauj autom\u0101tiski nos\u016bt\u012bt klientam zi\u0146u, pied\u0101v\u0101jot pal\u012bdz\u012bbu vai inform\u0113jot par situ\u0101ciju. Tas p\u0101rv\u0113r\u0161 potenci\u0101li negat\u012bvu pieredzi par pozit\u012bvu, par\u0101dot, ka uz\u0146\u0113mumam patie\u0161\u0101m r\u016bp.<\/p>\nIzaicin\u0101jumi un \u0113tiskie aspekti<\/h2>\n
Protams, viss nav tik ro\u017eaini. AI ievie\u0161ana ir saist\u012bta ar virkni izaicin\u0101jumu un \u0113tisku dilemmu, kuras nedr\u012bkst ignor\u0113t. Tehnolo\u0123ija ir tikai instruments, un t\u0101 izmanto\u0161anas sekas ir atkar\u012bgas no mums pa\u0161iem. God\u012bgi sakot, esmu redz\u0113jis gan fantastiskus piem\u0113rus, gan piln\u012bgas izg\u0101\u0161an\u0101s. Viss ir atkar\u012bgs no strat\u0113\u0123ijas.<\/p>\n
Lai AI darbotos efekt\u012bvi, tam ir nepiecie\u0161ami dati. Daudz datu. Un tie bie\u017ei vien ir sensit\u012bvi \u2013 person\u012bg\u0101 inform\u0101cija, pirkumu v\u0113sture, atra\u0161an\u0101s vietas dati. T\u0101p\u0113c datu dro\u0161\u012bba<\/b> k\u013c\u016bst par absol\u016btu priorit\u0101ti. Uz\u0146\u0113mumiem ir j\u0101sp\u0113j garant\u0113t, ka klientu dati tiek glab\u0101ti dro\u0161i, aizsarg\u0101ti no kiberuzbrukumiem un izmantoti atbild\u012bgi, iev\u0113rojot visas regulas, piem\u0113ram, GDPR. Viens nopietns datu nopl\u016bdes incidents var sagraut reput\u0101ciju, kas celta gadiem ilgi.<\/p>\nCilv\u0113ciskais faktors un emp\u0101tijas saglab\u0101\u0161ana<\/h2>\n
Vai robots var b\u016bt emp\u0101tisks? \u0160is ir jaut\u0101jums, par kuru filozofi var\u0113tu str\u012bd\u0113ties ilgi. Bet praks\u0113 atbilde ir \u2013 diez vai. AI var simul\u0113t emp\u0101tiju, analiz\u0113jot v\u0101rdus un balss toni, ta\u010du tas nesp\u0113j patiesi just. Un ir situ\u0101cijas, \u012bpa\u0161i emocion\u0101li sare\u017e\u0123\u012btas, kur\u0101s nekas nevar aizst\u0101t \u012bstu cilv\u0113cisku sarunu. Liel\u0101kais izaicin\u0101jums ir atrast pareizo l\u012bdzsvaru \u2013 automatiz\u0113t rut\u012bnu, bet saglab\u0101t cilv\u0113cisko piesk\u0101rienu tur, kur tas ir vissvar\u012bg\u0101kais. Piln\u012bb\u0101 automatiz\u0113ts klientu serviss var k\u013c\u016bt bezpersonisks un atsve\u0161in\u0101ts, radot klientos saj\u016btu, ka vi\u0146i run\u0101 ar sienu.<\/p>\n
AI nav “plug-and-play” risin\u0101jums. T\u0101 ievie\u0161ana prasa nopietnas invest\u012bcijas ne tikai pa\u0161\u0101 tehnolo\u0123ij\u0101, bet ar\u012b infrastrukt\u016br\u0101, datu sagatavo\u0161an\u0101 un darbinieku apm\u0101c\u012bb\u0101. Sist\u0113mas ir j\u0101integr\u0113 ar eso\u0161aj\u0101m CRM, e-komercijas platform\u0101m un cit\u0101m programm\u0101m. Un, kas ir v\u0113l svar\u012bg\u0101k, AI ir j\u0101apm\u0101ca. Tam ir j\u0101”baro” liels daudzums kvalitat\u012bvu datu, lai tas sp\u0113tu pie\u0146emt pareizus l\u0113mumus. \u0160is process var b\u016bt ilgs un sare\u017e\u0123\u012bts, un daudzi uz\u0146\u0113mumi, \u012bpa\u0161i maz\u0101ki, var saskarties ar resursu tr\u016bkumu. T\u0101 nav ma\u0123ija, tas ir smags darbs.<\/p>\n
