Isiqulatho[Fihla][Bonisa]
I-metaverse, intelligence intelligence (AI), i-computing yefu, izixhobo eziphathwayo, kunye ne-Intanethi yeZinto (IoT) zonke ziya zidume ngakumbi.
Ngenxa yoko, amashishini avelisa kwaye aqokelele idatha eninzi kunangaphambili. Xa uqhagamshela kwiwebhusayithi okanye isixhobo, idatha iyenziwa kwaye igcinwe.
Iinkampani ezicinga phambili ziyakubona ukubaluleka kokusebenzisa idatha enjalo. Ibavumela, phakathi kwezinye izinto, ukuphucula amava abathengi kunye nenzuzo. Nokuba uzama ukuphucula amava omthengi okanye ulawule ngcono uluhlu lwakho lwempahla, idatha inokunceda inkampani yakho yenze izigqibo ezingcono.
Okukhona ishishini lakho linenzuzo enkulu, kokukhona ukhawuleza ukwenza izigqibo ezinjalo. Umkhuba wokusebenzisa idatha yexesha lokwenyani ukwenza ukhetho olukhawulezayo lweshishini kwaziwa njengohlalutyo olusebenzayo, ngamanye amaxesha olwaziwa njengobukrelekrele bokusebenza.
Kwesi siqwenga, siza kujonga nzulu kwiinkcukacha zohlalutyo, iimeko zokusetyenziswa, nokunye okuninzi. Masiqale.
Yintoni i-Operational Analytics?
"Ukwenziwa kwezigqibo okuqhutywa yidatha" kukhankanywa rhoqo kumaqela onke.
Nangona le ibikade iyinjongo ende, ukuqhubela phambili kwi-stack yedatha, efana neendawo zokugcina idatha, amachibi edatha, kunye nezixhobo ze-BI, yenze ingqiqo yedatha yexesha lokwenyani lula kwaye ingabizi kakhulu kunangaphambili.
Idatha iye yabaluleka ngakumbi ngenxa yenkqubela phambili yokufunda umatshini, ubukrelekrele bokwenziwa, kunye nokwembiwa kwedatha.
Nangona kunjalo, kusekho ingxaki engasonjululwanga: iimbono ezifunyenwe kule datha ziluncedo kuphela ukuba zixhaswe ukwenza utshintsho lweshishini oluhambisa inaliti phambili.
Uhlalutyo olusebenzayo luhlobo lohlalutyo lweshishini olugxile ekubekeni iliso kwimisebenzi yenkampani yangoku neyexesha lokwenyani. Isebenzisa uhlalutyo lwedatha yexesha langempela kunye nobukrelekrele beshishini ukukhulisa imveliso kunye nokulungelelanisa imisebenzi yemihla ngemihla.
Kwilizwe leshishini lanamhlanje, kubalulekile ukuba iinkampani zibe nedatha yexesha lokwenyani kunye nokucaca okupheleleyo kwindlela yokuziphatha yabathengi kunye neenkqubo zenkampani ukuze abanini bakwazi ukugcina umkhondo wemisebenzi yabo yemihla ngemihla kwaye bathathe amanyathelo afunekayo ukonyusa ulonwabo lwabathengi kunye nezantsi. umgca.
Ingaba isebenza kanjani?
Kule minyaka yangoku, kuye kwavela isitakhi sedatha esisemgangathweni, sigxile kwindawo yokugcina idatha ekwaziyo ukuxhasa uhlalutyo lwakudala kunye nokusebenza.
Ukuphumeza uhlalutyo olusebenzayo lufikeleleka kakhulu kwiifemu zayo nayiphi na isayizi ukuba utyala imali kwesi siseko sisisiseko. Kukho amacandelo amane ogcino lwedatha lwangoku:
- Umdibaniso lwedatha - Cinga nge-Fitran njenge-ETL (i-extract, load, transform) isisombululo esiza kudibanisa yonke imithombo yakho yedatha kwindawo yakho yokugcina idatha.
- Ukugcinwa kwedatha - Qwalasela Snowflake, indawo yokugcina idatha enokugcina idatha ehleliweyo kunye neyokungalungiswanga kwindawo enye.
- Imodeli yedatha: Qwalasela i-dbt, isicelo somfuziselo wedatha esikuncedayo ekulawuleni idatha yakho ngokubonelela ngethala leencwadi lemifuziselo yedatha eyenza ukuba idatha yakho isebenziseke kusetyenziso olwahlukeneyo.
- Ukuqaliswa kweDatha: Cinga ngeTeradata, itekhnoloji yokwenziwa kwedatha eya kukhupha idatha esebenzisekayo kwindawo yakho yokugcina idatha, iyiqinisekise ngokuzenzekelayo, kwaye iyigqithisele kwizixhobo eziyifunayo.
Iimeko zokuSebenza eziHlalutyisiweyo zokuSebenza
Imisebenzi emininzi ephambili yeshishini ixhaswa luhlalutyo olusebenzayo. Ukugcina oku engqondweni, nazi ezinye iindlela amasebe ahlukeneyo kumbutho wakho anokuzuza ngayo ekusebenziseni uhlalutyo lokusebenza:
- Marketing: Ukusebenzisa idatha yokusebenza ukunika iingcebiso ezijoliswe kuyo kwizinto okanye ukukhushulwa ngelixa umthengi ethenga, amashishini anokwandisa ukuthengisa ngexesha langempela. Umzekelo, idilesi ye-IP yomthengi ingasetyenziswa ukumisela indawo abakuyo kunye nokuseta amaxabiso ngokutshintsha ngokuxhomekeke kumandla okuthenga aqhelekileyo wendawo.
