Ukuthengisa kungenye yezimboni eziphezulu eziguqulwa ubuchwepheshe be-AI ne-Analytics. Abathengisi abathengisayo badinga ukubandakanya ukuhlukaniswa, ukwehlukaniswa, kanye nokutholakala kwamaqembu ahlukahlukene wabathengi ngenkathi behambisana nemikhuba eqhubeka njalo yemfashini. Abaphathi besigaba badinga imininingwane ukuze babe nokuqonda okuningiliziwe kwamaphethini wokusebenzisa, ukufunwa kwabathengi, abahlinzeki, nezimakethe ukuphonsela inselelo ukuthi izimpahla nezinsizakalo zitholwa futhi zilethwa kanjani.
Ngokuziphendukela kobuchwepheshe kanye neminyaka eyizinkulungwane zokushayela ushintsho ekuziphatheni komthengi emakethe, imboni yezokuthengisa kumele inikeze ngomuzwa ohlangene womsebenzisi. Lokhu kungafinyelelwa ngokusebenzisa isu le-omni-channel elihlinzeka ngokubili okuhle ngokomzimba futhi digital ubukhona bamakhasimende kuyo yonke indawo yokuthinta.
Izingcingo zecebo le-Omni-Idatha Ethembekile
Lokhu kuholela ekufuneni okuqinile kwangaphakathi kokuqonda, ukuhlaziywa, ukuphathwa okusha kanye nokulethwa kolwazi oluhle kakhulu. Ukuhlanganiswa kwe-BI ekheniwe yendabuko, kuhlanganiswe ne-ad-hoc self-service kuyisihluthulelo. Amaqembu endabuko e-BI achitha isikhathi esiningi ngesikhathi sokulethwa kokugcinwa kwedatha nobuhlakani bebhizinisi ekuthuthukiseni nasekuhlolweni kolwazi ukuqinisekisa ukunemba nokwethembeka. Kodwa-ke, lapho inqubo entsha yokulethwa kolwazi ye-ETL, izikimu zezinkanyezi, imibiko, namadeshibhodi kwenziwa, amaqembu okusekela awachithi isikhathi esiningi aqinisekisa ukuthi ikhwalithi yedatha iyagcinwa. Umthelela wemininingwane emibi kufaka phakathi izinqumo ezimbi zebhizinisi, amathuba alahlekile, imali engenayo nokulahleka komkhiqizo, nezindleko ezengeziwe.
Ngenxa yobunzima bokuhamba kwedatha, ubuningi bemininingwane, nejubane lokwenziwa kolwazi, abathengisi babhekana nezinkinga zekhwalithi yedatha ezibangelwa ukufakwa kwedatha nezinselelo ze-ETL. Lapho usebenzisa izibalo eziyinkimbinkimbi kumininingo egciniwe noma kumadeshibhodi, idatha engalungile ingaholela kumaseli angenalutho, amanani we-zero angalindelekile noma izibalo ezingalungile, okwenza imininingwane ingabi lusizo kangako futhi kungadala abaphathi bangabaze ubuqotho bemininingwane. Hhayi ukukwenza lula inkinga, kepha uma umphathi ethola umbiko ngokusetshenziswa kwesabelomali ngaphambi kokuba izinombolo zesabelomali zicutshungulwe ngendaba efike ngesikhathi, ukubalwa kwemali engenayo uma kuqhathaniswa nesabelomali kuzoba nephutha.
Ukuphatha Izinkinga Zedatha- Ngokusebenzayo
Amaqembu e-BI afuna ukuba phambili kwekhevu futhi athole izaziso nganoma iyiphi inkinga yedatha ngaphambi kokuthi imininingwane ilethwe kubasebenzisi bokugcina. Njengoba ukuhlola okwenziwa ngesandla kungeyona inketho, omunye wabathengisi abakhulu wenza uhlelo lweDatha Quality Assurance (DQA) oluhlola ngokuzenzakalela amadeshobhodi nemibiko ye-flash ngaphambi zilethwe kubaphathi.
Amathuluzi wokuhlela afana ne-Control-M noma iJobScheduler ngamathuluzi wokuhamba kokuhamba komsebenzi asetshenziselwa ukukhahlela imibiko yeCognos namadeshibhodi azonikezwa abaphathi bebhizinisi. Imibiko namadeshibhodi kudilivwa kususelwa kuzinto ezithile ezibangela, njengokuqedwa kwenqubo ye-ETL noma ngezikhathi ezithile (njalo ngehora). Ngohlelo olusha lwe-DQA, ithuluzi lokuhlela licela MotioCI ukuhlola idatha ngaphambi kokulethwa. MotioCI ukulawula inguqulo, ukuthunyelwa, kanye nethuluzi lokuhlola elizenzakalelayo le-Cognos Analytics elingahlola imibiko yezinkinga zedatha njengezinkambu ezingenalutho, izibalo ezingalungile noma amanani weqanda angafuneki.
