Intengiso yenye yeemveliso eziphambili eziguqulwa yi-AI kunye netekhnoloji yeAnalytics. Abathengisi abathengisayo kufuneka babandakanye ukwahlulwahlulwa, ukwahlulwa, kunye nokucaciswa kwamaqela ahlukeneyo abathengi ngelixa kugcinwa imikhwa eguqukayo yefashoni. Abaphathi bamacandelo bafuna ulwazi ukuze babe nokuqonda okugcweleyo kweepatheni zenkcitho, ibango labathengi, abanikezeli beenkonzo, kunye neemarike ukuze bacele umngeni ekufumaneni nasekuhanjisweni kweempahla neenkonzo.
Ngobuchwephesha bokuvela kwezinto kunye neemillennials eziqhuba utshintsho lomthengi kwintengiso, ishishini lokuthengisa kufuneka libonelele ngamava ngokudibeneyo komsebenzisi. Oku kunokufezekiswa ngesicwangciso-qhinga se-omni esibonelela ngokubonakalayo komzimba kunye digital ubukho babathengi kuyo yonke indawo yokubamba.
Isicwangciso-qhinga seOmni sokufowuna ngeDatha ethembekileyo
Oku kukhokelela kwimfuno yangaphakathi eqinileyo yokuqonda, uhlalutyo, ulawulo olutsha kunye nokuhanjiswa kolwazi olugqwesileyo. Umdibaniso we-BI yemveli enkonkxiweyo, idityaniswe ne-ad-hoc yokuzenzela ngokwakho kubalulekile. Amaqela eBI emveli achitha ixesha elininzi ngexesha lokuhanjiswa kwedatha kunye nobukrelekrele beshishini kuphuhliso kunye nokuvavanywa kolwazi ukuqinisekisa ukuchaneka nokuthembeka. Nangona kunjalo, xa inkqubo entsha yokuhanjiswa kolwazi ye-ETL, izikimu zeenkwenkwezi, iingxelo, kunye needashboard zenziwa, amaqela enkxaso awachithi ixesha elininzi ekuqinisekiseni ukuba umgangatho wedatha uyagcinwa. Impembelelo yedatha engalunganga ibandakanya izigqibo zeshishini elibi, amathuba aphosiweyo, ingeniso kunye nelahleko yemveliso, kunye nenkcitho eyandileyo.
Ngenxa yokuntsokotha kokuhamba kwedatha, ubungakanani bedatha, kunye nesantya sokwenza ulwazi, abathengisi bajongana nemiba esemgangathweni wedatha ebangelwe kukufakwa kwedatha kunye nemiceli mngeni ye-ETL. Xa usebenzisa ukubala okuntsonkothileyo koovimba beenkcukacha okanye kwiideshibhodi, idatha engachanekanga ingakhokelela kwiiseli ezingenanto, amaxabiso angalindelekanga okanye ukubala okungachanekanga, okwenza ulwazi lube luncedo kancinci kwaye kunokubangela ukuba abaphathi bathandabuze ukuthembeka kolwazi. Hayi ukuyenza lula ingxaki, kodwa ukuba umphathi ufumana ingxelo ngokusetyenziswa kohlahlo-lwabiwo mali phambi kokuba iinombolo zebhajethi ziqwalaselwe kwangexesha, ukubalwa kwengeniso vs uhlahlo-lwabiwo mali kuya kukhokelela kwimpazamo.
Ukulawula imicimbi yeDatha- ngokuQinisekileyo
Amaqela e-BI afuna ukuba ngaphambili kwegophe kwaye afumane izaziso zawo nawuphi na umba wedatha ngaphambi kokuba ulwazi lisiwe kubasebenzisi bokugqibela. Kuba ukujonga ngesandla akuyiyo inketho, omnye wabathengisi abakhulu wenza inkqubo yokuQinisekiswa kweMigangatho yeDatha (DQA) ejonga ngokuzenzekelayo iideshibhodi kunye neengxelo zeflash phambi kokuba kusiwa kubaphathi.
Ishedyuli yezixhobo ezinje nge-Control-M okanye iJobShedruli sisixhobo sokuhamba komsebenzi esetyenziselwa ukukhaba iingxelo zeCognos kunye needashboard eziza kusiwa kubaphathi beshishini. Iingxelo kunye nee-dashboards zithunyelwa ngokusekwe kwizinto ezithile, njengokugqitywa kwenkqubo ye-ETL okanye ngamaxesha (ngeyure nganye). Ngenkqubo entsha ye-DQA, izixhobo zokucwangcisa izixhobo MotioCI ukuvavanya idatha ngaphambi kokuziswa. MotioCI ulawulo lwenguqulo, ukuthunyelwa, kunye nesixhobo sovavanyo oluzenzekelayo seCognos Analytics enokuvavanya iingxelo kwimiba yedatha enje ngamabala angenanto, ukubala okungachanekanga okanye amaxabiso zero angafunekiyo.
