Gibela i-Data Wave With Intelligent Data Management

Idatha iyinhliziyo eshayayo yawo wonke amabhizinisi aphumelelayo. Kusolwazini lwakho lwekhasimende, izibalo zokuthengisa, amamethrikhi okukhiqiza, nokunye okuningi. Kodwa idatha iyodwa ngeke iqinisekise impumelelo. Idinga ukuphathwa ngobuhlakani futhi isetshenziselwe ukuvula amandla ayo aphelele.

Yilapho ukuphathwa kwedatha kungena khona. Kuwubuciko bokuqoqa, ukuhlela, ukuhlaziya, nokusebenzisa idatha ukuze uqondise izinqumo zamasu.

Uyini ngempela Ukuphathwa kwedatha?

Ukuphathwa kwedatha kuwumgogodla webhizinisi lakho, ukwenza isiqiniseko sokuthi ulwazi olulungile luyatholakala noma nini nanoma kuphi lapho ludingeka khona. Imayelana nokuthatha yonke idatha egeleza enkampanini yakho—idatha yekhasimende, izibalo zokuthengisa, idatha yokukhiqiza—futhi uyihlele ukuze udale inani langempela. 

Ngokuyinhloko, abaphathi bedathat ibandakanya lezi zici ezibalulekile:

• Thwebula futhi Ugcine: Qoqa ngokuhlelekile futhi ugcine ngokuvikelekile yonke idatha efanele endaweni emaphakathi (isb, isizindalwazi noma izinsizakalo zefu).
• Ukuqinisekisa ikhwalithi: Hlola njalo futhi uhlanze idatha yakho ukuze ugweme amaphutha, izimpinda, nokungahambisani.
• Ukuhlaziya nokutolika: Sebenzisa izindlela namathuluzi ukuze uhlonze amaphethini anengqondo namathrendi ngaphakathi kwedatha.
• Ukufinyeleleka: Yenza imininingwane ezuzwe kudatha yakho iqondeke kalula futhi itholakale kubenzi bezinqumo ababalulekile.
• Ukuvikelwa Kwedatha Nokuhambisana: Vikela idatha ekufinyeleleni okungagunyaziwe nasekusetshenzisweni kabi, ngokuthobelana nezimfuneko zomthetho ezifana ne- I-EU's General Data Protection Regulation (GDPR).

Kafushane, Ukuphathwa kwedatha iletha ukuhleleka, obala, nokuphepha endleleni inkampani ephatha ngayo izinsiza zayo zedatha ezibalulekile. 

Idatha Enhle Nedatha Yokwenziwe: I-Dynamic Duo ye Ukuphathwa kwedatha 

Izinhlobo ezahlukene zedatha zibalulekile empumelelweni yebhizinisi. Okubili okubaluleke kakhulu idatha master kanye nedatha yokwenziwayo. 

Idatha eyinhloko kufana nekhadi lebhizinisi lenkampani yakho. Iqukethe ulwazi oluyisisekelo olungavamisile ukushintsha: idatha yekhasimende, ulwazi lomkhiqizo, amakheli abahlinzeki-mpahla—yonke into odinga ukuyazi mayelana nozakwethu bebhizinisi kanye neminikelo yakho. Le datha yenza isisekelo sezinqubo eziningi futhi isetshenziswa eminyangweni ehlukene. 

Idatha yokwenziwe, ngakolunye uhlangothi, ikubonisa ukuthi kwenzekani “ngemuva kwezigcawu.” Ithwebula zonke izenzo nezinguquko ngaphakathi kwenkampani: ama-oda, ukulethwa, ama-invoyisi, idatha yokukhiqiza—yonke into eqhubekayo. Le datha ihlinzeka ngemininingwane ebalulekile ekuguquguqukeni kwebhizinisi lakho, ikusiza ukuthi ubone amathrendi futhi uqondise izinqubo. 

Idatha eyinhloko inikeza isisekelo, idatha yokwenziwayo imininingwane. Ndawonye, ​​bapenda isithombe esiphelele senkampani yakho futhi babalulekile ukuze uphumelele Ukuphathwa kwedatha. 

Kusukela ku-Data Chaos kuya kunzuzo yokuncintisana: Izinzuzo ze-Smart Ukuphathwa kwedatha

Ukuphathwa kwedatha akukhona nje ukudala ukuhleleka; kuyikhampasi ekuholela ekusebenzeni kahle kakhudlwana, ezinqumweni ezingcono, nasekukhuleni okuzinzile.

Kodwa yiziphi izinzuzo eziqondile elizinikezayo? 

• Ikhono nokuphendula: Ezweni lanamuhla lebhizinisi elisheshayo, kubalulekile ukusabela ngokushesha ukuze ushintshe. Ukuphathwa kwedatha iqinisekisa ukuthi ulwazi olulungile luyatholakala ngesikhathi esifanele. 
   
• Izinqumo ezinolwazi: “Ukuzizwa kwamathumbu” kuyinto yesikhathi esidlule. Izinkampani eziphumelelayo zisekela izinqumo zazo emaqinisweni. Ngokuhlaziya idatha evela emithonjeni ehlukahlukene, ungakwazi ukuhlonza amathrendi, unciphise ubungozi, futhi ubone amathuba amasha. 
   
• Izinqubo ezilungiselelwe: Ukuphathwa kwedatha isiza ukunciphisa nokwenza izinyathelo zomsebenzi ngokuzenzakalelayo. Lokhu kugeleza kwedatha okusebenzayo konga isikhathi nezinsiza ngenkathi kuthuthukisa ukukhiqiza. 
   