- ulawulo: Ngokusebenzisa ubukrelekrele obuqhubekayo, amashishini anokulawula ngcono imisebenzi yawo, njengokugcina ukhuseleko koomatshini ngaphambi kokuba bawaphule okanye bazalise izinto ezithengiswayo ezidumileyo.
- IT: Uhlalutyo lokuSebenza kwi-IT lubandakanya ukuqokelela kunye nokuhlalutya ulwazi lwexesha langempela lomsebenzi kuwo wonke amaseva, amacandelo othungelwano, iinkqubo zefu, kunye nezicelo. Ulwazi ke lusetyenziswa ngamagcisa ukugcina ixesha kunye nokugcina iindleko zokusebenza.
- Imixokelelwane yonikezelo: Ziyinkimbinkimbi kwaye zibuthathaka. Izixokelelwano zonikezelo zonakalisa imiba enjengokunqongophala kwemveliso kunye nokunqongophala kwabasebenzi kwindawo yokugcina iimpahla, kunye nokuphazamiseka kokuhanjiswa okufana neentlekele zezithuthi kunye nemozulu. Oku kunokubangela iiodolo ezingemva kunye nabathengi kunye namaqabane angonelisekanga. I-Logistics ye-Supply chain logistics iphuculwa zizisombululo zohlalutyo olusebenzayo, ezibonelela ngengqiqo enkulu kwaye zivumela ukuhamba kwemveliso ngokukhawuleza.
- Iqela lemveliso: Ukubeka iliso koomatshini, izithuthi, kunye nemigca yokuvelisa, bahlala besebenzisa uhlalutyo olusebenzayo. Banika ukhuseleko oluyimfuneko kunye nedatha esemgangathweni, ekhokelela kwiindawo zokusebenza ezinempilo nezisebenzayo kunye neengozi ezimbalwa kunye nexesha lokuphumla.
- ababhekisi: Banokukhangela indlela abathengi abasebenzisa ngayo iimveliso zabo ngexesha langempela kwaye benze uhlengahlengiso kwi-fly usebenzisa idatha yexesha langempela. Umzekelo, ukuba abadlali banengxaki yokungena kwicandelo lomdlalo, umdali womdlalo we-intanethi unokuguqula inqanaba lobunzima baloo ndawo okanye anike izixhobo kumdlalo ukunceda abadlali ukuba banyuse amathuba okuqhubekeka ukuya kwinqanaba elilandelayo.
IiNzuzo zokuHlalutywa kokuSebenza
Kukho isizathu sokuba iifemu eziphambili zandise utyalo-mali lwazo kuhlalutyo olusebenzayo. Inokuba nempembelelo entle ngokunzulu kuyo yonke intlangano. Nazi izizathu ezine zokuba kutheni imibutho exabisa uhlalutyo lokusebenza ingajongi ngasemva.
1. Ukwenza izigqibo ngokukhawuleza
Ukufikelela ngokulula kwidatha kwizixhobo ozisebenzisayo rhoqo kuvumela iifemu ukuba zisebenze ngokukhawuleza nangobukrelekrele, zibonelela ngemilinganiselo enzima yokuxhasa izigqibo ezinzima.
2. Ukwaneliseka okwandisiweyo kwabaxhasi
Ukuthatha idatha kunye nokuyisebenzisa ukuqonda iimfuno zomntu ngamnye kuyafuneka ukwenza amava abalaseleyo abaxhasi.
Xa usebenza nabathengi, izisombululo ze-analytics zokusebenza zenza ukuba iifemu zisebenze ngokunyuka kwexesha, ukuchaneka kunye novelwano. Ngenxa yoko, abathengi banamava angcono, bathembekile ngakumbi, kwaye banovavanyo oluphezulu.
3. Ukwaneliseka kwabasebenzi kuye kwaphucuka
Abantu abanetalente abafuni ukuchitha ixesha kwimisebenzi ephantsi efana nokufakwa kwedatha, kwaye abafuni kucwangcisa iintsuku zabo ngokungena kumaqonga amathathu ahlukeneyo. Iinkampani eziqhubeka zisebenzisa iindlela zoshishino eziphelelwe lixesha zisemngciphekweni wokuphulukana nabasebenzi abanobuchule ukuya kubakhuphisana abakwizinga eliphezulu kwezobuchwepheshe.
Iinkampani ezikhokelayo zisebenzisa uhlalutyo olusebenzayo kunye ne-automation yokuhamba komsebenzi ukwenza lula imisebenzi yabasebenzi, ikwenza kube lula kwaye kukhawuleze ukufumana ulwazi, olufunayo xa ulufuna. Ngaphaya koko, ukusebenza kancinci kwenza kube lula ukuqesha nokugcina abasebenzi abagqwesileyo.
4. Ukwanda kweenzuzo
Qwalasela umnxeba womthengi ukuba abeke iodolo yemveliso okanye inkonzo entsha.
Ukuba nedatha ezandleni zakho kwenza kube lula ukusebenzisa amathuba njengoko evela.
Unokunika abathengi izibonelelo ezilungiselelwe ukuba baphendule ukuba unolwazi oluchanekileyo, ukubanceda ukuba benze izigqibo zokuthenga ezikrelekrele kunye nokuphucula inzuzo iyonke.
isiphelo
Ukuqukumbela, ngokusebenzisa i-Operational Analytics, inkampani yakho ibeka amandla e-Real-time Business Intelligence ezandleni zabasebenzi bakho bangaphambili, okubavumela ukuba banike elona xabiso liphezulu kwinkampani. Iinkampani ziya ziphendukela kwixesha langempela lokucubungula idatha njengoko iindleko zezixhobo ezisekelwe kwifu (ezifana neeseva kunye neendawo zokugcina idatha) ziwa.
Shiya iMpendulo