Incamake
Isesengura ry'imvugo ya AI rihindura amajwi na terefone nzima mu gushakisha, gutanga amanota - kwandukura ijambo ryose, kumenya amarangamutima, no kwerekana ingaruka zishobora kubahirizwa. Nibyingenzi kuko ibigo byitumanaho bitwara miriyari zihamagara kumwaka, kandi kubatega intoki ntibishoboka.
AI muri Call Center Speech Analytics yibanda kubikorwa byoherejwe: guhindura ubushobozi bwicyitegererezo mubikorwa byizewe bya buri munsi bitanga agaciro kagereranijwe.
Kwibira cyane
Sisitemu yo gusesengura imvugo ibanza gukoresha imvugo yikora (ASR) kugirango ihindure amajwi mumyandiko, hanyuma igabanye gutunganya ururimi karemano kugirango yumve ibisobanuro. Batahura ijambo ryibanze ('guhagarika,' 'umunyamategeko,' 'gusubizwa'), gutondekanya ingingo zo guhamagara, no gutanga amanota kumagambo yombi hamwe nibimenyetso bya acoustic nkibibanza, umuvuduko, nubunini. Ihuriro rya kijyambere rishyigikira isesengura-nyaryo: nkuko umukiriya abivuga, sisitemu irashobora gusaba umukozi igisubizo gikurikira-cyiza, kuburira ijwi ryiyongera, cyangwa kwemeza ibyasabwe gusomwa. Diarisation itandukanya uwavuze iki - agent nuwahamagaye. Icy'ingenzi, ibyo bikoresho bisesengura 100 ku ijana guhamagarwa aho kuba 1-2 ku ijana abantu basanzwe batanga urugero, bagaragaza ibimenyetso bya churn, uburyo bwo kuriganya, n'amahirwe yo gutoza mubaturage bose.
Ubushishozi
Umuyoboro uringaniza moderi ya acoustic (gushushanya amajwi ya fonema) hamwe nururimi rwindimi (guhanura amagambo akurikirana). Umuvugizi diarisation cluster yijwi ryerekana ibirango bihinduka. Imyumvire ikomatanya ibimenyetso byamagambo nibiranga prosodic - inshuro zifatika, ingufu, igipimo cyo kuvuga - kubera ko 'byiza' yavuze bitandukanye cyane n '' byiza 'byavuzwe neza. Ijambo-ikosa igipimo gipima inyandiko mvugo; amajwi ya terefone (8kHz, codec compression, crosstalk) ituma ibi bigora kuruta imvugo ya studio isukuye.
Kumenya AI muri Call Center Imvugo Isesengura
Isesengura ry'imvugo ya AI rihindura amajwi na terefone nzima mu gushakisha, gutanga amanota - kwandukura ijambo ryose, kumenya amarangamutima, no kwerekana ingaruka zishobora kubahirizwa. Nibyingenzi kuko ibigo byitumanaho bitwara miriyari zihamagara kumwaka, kandi kubatega intoki ntibishoboka. AI muri Call Center Speech Analytics yibanda kubikorwa byoherejwe: guhindura ubushobozi bwicyitegererezo mubikorwa byizewe bya buri munsi bitanga agaciro kagereranijwe. Kugirango wubake byimbitse, fata AI muri Call Center Speech Analytics nkicyitegererezo gikora, ntabwo ari ikintu kimwe: gusobanura ibyagezweho, gusobanura ibitekerezo, no gutandukanya ibyo sisitemu ishobora gukora byizewe nibisaba guca imanza zinzobere.
Mubimenyerezo, amatsinda akomeye akoresha AI muri Call Center Speech Analytics yibanda kumusaruro wakazi, ntabwo ari demo yicyitegererezo, kandi asobanura aho abantu bagenzura hakiri kare. Bandika ibipimo ngenderwaho byerekana intsinzi, bagerageza kurwanya amakuru afatika hamwe nakazi keza, kandi bagasubiramo bashingiye kubikorwa byagaragaye ko batsinzwe aho gutsinda inshuro imwe. Aha niho imyumvire yubumenyi ihinduka mubushobozi burambye kubicuruzwa, politiki, nibikorwa.