Tehnolo\u0123ijas att\u012bst\u0101s neticam\u0101 \u0101trum\u0101, un tas, kas \u0161odien \u0161\u0137iet revolucion\u0101rs, r\u012bt jau b\u016bs norma. Ar\u012b m\u0101ksl\u012bgais intelekts klientu apkalpo\u0161an\u0101<\/b> turpina evol\u016bciju, un m\u0113s varam sagaid\u012bt v\u0113l jaud\u012bg\u0101kus un gudr\u0101kus risin\u0101jumus. N\u0101kotne ir aizraujo\u0161a. Un nedaudz bied\u0113jo\u0161a, ja god\u012bgi.<\/p>\nAI un cilv\u0113ka sadarb\u012bbas evol\u016bcija<\/h3>\n
N\u0101kotne nav par to, ka AI aizst\u0101s cilv\u0113kus. T\u0101 ir par sadarb\u012bbu. Aizvien popul\u0101r\u0101ks k\u013c\u016bst “centauru” modelis, kur cilv\u0113ks un AI str\u0101d\u0101 kop\u0101, katrs darot to, ko prot vislab\u0101k. AI var apstr\u0101d\u0101t datus, pied\u0101v\u0101t risin\u0101jumu variantus un automatiz\u0113t atskaites, kam\u0113r operators koncentr\u0113jas uz komunik\u0101ciju, emp\u0101tiju un sare\u017e\u0123\u012btu probl\u0113mu risin\u0101\u0161anu. \u0160\u0101da siner\u0123ija \u013caus sasniegt daudz augst\u0101ku efektivit\u0101ti un klientu apmierin\u0101t\u012bbu, nek\u0101 to sp\u0113tu katrs atsevi\u0161\u0137i.<\/p>\n
Ja \u0161odien m\u0113s run\u0101jam par personaliz\u0101ciju, tad n\u0101kotn\u0113 run\u0101sim par hipersonaliz\u0101ciju. AI sist\u0113mas k\u013c\u016bs tik gudras, ka sp\u0113s ne tikai analiz\u0113t pag\u0101tnes datus, bet ar\u012b re\u0101llaik\u0101 rea\u0123\u0113t uz klienta uzved\u012bbu, kontekstu un pat emocion\u0101lo st\u0101vokli. Iedom\u0101jieties atbalsta sist\u0113mu, kas pati maina komunik\u0101cijas toni atkar\u012bb\u0101 no t\u0101, vai klients ir priec\u012bgs vai sar\u016bgtin\u0101ts. Vai e-veikalu, kas piel\u0101go savu izk\u0101rtojumu katram apmekl\u0113t\u0101jam individu\u0101li. Prognoz\u0113jo\u0161ais atbalsts k\u013c\u016bs v\u0113l prec\u012bz\u0101ks \u2013 sist\u0113mas br\u012bdin\u0101s par probl\u0113m\u0101m, par kur\u0101m m\u0113s pa\u0161i v\u0113l nemaz nezin\u0101m. Tas ir piln\u012bgi jauns klientu apkalpo\u0161anas l\u012bmenis.<\/p>\n
