AI Jagorar Bugawa
Ƙimar jagorancin AI tana amfani da koyo na inji don hango ko hasashen abin da tallace-tallace zai iya canzawa, don haka ƙungiyoyin tallace-tallace suna ciyar da lokaci akan mafi kyawun dama.
Dubawa
It replaces gut-feel ranking with data-driven probabilities updated in real time.
Zurfafa nutsewa
Ƙididdiga na al'ada yana ba da ƙayyadaddun maki don ayyuka kamar buɗe imel (+5) ko zazzage farar takarda (+10), sannan tutoci suna kaiwa sama da kofa. AI jagorar zura kwallaye a maimakon horar da abin ƙira akan bayanan CRM na tarihin ku, koyan waɗanne haɗakar halaye da ɗabi'u a zahiri sun riga sun cimma yarjejeniyar rufe. Yana auna daruruwan sigina a lokaci ɗaya: firmographics (masana'antu, girman kamfani, kudaden shiga), ƙididdigar jama'a (sunan aiki, babba), da bayanan hali (ziyarar shafi, buƙatun demo, saƙon imel, lokaci-kan-site). Fitowar abu ne mai yiwuwa ko daraja, ba ƙaƙƙarfan ƙa'ida ba. Samfuran tsinkaya kamar itatuwan da aka haɓaka gradient ko yanayin jujjuyawar dabaru waɗanda ba a bayyane suke ba, misali cewa manyan kamfanonin kiwon lafiya waɗanda ke ziyartar shafin farashin sau biyu suna canzawa fiye da waɗanda suka fi girma waɗanda ba su taɓa yin hakan ba.
Fahimtar Fasaha
Yawancin tsarin suna tsara maki azaman rabe-raben binary: shin wannan jagorar ya canza, e ko a'a. Ana horar da samfura irin su XGBoost ko ƙwaƙƙwaran ƙididdiga akan jagororin da aka lakafta, sannan fitar da yuwuwar daidaitawa tsakanin 0 da 1. Fasalolin aikin injiniya fiye da algorithm, recency da yawan haɗin gwiwa sune masu tsinkaya masu ƙarfi. Maɓalli mai mahimmanci shine rashin daidaituwa na aji: masu canzawa ba su da yawa, don haka dabaru kamar sake yin nauyi ko sakewa da awo kamar AUC-ROC da madaidaicin-a-top-decile ana amfani da su maimakon daidaitattun daidaito.
Dabarun Tasiri
Gina zaɓuɓɓuka
Tsarin matakin aikace-aikacen yana ƙayyade ko AI yana inganta sakamako na gaske.
Ƙungiya da aikin aiki
Kyakkyawan haɗin gwiwar aiki yana haifar da ribar yawan aiki masu amfani za su iya amincewa.
Haɗari da aminci
Abubuwan da aka yi amfani da su da kyau suna rage gajiyar canji da haɗarin aiwatarwa.
Makomar AI Jagorar Maki
Maki yana haɗuwa tare da AI mai ƙima da kuma bayanan niyya daga tushe na ɓangare na uku, don haka ƙirar ƙirar ba kawai wanda zai iya saya ba amma me yasa yanzu da wane saƙon da za a aika. Yi tsammanin madaidaitan madaukai inda samfurin ya ba da shawarar mafi kyawun aiki na gaba, tsara daftarin aiki na keɓaɓɓen kai, da ci gaba da ci gaba da horarwa yayin da ake rufe ma'amala. Dillalai suna ƙara bayyanawa don haka wakilai su ga manyan abubuwan da ke bayan kowane maki, kuma dokokin keɓanta suna turawa zuwa ga bayanan-ɓangarorin farko da ƙirar yarda-sannu.
Aiwatar da Gaskiyar Duniya
Hanyoyin kamfanin B2B SaaS kawai suna haifar da maki sama da 80 zuwa ƙungiyar haɓaka tallace-tallace ta iyakance, yanke lokacin ɓata lokaci akan masu tayar da taya.
HubSpot da Salesforce Einstein suna ba da maki tsinkaya (A zuwa D) zuwa jagororin masu shigowa dangane da tarihin ciniki na kowane abokin ciniki.
Ƙungiyar dillalin mota tana ƙididdige tambayoyin yanar gizo da yuwuwar ziyartar ɗakin nunin, suna ba da fifikon kiran biyo baya a cikin sa'a ta farko.
Mai ba da rancen fintech yana sake ƙima masu amfani da gwaji yau da kullun, yana haifar da kai ga ɗan adam lokacin da halayen mai amfani kyauta ke nuna shirye-shiryen haɓakawa.
Hatsari & Tsare-tsare
Yin aiki da ɓaryayyen tsari na iya haɓaka matsalolin da ke akwai.
Ƙungiyoyi na iya wuce gona da iri kuma su cire hukuncin ɗan adam da ake buƙata.
Ingancin na iya motsawa idan ba a ci gaba da kimanta abubuwan da aka fitar ba.
Taswirar Hanya
Taswirar tsarin aiki na yanzu kuma gano matakin mafi girman juzu'i.
Ƙayyade wuraren bincike na ɗan adam kafin cikakken aiki da kai.
Horar da masu amfani akan faɗakarwa, hanyoyin haɓakawa, da ƙa'idodi masu inganci.
Bibiyar sakamakon matakin ɗawainiya don tabbatar da ƙima mai dorewa.
Ci gaba da Bincike
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Jagora na gaba
AI a cikin Tsarin Shawarwari
Tambayoyin da ake yawan yi
What is AI Lead Scoring?
Ƙimar jagorancin AI tana amfani da koyo na inji don hango ko hasashen abin da tallace-tallace zai iya canzawa, don haka ƙungiyoyin tallace-tallace suna ciyar da lokaci akan mafi kyawun dama. Yana maye gurbin matsayin-ji-ji-ji-ji-da-ji-da-ji-da-hankali tare da sabunta yuwuwar bayanan da aka sabunta a ainihin lokacin.
Ta yaya ci gaban AI ya bambanta da ƙima na tushen ƙa'idar gargajiya?
AI yana ba da horo kan sakamakon CRM da suka gabata don koyan wane sigina a zahiri ke hasashen canzawa, maimakon dogaro da ƙayyadaddun ƙimar maki da aka sanya da hannu.
Wanne aikin koyo na inji ya fi kwatanta tsinkaya ko gubar za ta canza?
Hasashen juzu'i-ko-a'a babbar matsala ce ta rarrabuwa ta binary, kuma ƙirar tana fitar da yuwuwar ajin inganci.
Me yasa daidaitattun daidaito ya zama ma'auni mara kyau don kimanta ƙirar ƙima?
Saboda sauye-sauye ba safai ba ne, samfurin da ke yiwa kowane jagora a matsayin wanda ba ya canzawa zai iya bayyana daidai sosai yayin da ba shi da amfani, don haka an fi son ma'auni kamar AUC-ROC.
Wanne daga cikin waɗannan siginar ɗabi'a ne wanda samfurin ƙwaƙƙwaran gubar zai iya amfani da shi?
Sigina na ɗabi'a suna ɗaukar yadda jagora ke haɗawa, kamar ziyarar-shafukan farashi, buƙatun demo, da saƙon imel, wanda galibi yana hasashen niyya.
Menene fitowar gama gari na ƙirar jagorar AI?
Samfura yawanci suna fitar da yuwuwar (0 zuwa 1) ko matakin harafi mai wakiltar yadda yuwuwar gubar zata iya canzawa.