Igishushanyo-cy-urwego rugena niba AI itezimbere ibisubizo nyabyo. Mugihe kimwe, Gutangiza inzira yamenetse birashobora kongera ibibazo bihari. Uburyo bukomeye cyane ni uguhuza umuvuduko wikigereranyo hamwe na disipuline yimiyoborere: kuyobora abaderevu, gufata ibimenyetso, gutangaza ibyemezo byicyemezo, no gukomeza kuvugurura uburyo bwo kwirinda nkimyitwarire yicyitegererezo, ibyo abakoresha bategereje, nibisabwa n'amategeko bigenda bihinduka.
Ingaruka z'Ingamba
Igishushanyo-cy-urwego rugena niba AI itezimbere ibisubizo nyabyo.
Igishushanyo-cy-urwego rugena niba AI itezimbere ibisubizo nyabyo. Mubikorwa byujuje ubuziranenge, ibi bihindurwa mumategeko agenga imikorere, imipaka nyirubwite, hamwe n'imihango yo gusubiramo kenshi kugirango amakipe ashobore kwigirira ikizere aho gupima ibidasobanutse.
Guhuza ibikorwa byiza bikora umusaruro wunguka abakoresha bashobora kwizera.
Guhuza ibikorwa byiza bikora umusaruro wunguka abakoresha bashobora kwizera. Mubikorwa byujuje ubuziranenge, ibi bihindurwa mumategeko agenga imikorere, imipaka nyirubwite, hamwe n'imihango yo gusubiramo kenshi kugirango amakipe ashobore kwigirira ikizere aho gupima ibidasobanutse.
Gukoresha neza ibibazo bigabanya umunaniro wimpinduka hamwe ningaruka zo gushyira mubikorwa.
Gukoresha neza ibibazo bigabanya umunaniro wimpinduka hamwe ningaruka zo gushyira mubikorwa. Mubikorwa byujuje ubuziranenge, ibi bihindurwa mumategeko agenga imikorere, imipaka nyirubwite, hamwe n'imihango yo gusubiramo kenshi kugirango amakipe ashobore kwigirira ikizere aho gupima ibidasobanutse.
Gushyira mu bikorwa Isi
Banki isuzuma buri guhamagarwa kwanditse kumvugo yuburyo bwo kugurisha nabi kugirango hamenyekane ko amabwiriza asomwa mu magambo.
Itumanaho ryerekana itumanaho ryiyongera kandi ijambo 'guhagarika' mugihe nyacyo, risaba kugumana mbere yuko umukiriya amanikwa.
Umwishingizi wubuzima yikora-itanga incamake nyuma yo guhamagarwa hamwe na CRM inoti kugirango abakozi bamara amasegonda, ntabwo ari iminota, kuri nyuma yo guhamagarwa.
Umucuruzi acukura ibihumbi n'ibihumbi byo guhamagarwa kugirango avumbure ikirego gikunze kugaragara ku bafatanyabikorwa batwara ibicuruzwa, bigatuma ibicuruzwa bisubirwamo.
Uburyo bwo Gushyira mu bikorwa
AI muri Call Center Speech Analytics mubikorwa
Banki isuzuma buri guhamagarwa kwanditse kumvugo yuburyo bwo kugurisha nabi kugirango hamenyekane ko amabwiriza asomwa mu magambo.
Banki isuzuma buri guhamagarwa kwanditse kumagambo yuburyo bwo kugurisha nabi kugirango hamenyekane ibimenyeshwa bisomwa mu magambo Amakipe ubusanzwe abona ibisubizo byiza iyo asobanuye ibipimo ngenderwaho byimbere, agakomeza inzira yo kuzamura abantu kubibazo, kandi akurikirana inyungu zibyara umusaruro hamwe nibiciro byamakosa mugihe runaka.
AI muri Call Center Speech Analytics mubikorwa
Itumanaho ryerekana itumanaho ryiyongera kandi ijambo 'guhagarika' mugihe nyacyo, risaba kugumana mbere yuko umukiriya amanikwa.