Unxibelelwano phakathi kwesixhobo sokucwangcisa uLawulo-M, MotioCI kunye neCognos Analytics
Ngenxa yokuba ukubala kwiideshibhodi kunye neengxelo zeflash kunokuba nzima ngokwaneleyo, akunakwenzeka ukuvavanya yonke into yedatha. Ukujongana nalo mbandela, iqela le-BI ligqibe ekubeni longeze iphepha lokuqinisekisa kwiingxelo. Eli phepha lokuqinisekisa lidwelise idatha ebaluleke kakhulu ekufuneka iqinisekisiwe ngaphambi kokuba i-analytics ihanjiswe kwiiNdawo zoShishino ezahlukeneyo. MotioCI Kufuneka kuphela ukuvavanya iphepha lokuqinisekisa. Ngokucacileyo, iphepha lokuqinisekisa akufuneki libandakanywe kunikezelo lwabasebenzisi bokugqibela. Kungenxa yeenjongo zangaphakathi zeBICC kuphela. Indlela yokwenza kuphela iphepha lokuqinisekisa MotioCI kwenziwa ngocoselelo olukrelekrele: iparameter yayilawula ukwenziwa kweengxelo okanye ukwenziwa kwephepha lokuqinisekisa ukuba MotioCI Ndingayisebenzisa ukuvavanya ingxelo.
Ukudibanisa uLawulo-M, MotioCI, & Uhlalutyo lweCognos
Enye into enzima kukunxibelelana phakathi kwesixhobo sokucwangcisa kunye MotioCI. Umsebenzi ocwangcisiweyo unokwenza kuphela isicelo ulwazi, alunakho fumana ulwazi. Ke ngoko, MotioCI ingabhala ubume bemisebenzi yovavanyo kwitafile ekhethekileyo yedatha yayo eya kuthi iphindaphindwe rhoqo ngumcwangcisi. Imizekelo yemiyalezo yobume iya kuba:
- “Buya mva, ndisaxakekile.”
- Ndifumene umba. ”
- Okanye xa uvavanyo luphumelela, "Kulungile, thumela ulwazi lohlalutyo."
Isigqibo sokugqibela yoyilo smart yayikukohlula inkqubo yokuqinisekisa kwimisebenzi eyahlukeneyo. Umsebenzi wokuqala uya kwenza kuphela uvavanyo lwe-DQA lwedatha yohlalutyo. Umsebenzi wesibini uza kubangela ukuba iiCognos zikhuphe iingxelo. Ukucwangciswa kwenqanaba lamashishini kunye nenkqubo yezixhobo ezisetyenziswayo zisetyenziselwa imisebenzi eyahlukeneyo. Yonke imihla, yenza imisebenzi emininzi, hayi iiCognos kuphela kwaye ingezizo ze-BI kuphela. Iqela elisebenzayo liya kubeka esweni imisebenzi ngokuqhubekayo. Umcimbi wedatha, ochongwe ngu MotioCI, kunokubangela ukulungiswa. Kodwa kuba ixesha libalulekile kwintengiso, iqela ngoku linokuthatha isigqibo sokuthumela iingxelo ngaphandle kokuqhuba lonke uvavanyo lwe-DQA kwakhona.
Ukuhambisa isisombululo ngokukhawuleza
Ukuqala iprojekthi esemgangathweni yedatha ekwindla kuhlala kuza noxinzelelo oluphezulu kakhulu: Umnyama ngolwesihlanu ngolwesine. Kuba eli lixesha lemali ephezulu, uninzi lweenkampani ezithengisayo azifuni ukwenza utshintsho kwi-IT ukuze zinciphise umngcipheko wokuphazamiseka kwemveliso. Ke ngoko iqela lifuna ukuhambisa iziphumo kwimveliso ngaphambi kokuba i-IT ibambe. Ukuqinisekisa iqela leqela elinamaxesha amaninzi kumthengi, Motio kunye neqabane lethu eliselunxwemeni, iQuanam, badibana nemihla ebekiweyo, Isicwangciso esiliqili sokuma mihla le sikhokelele kwiprojekthi enikezela iziphumo ngokukhawuleza kunokuba bekucwangcisiwe. Inkqubo yoQinisekiso loMgangatho weDatha zonke zaphunyezwa kwisithuba seeveki ezisi-7 kwaye zisebenzisa kuphela i-80% yohlahlo-lwabiwo mali olwabelweyo. Ulwazi olubanzi kunye ne "hands-on" indlela eyayiqhuba ekuphumeleleni kwale projekthi.
Uhlalutyo lubalulekile kubaphathi beentengiso ngexesha leholide. Ukuqinisekisa ukuba ulwazi lujongwa ngokuzenzekelayo kwaye luqinisekisiwe, abathengi bethu bafeze elinye inyathelo lokuqhubeka nokunikezela abathengi baso abakumgangatho ophezulu, kwiimveliso zentsingiselo ngamaxabiso afikelelekayo.
