Retail ndeimwe yemabhizimusi epamusoro ari kushandurwa neAI uye Tekinoroji tekinoroji. Vatengesi vevatengesi vanofanirwa kusanganisira kupatsanura, kupatsanura, uye kufananidzwa kwemapoka akasiyana evatengi uku vachichengeta mafambiro ari kuramba achiitika mufashoni. Chikamu mamaneja vanoda ruzivo kuti vave nekunzwisisa kwakadzama kwemashandisirwo emapatani, kudiwa kwevatengi, vatengesi, uye misika kupokana kuti zvinhu nemasevhisi zvinowanikwa sei uye zvinounzwa sei.
Nekombinoroji kushanduka uye zviuru zvemamirioni zvinotyaira mutengi maitiro ekuchinja mumusika, indasitiri yekutengesa inofanirwa kupa inoenderana mushandisi ruzivo. Izvi zvinogona kuwanikwa kuburikidza ne omni-chiteshi zano iro rinopa zvese zviri zviviri zvakakwana zvemuviri uye digital kuvapo kwevatengi pane ese ekubata-poindi.
Omni-chiteshi Isu Inodaidzira Yakavimbika Dhata
Izvi zvinoguma mune yakasimba yemukati yekuda kwekunzwisisa, analytics, hunyanzvi manejimendi uye kuendesa rwakanakisa ruzivo. Iko kusanganiswa kweyakajairwa kani yemabhini, yakasanganiswa nead-hoc yekuzvishandira yakakosha. Tsika dzeBI zvikwata zvinopedza nguva yakawanda panguva yekuunzwa kwedatha yekuchengetera uye huchenjeri hwebhizinesi mukuvandudza uye kuyedza kweruzivo kuona chokwadi uye kuvimbika. Nekudaro, kana iyo nyowani yekuburitsa ruzivo maitiro eETL, nyeredzi zvirongwa, mishumo, uye madhibhodhi zvikaitwa, zvikwata zvekutsigira hazvipedze nguva yakawanda kuona kuti dhata remhando inochengetedzwa. Iko kukanganisa kwedata rakaipa kunosanganisira zvisarudzo zvakaipa zvebhizinesi, mikana yakarasika, mari & kugadzirwa kwekurasikirwa, uye kuwedzerwa mari.
Nekuda kwekunetsa kwekuyerera kwedata, huwandu hwedata, uye nekukurumidza kwekugadzirwa kweruzivo, vatengesi vanosangana nematambudziko e data anokonzerwa nekupinda kwedata nematambudziko eETL. Paunenge uchishandisa kuverenga kwakaomarara mumadhatabhesi kana madhibhodhi, data risiri iro rinogona kukonzeresa kumasero asina chinhu, zero zero dzisingatarisirwe kana kunyange kuverenga kusiri iko, izvo zvinoita kuti ruzivo ruve rwakakosha uye runogona kukonzera mamaneja kusahadzika kutendeka kweruzivo. Kwete yekurerutsa dambudziko, asi kana maneja akawana mushumo wekushandisa bhajeti nhamba dzebhajeti dzisati dzagadziriswa mune imwe nguva, kuverenga kwemari vs bhajeti kunoguma nekanganiso.
Kugadzirisa Nyaya Dhata- Proactively
Zvikwata zveBI zvinoda kuve pamberi peiyo curve uye kuwana zviziviso zvechero dambudziko re data data risati raendeswa kune vanogumisa-vashandisi. Sezvo kuongorora kwemanyorero isiri sarudzo, mumwe wevatengesi vakuru akagadzira chirongwa cheData Quality Assurance (DQA) iyo inoongorora otomatiki madhibhodhi nemishumo yemaflash. pamberi yakapihwa manejimendi.
Rongedza maturusi senge Kudzora-M kana JobScheduler mashandiro ekushambadzira ekushambadzira ayo anoshandiswa kudzika mishumo yeCognos uye madhibhodhi anozoendeswa kune maneja emabhizinesi. Mishumo uye madhibhodhi anounzwa zvichibva pane zvimwe zvinokonzeresa, sekupedzisa kwemaitiro eETL kana panguva dzenguva (awa yega yega). Iine chirongwa chitsva cheDQA, iyo yekugadzirisa chishandiso zvikumbiro MotioCI kuyedza iyo data usati wasvitsa. MotioCI iri vhezheni yekudzora, kuendesa, uye otomatiki yekuyedza chishandiso cheCognos Analytics iyo inogona kuyedza mareport ezve data data senge isina mabindu minda, zvisiri izvo kuverenga kana zvisingadiwe zero zero.
