Izinto Eziyi-10 I-C-Suite Edinga Ukuzazi Ngezibalo

Uma ungazange uhambe kakhulu muva nje, nasi isifinyezo esiphezulu sentuthuko emkhakheni wezibalo okungenzeka ukuthi awuphuthelwe kumagazini we-airline seatback.

1. Ayisabizwa ngokuthi i-Decision Support Systems (yize yayiyiminyaka engu-20 edlule).                                                                                                             Ayibiki (iminyaka eyi-15), iBusiness Intelligence (iminyaka eyi-10), noma i-Analytics (iminyaka emi-5). Kunjalo Okudala Ama-Analytics. Noma, i-Analytics ishumekwe ne-AI. Izibalo ezisezingeni eliphezulu manje zisebenzisa ithuba lokufunda komshini futhi zisiza ekwenzeni izinqumo kusuka kudatha. Ngakho-ke, ngomqondo othile, sibuyele lapho siqale khona - ukwesekwa kwezinqumo.
2. AmaDashboard. Izinkampani ezithuthukayo ziyaqhela kumadeshibhodi. Amadeshibhodi azalwa kubaphathi ngokunyakaza kwezinhloso zama-1990s. Amadeshibhodi ngokuvamile abonisa Izinkomba Zokusebenza Ezingukhiye futhi alandelela inqubekelaphambili eya emigomeni ethile. Amadeshibhodi athathelwa indawo yizibalo ezithuthukisiwe. Esikhundleni sedeshibhodi emile, noma eyodwa enemininingwane eminingi, i-AI ifake ukuhlaziya ikwazisa ngalokho okubalulekile ngesikhathi sangempela. Ngomqondo othile, lokhu futhi kuyimbuyiselo ekuphathweni ngama-KPI achazwe kahle, kodwa ngokushintshashintsha - ingqondo ye-AI ikubuka amamethrikhi.
3. Amathuluzi ajwayelekile. Iningi lezinhlangano azisenalo ithuluzi le-BI elijwayelekile lebhizinisi. Izinhlangano eziningi zinezibalo ezi-3 kuya kwezi-5, i-BI namathuluzi okubika atholakalayo. Amathuluzi amaningi avumela abasebenzisi bedatha ngaphakathi kwenhlangano ukuthi basebenzise kangcono amandla amathuluzi angawodwana. Isibonelo, ithuluzi elincanyelwayo enhlanganweni yakho lezibalo ze-ad hoc ngeke liphumelele emibikweni ye-pixel-perfect edingwa uhulumeni nama-ejensi alawulayo.
4. Ifu. Zonke izinhlangano eziholayo zisefwini namuhla. Abaningi bahambise idatha yokuqala noma izinhlelo zokusebenza efwini futhi zisenguqukweni. Amamodeli we-Hybrid azosekela izinhlangano esikhathini esiseduze njengoba zifuna ukwenza imali ngamandla, izindleko nokusebenza kahle kokuhlaziywa kwedatha efwini. Izinhlangano eziqaphile ziyahlukahluka futhi zivikela ukubheja kwazo ngokusiza abathengisi bamafu abaningi. 
5. Ukuphathwa kwedatha okuyinhloko.  Izinselelo ezindala zintsha futhi. Ukuba nomthombo owodwa wedatha okufanele uhlaziywe kubaluleke kakhulu kunangaphambili. Ngamathuluzi e-ad hoc okuhlaziya, amathuluzi avela kubathengisi abaningi, ne-IT yesithunzi engalawulwa, kubalulekile ukuba nenguqulo eyodwa yeqiniso.
6. Abasebenzi abakude lapha ukuhlala. Ubhubhane luka-2020-2021 lwacindezela izinhlangano eziningi ukuthi zithuthukise ukusekelwa kokubambisana okukude, ukufinyelela kwedatha kanye nezicelo zokuhlaziya. Lo mkhuba awubonisi zimpawu zokuncipha. IJografi isiba umgoqo wokwenziwa futhi abasebenzi bazijwayeza ukusebenza emaqenjini ahlakazekile anokusebenzelana okubonakalayo kuphela kobuso nobuso. Ifu ingobunye ubuchwepheshe obusekelayo kulo mkhuba.
7. Isayensi Yedata ngobuningi. I-AI ekuhlaziyeni izonciphisa umkhawulo weSayensi Yedatha njengendima ngaphakathi kwenhlangano. Kusazoba nesidingo sososayensi bedatha yobuchwepheshe abasebenza ngokukhethekile ekubhaleni amakhodi nokufunda ngomshini, kodwa i-AI ingase ivale ngokwengxenye igebe lamakhono kubahlaziyi abanolwazi lwebhizinisi.  
8. Ukwenza imali ngedatha. Kunezindlela eziningi lapho lokhu kwenzeka khona. Izinhlangano ezikwazi ukwenza izinqumo ezihlakaniphile ngokushesha zizohlala zinenzuzo yendawo yemakethe. Ngakolunye uhlangothi, sibona ekuthuthukisweni kwe-Web 3.0, umzamo wokulandelela idatha nokwenza i-inthanethi ibe yindlala kakhulu (ngakho-ke ibaluleke kakhulu) ngokusebenzisa amasistimu e-blockchain. Lezi zigxivizo zeminwe zesistimu digital Izimpahla ezizenza zihluke, zilandeleke futhi zithengiseke.
9. Ukubusa. Ngezici zakamuva eziphazamisayo zangaphandle kanye nezangaphakathi, yisikhathi esibalulekile sokubuyekeza kabusha izinqubomgomo ezikhona zokuhlaziya/idatha, izinqubo kanye nezinqubo ngokucabangela ubuchwepheshe obusha. Ingabe izinqubo ezihamba phambili zidinga ukuchazwa kabusha njengoba kunamathuluzi amaningi? Ingabe izinqubo zokuthobela izimfuneko zokulawula noma ukucwaningwa kwamabhuku zidinga ukuhlolwa?
10. Umbono.  Inhlangano ithembele kubaphathi ukwenza izinhlelo bese bebeka izifundo. Ezikhathini ezineziyaluyalu nezingaqiniseki kubalulekile ukudlulisa umbono ocacile. Yonke inhlangano kufanele ihambisane nesiqondiso esibekwe ubuholi. Inhlangano eguquguqukayo izohlola kabusha kaningi endaweni eguqukayo kanye nesifundo esilungile, uma kunesidingo.