• Ukusebenzisana Okuthuthukisiwe: Ukunikeza bonke abasebenzi ukufinyelela kudatha efanayo kukhuthaza ukubonakala futhi ukusebenzisana ngaphakathi kwenkampani. Lokhu kugwema ukungezwani kanye nezithiyo zokuxhumana ngenkathi kwakhiwa ukuqonda okwabiwe kwemigomo yenkampani. 
   
• Ukuhambisana Nokulawulwa Kwengozi: Careful Ukuphathwa kwedatha iqinisekisa ukuthi inkampani yakho ihlangabezana nezimfuneko zokuthobela futhi inciphisa ubungozi obungokomthetho.

Idatha iyigolide elisha—kodwa yilabo abayiphethe ngendlela efanele kuphela abangavula inani layo langempela. 

Gwema Amaphutha Abizayo futhi Uthuthukise Ikhwalithi Yedatha nge Ukuhlanza Idatha 

Ukuphathwa kwedatha iletha izinzuzo eziningi, kodwa nezinselele. Esinye sezithiyo ezinkulu ukuqinisekisa ikhwalithi yedatha. Kusho ukuthini lokho ngempela?

Empeleni, imayelana nokwenza isiqiniseko sokuthi idatha yakho iyafana futhi inembile. Kuzwakala kulula, kodwa ekusebenzeni, ngokuvamile kuwumsebenzi oyinkimbinkimbi. Ngoba idatha eyiphutha ingena ngokushesha futhi ingaholela ezinkingeni ezinkulu.

Cabanga nje umnyango othengayo u-oda izinto ngentengo engafanele ngenxa yedatha engalungile, ugcina izimpahla ngokungafanele, noma uziletha ekhelini elingelona. Amaphutha anjalo awagcini nje ngokudla isikhathi nemali kodwa angalimaza nokwethenjwa kwamakhasimende akho nozakwethu.

Ukuze ugweme lezi zinkinga, ukuhlanzwa kwedatha iyingxenye emaphakathi ye Ukuphathwa kwedatha. Lokhu kuhlanganisa ukuhlonza, ukulungisa, noma ukususa idatha engalungile, engaphelele, noma engabalulekile.

Umgomo uwukudala idathasethi “ehlanzekile” nengaguquguquki esebenza njengesisekelo esithembekile sazo zonke izinqubo zebhizinisi.

Ukuhlanzwa kwedatha kuhilela izinyathelo ezimbalwa:

• Ukuhlonza idatha eyiphutha: isb, izimpinda, ama-typos, amanani ashodayo
• Ukulungisa amaphutha: isb, ukulungisa ama-typos, ukugcwalisa ulwazi olungekho
• Ukususa idatha engabalulekile: isb, ukususa amarekhodi aphelelwe yisikhathi

Ngempumelelo ukuhlanzwa kwedatha idinga kokubili izinqubo ezenziwa ngesandla nezizenzakalelayo kanye nezixazululo zesofthiwe ezikhethekile. 

Nakuba ukuqinisekisa ikhwalithi yedatha kudinga umzamo, kuyawufaneleka. Ngoba kuphela ngedatha ethembekile lapho inkampani yakho ingaqhubeka nokuchuma esikhathini esizayo.

Ukufundisa Ikusasa Eliqhutshwa Ngedatha nge Idatha enkulu, Amasevisi Wefu kanye ne-AI

Ukuphathwa kwedatha ishintsha ngokushesha. Ngokuthuthuka kwedijithali, amanani amakhulu wedatha, aziwa nangokuthi Idatha enkulu, ziyakhiqizwa, okudingeka zilawulwe. 

Ubuchwepheshe obusha njengobuhlakani bokwenziwa (AI) kanye izinsizakalo zefu ukusiza izinkampani zivule amathuba amasha ekuphatheni idatha.

I-AI ingakwazi ukubona amaphethini kudatha yakho ahlala efihliwe ngaphambilini. Lokhu kukunikeza imininingwane ebalulekile ngokuziphatha kwamakhasimende, amathrendi ezimakethe, kanye nezingozi ezingaba khona—ngesikhathi sangempela.

Ngisho nentuthuko amanani esizayo kungaba kubikezelwe nge-AI ukwenza izinqumo ezingcono kakhulu zokuthenga nezokuthengisa. I-AI ihlaziya amasethi edatha abanzi ngemizuzwana futhi iveze ukuxhumana okuhlala kufihliwe emehlweni omuntu.

Ngaphezu kwalokho, izinsizakalo zefu ikunikeza inkululeko yokufinyelela idatha yakho noma yikuphi futhi uhlanganyele namaqembu omhlaba. Abasebenzi bakho bangafinyelela lonke ulwazi olubalulekile kungakhathaliseki indawo futhi basebenze ndawonye kumaphrojekthi ngesikhathi sangempela.

Ifu ngokwalo linikeza izixazululo eziguquguqukayo nezingalawuleki ukugcinwa kwedatha, ukucubungula, nokuhlaziya. Lokhu kuvumela izinkampani ukuthi zisabele ngokushesha ezidingweni eziguqukayo futhi zisebenzise izinsiza zazo ngendlela efanele.

Ukuhlanganiswa kwe Idatha enkulu, izinsizakalo zefu, futhi i-AI idala i-ecosystem ehlakaniphile eguqula idatha ibe ulwazi olubalulekile. Lolu lwazi lwenza izinkampani zenze izinqumo ezinolwazi, ziqondise izinqubo, futhi ziqhubekisele phambili izinto ezintsha.

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