Kufambidzana pakati pekugadzirisa chishandiso Kudzora-M, MotioCI uye Cognos Analytics
Nekuti kuverenga mumadhibhodhi uye mafaera emishumo anogona kunge akaomarara, hazviite kuyedza yega data chinhu. Kugadzirisa iyi nyaya, timu yeBI yakafunga kuwedzera peji rekusimbisa kumishumo. Iri peji rekusimbisa rinonyora data rakakomba rinoda kuverengerwa analytics isati yaendeswa kune dzakasiyana Mitsara yeBhizinesi. MotioCI inongoda kuyedza peji rekusimbisa. Zviripachena, peji rekusimbisa harifanirwe kuverengerwa mukutakura kune vanogumisa-vashandisi. Izvo ndezve mukati meBICC zvinangwa chete. Iyo michina yekugadzira chete ino yekusimbisa peji ye MotioCI yakaitwa nehungwaru kukurudzira: paramende yanga ichidzora kugadzirwa kwemishumo kana kugadzirwa kweiyo peji rekusimbisa iro MotioCI ingashandisa kuongorora chirevo.
Kubatanidza Kudzora-M, MotioCI, & Cognos Ongororo
Chimwe chinhu chakaomarara kupindirana pakati pechirongwa chekuronga uye MotioCI. Basa rakarongwa rinogona chete chikumbiro ruzivo, haigone kugamuchira ruzivo. Naizvozvo, MotioCI yainyora chinzvimbo chekuyedza zviitiko mutafura yakasarudzika yedhatabhesi yayo iyo yaiwanzo kupetwa nemurongi. Mienzaniso yemamiriro emamiriro angave:
- "Dzoka gare gare, ndichiri ndakabatikana."
- "Ndawana magazini."
- Kana kana bvunzo rapasa, "Zvakanaka, tumira ruzivo rwekuongorora."
Yekupedzisira smart dhizaini dhizaini yaive yekuparadzanisa maitiro ekuongorora kuita akasiyana mabasa. Basa rekutanga raizoita chete iyo DQA kuyedzwa kwedhisiki data. Basa rechipiri raizokonzeresa maCognos kutumira mishumo. Enterprise-chikamu kuronga uye kuita otomatiki maturusi anoshandiswa akasiyana mabasa. Mazuva ese, inoita mabasa mazhinji, kwete eCognos chete uye kwete yeBI chete. Boka rekushandisa raizoramba richiongorora mabasa. Nyaya yedata, inozivikanwa na MotioCI, zvinogona kukonzera kugadzirisa. Asi sezvo nguva yakakosha mukutengesa, timu ikozvino inogona kusarudza kutumira mishumo isina kumhanyisa iyo DQA bvunzo futi.
Kuendesa Solution nekukurumidza
Kutanga chirongwa chemhando yepamusoro muKudonha nguva dzose kunouya neyakawandisa nguva yekumanikidza: Nhema Chishanu ichisvika padhuze. Sezvo ino iri nguva yemari zhinji, makambani mazhinji ekutengesa haadi kuita shanduko yeIT kuitira kuti vagone kudzora njodzi yekukanganisa kugadzirwa. Naizvozvo timu yaifanirwa kuendesa mhedzisiro mukugadzirwa iyi isati yagwamba. Kuchengetedza iyo yakawanda-yenguva zone timu yemutengi, Motio uye shamwari yedu kumahombekombe, Quanam, vakasangana nemisi yavo yakatarwa, Zano risingagoneki nekumira kwemazuva ese zvakakonzera chirongwa chakaunza mhedzisiro nekukurumidza kupfuura zvakarongwa. Iyo Dhata Yemhando Yekusimbisa maitiro ese akaitwa mukati memasvondo manomwe uye akashandisa chete 7% yemari yakapihwa. Ruzivo rwakazara uye "maoko-pamusoro" nzira yaive yekutyaira mukubudirira kweprojekti iyi.
Analytics yakakosha kune mamaneja ekutengesa munguva yezororo. Kuona kuti ruzivo rwunotariswa rwoga uye rwosimbiswa, mutengi wedu akaita rimwe danho rekuramba achipa vatengi varo zvemhando yepamusoro, pazvinhu zvinoitika pamitengo inodhura.
