Yiziphi izinto ezibalulekile okumelwe uzicabangele lapho uhlanganisa iqembu elizosebenzisa imodeli yakho yokusebenza ye-AI?
Lapho kwakhiwa ithimba elifanele lokusebenzisa imodeli yakho yokusebenza ye-AI kubalulekile ukucabangela lezi zinto ezilandelayo:  1) Ukuthi isisekelo sami sedatha sikhule kangakanani: Ukuthi idatha yakho isekhona yini kuma-silos, inamathele kumafomethi anelungelo lobunikazi noma kunzima ukufinyelela ngendlela ehlanganisiwe kuzoba nemithelela emikhulu enanini lomsebenzi wobunjiniyela bedatha nobuchwepheshe besikhulumi sedatha obudingekayo.  2) Ingqalasizinda nokuphathwa kwesikhulumi: Ukuthi udinga ukugcina noma ukusebenzisa njengokunikezwa kwensizakalo kungaba nomthelela omkhulu ekwakhiweni kweqembu lakho jikelele. Ngaphezu kwalokho, uma ipulatifomu yakho yeDatha ne-AI yakhiwe ngezinsizakalo nezingxenye eziningi umthwalo wokuphatha wokulawula nokuvikela idatha nabasebenzisi nokugcina zonke izingxenye zisebenza ngokubambisana kungaba nzima kakhulu ikakhulukazi ezingeni lebhizinisi.  3) Ama-MLOps: Ukuze uzuze ngokugcwele ku-AI kudingeka ukwazi ukuyisebenzisa ukuze ube nomthelela ebhizinisini lakho. Ukuqasha ithimba eligcwele lezesayensi yedatha ngaphandle kokuba nobungcweti obufanele bokwakha i-ML noma amathuluzi afanele okupakisha, ukuhlola, ukusebenzisa nokuqapha kuwukuchitha kakhulu. Kunezinyathelo eziningana ezihamba ekuqhubeni izinhlelo zokusebenza ze-AI eziphumelelayo futhi imodeli yakho yokusebenza kufanele ibonise lokho ezindimeni ezihilelekile nasendleleni ukuphathwa komjikelezo wempilo yemodeli kwenziwa ngayo kusuka ekuboneni isimo sokusebenzisa, ukuthuthukiswa kuya ekuqalisweni, futhi mhlawumbe okubaluleke kakhulu ukusetshenziswa.  Lezi zici ezintathu kufanele zichaze ukugxila kwakho kanye nezindima okufanele zibe yingxenye yethimba lakho lokuthuthukisa. Ngokuhamba kwesikhathi, ukubaluleka kwezindima ezithile kungase kushintshe njengoba inhlangano yakho ikhula kulezi zinhlangothi nangezinqumo zesikhulumi ozenzayo.