T\u0101tad, ko m\u0113s no t\u0101 visa varam secin\u0101t? M\u0101ksl\u012bgais intelekts klientu apkalpo\u0161an\u0101<\/b> vairs nav izv\u0113le, t\u0101 ir nepiecie\u0161am\u012bba. Tom\u0113r akla seko\u0161ana tendenc\u0113m nedos rezult\u0101tu. Pan\u0101kumu atsl\u0113ga sl\u0113pjas gudr\u0101 un p\u0101rdom\u0101t\u0101 pieej\u0101. S\u0101ciet ar mazumi\u0146u \u2013 automatiz\u0113jiet visvienk\u0101r\u0161\u0101kos un laikietilp\u012bg\u0101kos procesus. Skaidri defin\u0113jiet m\u0113r\u0137us, ko v\u0113laties sasniegt. Un, pats galvenais, nekad neaizmirstiet par cilv\u0113cisko faktoru. Tehnolo\u0123ij\u0101m ir j\u0101kalpo cilv\u0113kiem, nevis otr\u0101di. AI ir j\u0101b\u016bt instrumentam, kas pal\u012bdz j\u016bsu komandai str\u0101d\u0101t lab\u0101k un veidot cie\u0161\u0101kas attiec\u012bbas ar klientiem. Pareizi lietots, tas var k\u013c\u016bt par j\u016bsu sp\u0113c\u012bg\u0101ko konkurences priek\u0161roc\u012bbu. Bet nepareizi tas var p\u0101rv\u0113rst j\u016bsu klientu servisu par bezpersonisku un frustr\u0113jo\u0161u murgu. Izv\u0113le ir j\u016bsu rok\u0101s. Un t\u0101 ir j\u0101izdara gudri.<\/p>\n","protected":false},"excerpt":{"rendered":"
Atceros, k\u0101 pirms gadiem desmit zvan\u012b\u0161ana uz klientu atbalsta centru bija vesels p\u0101rbaud\u012bjums. Gaid\u012b\u0161ana bezgal\u012bg\u0101 rind\u0101, m\u016bzika, kas dzen izmisum\u0101, un tad \u2013 saruna ar operatoru, kur\u0161, visticam\u0101k, jau simto reizi dien\u0101 atk\u0101rto vienu un to pa\u0161u scen\u0101riju. Frustr\u0113jo\u0161i. Bet \u0161odien aina main\u0101s, un pie vainas ir tehnolo\u0123ija, kas k\u0101dreiz \u0161\u0137ita zin\u0101tnisk\u0101s fantastikas cien\u012bga. M\u0113s […]<\/p>\n","protected":false},"author":2,"featured_media":366,"comment_status":"closed","ping_status":"","sticky":false,"template":"","format":"standard","meta":{"footnotes":""},"categories":[1,9],"tags":[],"class_list":["post-365","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-bizness","category-zzz"],"_links":{"self":[{"href":"https:\/\/worldpoint.eu\/lv\/wp-json\/wp\/v2\/posts\/365","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/worldpoint.eu\/lv\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/worldpoint.eu\/lv\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/worldpoint.eu\/lv\/wp-json\/wp\/v2\/users\/2"}],"replies":[{"embeddable":true,"href":"https:\/\/worldpoint.eu\/lv\/wp-json\/wp\/v2\/comments?post=365"}],"version-history":[{"count":1,"href":"https:\/\/worldpoint.eu\/lv\/wp-json\/wp\/v2\/posts\/365\/revisions"}],"predecessor-version":[{"id":367,"href":"https:\/\/worldpoint.eu\/lv\/wp-json\/wp\/v2\/posts\/365\/revisions\/367"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/worldpoint.eu\/lv\/wp-json\/wp\/v2\/media\/366"}],"wp:attachment":[{"href":"https:\/\/worldpoint.eu\/lv\/wp-json\/wp\/v2\/media?parent=365"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/worldpoint.eu\/lv\/wp-json\/wp\/v2\/categories?post=365"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/worldpoint.eu\/lv\/wp-json\/wp\/v2\/tags?post=365"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}