Ukusebenzisana phakathi kwethuluzi lokuhlela i-Control-M, MotioCI kanye neCognos Analytics
Ngoba ukubalwa kuma-dashboard nemibiko ye-flash kungahle kube yinkimbinkimbi, akunakwenzeka ukuhlola yonke into yedatha eyodwa. Ukubhekana nalolu daba, ithimba le-BI linqume ukufaka ikhasi lokuqinisekisa emibikweni. Leli khasi lokuqinisekisa libala imininingwane ebucayi edinga ukuqinisekiswa ngaphambi kokuthi ama-analytics alethwe kumigqa ehlukene yebhizinisi. MotioCI idinga kuphela ukuhlola ikhasi lokuqinisekisa. Ngokusobala, ikhasi lokuqinisekisa akufanele lifakwe ekulethweni kwabasebenzisi bokugcina. Kungenxa yezinjongo ze-BICC zangaphakathi kuphela. Indlela yokwenza kuphela leli khasi lokuqinisekisa le- MotioCI kwenziwa ngokutshelwa okuhlakaniphile: ipharamitha ibilawula ukwenziwa kwemibiko noma ukwenziwa kwekhasi lokuqinisekisa lelo MotioCI uzosebenzisa ukuhlola lo mbiko.
Ukuhlanganisa Ukulawula-M, MotioCI, & Izibalo zeCognos
Esinye isici esiyinkimbinkimbi ukuxhumana phakathi kwethuluzi lokuhlela kanye MotioCI. Umsebenzi ohleliwe ungasebenza kuphela isicelo imininingwane, ngeke ukuthola imininingwane. Ngakho-ke, MotioCI izobhala isimo semisebenzi yokuhlola kuthebula elikhethekile ledathabheyisi lalo elizohlala liphinwe ngumhleli. Izibonelo zemiyalezo yesimo kungaba:
- “Buya emuva kwesikhathi, ngisaxakekile.”
- "Ngithole inkinga."
- Noma lapho isivivinyo sidlula, "Kulungile, thumela imininingwane yokuhlaziya."
Isinqumo sokugcina se-smart design bekuwukuhlukanisa inqubo yokuqinisekisa ibe yimisebenzi ehlukile. Umsebenzi wokuqala uzokwenza kuphela ukuhlolwa kwe-DQA kwedatha yokuhlaziya. Umsebenzi wesibili ungadala iCognos ukuthi ithumele imibiko. Amathuluzi wokuhlela kanye nezinqubo ezishintshayo asetshenziselwa imisebenzi ehlukile. Nsuku zonke, yenza imisebenzi eminingi, hhayi iCognos kuphela hhayi i-BI kuphela. Ithimba labasebenza lizoqhubeka nokuqapha imisebenzi. Inkinga yedatha, ekhonjwe ngu- MotioCI, kungaholela ekulungisweni. Kepha njengoba isikhathi sibalulekile ekuthengiseni, iqembu manje linganquma ukuthumela imibiko ngaphandle kokuphinda kwenziwe lonke uvivinyo lwe-DQA.
Ukuletha Isixazululo Ngokushesha
Ukuqala iphrojekthi yekhwalithi yedatha ku-Fall kuhlala kuza nengcindezi yesikhathi esiphezulu ngokwedlulele: IBlack Friday isondela emkhathizwe. Njengoba lesi kuyisikhathi semali ephezulu, izinkampani eziningi ezidayisayo azifuni ukusebenzisa izinguquko ze-IT ukuze zinciphise ubungozi bokuphazamiseka komkhiqizo. Ngakho-ke iqembu belidinga ukuletha imiphumela ekukhiqizweni ngaphambi kwalokhu kubanda kwe-IT. Ukuqinisekisa iqembu lezoni lezikhathi eziningi lekhasimende, Motio nozakwethu osebeni lolwandle, iQuanam, bahlangabezane nezikhathi zabo zokugcina, Isu lobuchule lokuma nsuku zonke laholela kuphrojekthi eletha imiphumela esheshayo kunaleyo ebihleliwe. Izinqubo zokuQinisekiswa Kwekhwalithi yeDatha zonke zenziwe kungakapheli amasonto ayisikhombisa futhi zasebenzisa kuphela u-7% wesabelomali esabiwe. Ulwazi olubanzi kanye nendlela yokwenza "izandla" eyaba yimbangela yempumelelo yale phrojekthi.
I-Analytics ingukhiye wabaphathi bezokuthengisa ngesikhathi samaholide. Ukuqinisekisa imininingwane ihlolwa ngokuzenzakalela futhi iqinisekiswe, amakhasimende ethu afeze esinye isinyathelo sokuqhubeka nokunikeza amakhasimende ayo imikhiqizo esezingeni eliphakeme, esezintweni ngamanani aphansi.
