Incamake
Gutanga amanota ya AI akoresha imashini yiga imashini zerekana ibicuruzwa biganisha cyane ku guhinduka, bityo amakipe agurisha amara umwanya kumahirwe meza. Irasimbuza gut-kumva urutonde hamwe namakuru-yatewe nibishobora kuvugururwa mugihe nyacyo.
Gutanga amanota ya AI yibanda kubikorwa bifatika: guhindura ubushobozi bwikitegererezo mubikorwa byizewe bya buri munsi bitanga agaciro kagereranijwe.
Kwibira cyane
Gucunga amanota gakondo bitanga amanota ahamye kubikorwa nko gufungura imeri (+5) cyangwa gukuramo urupapuro rwera (+10), hanyuma amabendera akayobora hejuru yurwego. AI kuyobora amanota ahubwo itoza icyitegererezo kumateka yawe ya CRM, wiga guhuza ibiranga imyitwarire mubyukuri byabanjirije amasezerano yatsindiye. Ipima ibimenyetso amajana icyarimwe: firime (inganda, ingano yisosiyete, amafaranga yinjiza), demografiya (izina ryakazi, ubukuru), hamwe namakuru yimyitwarire (gusura page, gusaba demo, gusezerana imeri, igihe-kurubuga). Ibisohoka nibishoboka cyangwa urwego, ntabwo ari itegeko rikomeye. Ingero ziteganijwe nkibiti byongerewe imbaraga cyangwa ibiti byo gusubira inyuma hejuru yuburyo butagaragara, kurugero ko ibigo nderabuzima byo hagati byisura urupapuro rwibiciro bihindura inshuro ebyiri kuruta binini bitigeze bikorwa.
Ubushishozi
Sisitemu nyinshi zerekana amanota nkibiri gutondekanya: ibi byayoboye byahinduye, yego cyangwa oya. Moderi nka XGBoost cyangwa logistic regression yatojwe kurutonde rwashize, hanyuma igasohoka ikigereranyo gishoboka hagati ya 0 na 1. Ibintu byubwubatsi biranga algorithm, ubwitonzi ninshuro zo gusezerana ni abahanuzi bakomeye. Umutego wingenzi ni ubusumbane bwibyiciro: abahindura ni gake, tekinike rero nko kongera ibiro cyangwa gusubiramo hamwe na metrics nka AUC-ROC hamwe na precision-at-top-decile ikoreshwa aho kuba neza.
Kumenya amanota ya AI
Gutanga amanota ya AI akoresha imashini yiga imashini zerekana ibicuruzwa biganisha cyane ku guhinduka, bityo amakipe agurisha amara umwanya kumahirwe meza. Irasimbuza gut-kumva urutonde hamwe namakuru-yatewe nibishobora kuvugururwa mugihe nyacyo. Gutanga amanota ya AI yibanda kubikorwa bifatika: guhindura ubushobozi bwikitegererezo mubikorwa byizewe bya buri munsi bitanga agaciro kagereranijwe. Kugirango wubake byimbitse, fata amanota ya AI ayobora nkicyitegererezo gikora, ntabwo ari ikintu kimwe: gusobanura ibyagezweho, gusobanura ibitekerezo, no gutandukanya ibyo sisitemu ishobora gukora byizewe nibisaba guca imanza zinzobere.
Mu myitozo, amatsinda akomeye akoresha amanota ya AI ayobora 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
Inzira ya sosiyete B2B SaaS iyobora gusa amanota hejuru ya 80 mumakipe yayo mato mato yo guteza imbere kugurisha, kugabanya igihe cyataye abamapine.
HubSpot na Salesforce Einstein bagenera amanota yo guhanura (A kugeza D) kumurongo winjira ukurikije buri mukiriya wenyine amateka yarafunzwe.
Itsinda rishinzwe gucuruza imodoka ryatsinze ibibazo byurubuga bishoboka ko wasura icyumba cyerekanirwamo, ugashyira imbere guhamagarwa mu isaha ya mbere.
Inguzanyo ya fintech yongeye gutanga amanota kubakoresha igeragezwa burimunsi, bigatera abantu kwegera mugihe imyitwarire yumukoresha yubuntu yerekana ko yiteguye kuzamura.
Uburyo bwo Gushyira mu bikorwa
Gutanga amanota ya AI mu myitozo
Inzira ya sosiyete B2B SaaS iyobora gusa amanota hejuru ya 80 mumakipe yayo mato mato yo guteza imbere kugurisha, kugabanya igihe cyataye abamapine.
Inzira ya sosiyete B2B SaaS iyobora gusa amanota ari hejuru ya 80 mumatsinda yayo make yo guteza imbere kugurisha-kugurisha, kugabanya igihe cyatakaye kubatwara amapine Amakipe ubusanzwe abona ibisubizo byiza iyo asobanuye ibipimo ngenderwaho byimbere, agakomeza inzira yo kuzamura abantu kubibazo byimbitse, kandi agakurikirana inyungu zibyara umusaruro nibiciro byigihe.
Gutanga amanota ya AI mu myitozo
HubSpot na Salesforce Einstein bagenera amanota yo guhanura (A kugeza D) kumurongo winjira ukurikije buri mukiriya wenyine amateka yarafunzwe.
HubSpot na Salesforce Einstein bagenera amanota yo guhanura (A kugeza D) kugirango binjire bayobowe hashingiwe ku mateka ya buri mukiriya ku mateka y’amasezerano afunze Amakipe ubusanzwe abona ibisubizo byiza iyo asobanuye ibipimo ngenderwaho byimbere, agakomeza inzira yo kuzamura abantu kubibazo bikurikirana, kandi agakurikirana inyungu zibyara umusaruro hamwe nibiciro byamakosa mugihe runaka.
Gutanga amanota ya AI mu myitozo
Itsinda rishinzwe gucuruza imodoka ryatsinze ibibazo byurubuga bishoboka ko wasura icyumba cyerekanirwamo, ugashyira imbere guhamagarwa mu isaha ya mbere.
Itsinda rishinzwe gucuruza imodoka ryatsinze ibibazo byurubuga bishoboka ko wasura icyumba cyerekanirwamo, ugashyira imbere guhamagarwa mu isaha ya mbere Amakipe akunze kubona ibisubizo byiza iyo asobanuye ibipimo byujuje ubuziranenge imbere, agakomeza inzira yo kuzamuka kwabantu kubibazo bikabije, kandi akurikirana inyungu zibyara umusaruro hamwe nibiciro byamakosa mugihe runaka.
Gutanga amanota ya AI mu myitozo
Inguzanyo ya fintech yongeye gutanga amanota kubakoresha igeragezwa burimunsi, bigatera abantu kwegera mugihe imyitwarire yumukoresha yubuntu yerekana ko yiteguye kuzamura.
Inguzanyo ya fintech yongeye gutanga amanota kubakoresha igeragezwa burimunsi, bigatera abantu kwegera mugihe imyitwarire yumukoresha wubusa yerekana ko yiteguye kuzamura Amakipe mubisanzwe abona umusaruro ushimishije mugihe basobanuye ibipimo ngenderwaho byimbere, bagakomeza inzira yo kuzamura abantu kubibazo byimbitse, kandi bagakurikirana inyungu zibyara umusaruro nibiciro byamakosa mugihe 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.