Itumanaho ryerekana itumanaho ryiyongera kandi ijambo 'guhagarika' mugihe nyacyo, risaba kugumana mbere yuko umukiriya amanika Amakipe ubusanzwe abona ibisubizo byiza iyo asobanuye ibipimo byujuje ubuziranenge imbere, agakomeza inzira yo kuzamura abantu kubibazo, kandi akurikirana inyungu zibyara umusaruro hamwe nibiciro byamakosa mugihe runaka.
AI muri Call Center Speech Analytics mubikorwa
Umwishingizi wubuzima yikora-itanga incamake nyuma yo guhamagarwa hamwe na CRM inoti kugirango abakozi bamara amasegonda, ntabwo ari iminota, kuri nyuma yo guhamagarwa.
Umwishingizi wubuzima yikora-itanga incamake nyuma yo guhamagarwa hamwe ninoti za CRM kugirango abakozi bamara amasegonda, ntabwo ari iminota, kuri nyuma yo guhamagarwa gusoza Amakipe asanzwe abona ibisubizo byiza iyo asobanuye ibipimo ngenderwaho byimbere, agakomeza inzira yo kuzamura abantu kubibazo, kandi akurikirana inyungu zibyara umusaruro hamwe nibiciro byamakosa mugihe.
AI muri Call Center Speech Analytics mubikorwa
Umucuruzi acukura ibihumbi n'ibihumbi byo guhamagarwa kugirango avumbure ikirego gikunze kugaragara ku bafatanyabikorwa batwara ibicuruzwa, bigatuma ibicuruzwa bisubirwamo.
Umucuruzi acukumbura ibihumbi n’ibihumbi byahamagaye kugira ngo amenye ikirego gikunze kugaragara ku bafatanyabikorwa batwara ibicuruzwa, bigatuma abagurisha basubiramo Amakipe ubusanzwe abona umusaruro ushimishije iyo asobanuye ibipimo ngenderwaho biri imbere, agakomeza inzira yo kuzamura abantu ku manza, kandi akurikirana inyungu ziva mu musaruro hamwe n’ikosa ryakozwe mu gihe runaka.
Ingaruka & Kurinda
Gutangiza inzira yamenetse birashobora kongera ibibazo bihari.
Amakipe arashobora gukora cyane kandi agakuraho ibitekerezo byabantu bikenewe.
Ubwiza burashobora gutemba niba ibisubizo bidahwema gusuzumwa.
Igishushanyo mbonera
Shushanya ibikorwa byubu hanyuma umenye intambwe-yo guterana hejuru.
Shushanya ibikorwa byubu hanyuma umenye intambwe-yo guterana hejuru. Fata buri ntambwe nk irembo ryibimenyetso: niba ibipimo bitujujwe, hagarika kuzenguruka, funga icyuho, hanyuma noneho wagure imikoreshereze.
Sobanura aho abantu bagenzura mbere yo kwikora byuzuye.
Sobanura aho abantu bagenzura mbere yo kwikora byuzuye. Fata buri ntambwe nk irembo ryibimenyetso: niba ibipimo bitujujwe, hagarika kuzenguruka, funga icyuho, hanyuma noneho wagure imikoreshereze.
Hugura abakoresha ibisobanuro, inzira zo kuzamuka, hamwe nubuziranenge.
Hugura abakoresha ibisobanuro, inzira zo kuzamuka, hamwe nubuziranenge. Fata buri ntambwe nk irembo ryibimenyetso: niba ibipimo bitujujwe, hagarika kuzenguruka, funga icyuho, hanyuma noneho wagure imikoreshereze.
Kurikirana ibisubizo-urwego rwibisubizo kugirango wemeze agaciro karambye.
Kurikirana ibisubizo-urwego rwibisubizo kugirango wemeze agaciro karambye. Fata buri ntambwe nk irembo ryibimenyetso: niba ibipimo bitujujwe, hagarika kuzenguruka, funga icyuho, hanyuma noneho wagure imikoreshereze.