Akekho ohlela ukuqhubeka nokusebenzisa ama-mainframe ngo-2026. Kwenzeka nje. Uhlelo lusebenza kahle ngokwanele, ukufuduka kubukeka kuyingozi, futhi njalo ngonyaka isinqumo siyacindezelwa. Bese ukuhlolwa kwezokuphepha kuphawula into ebalulekile, noma unjiniyela oyinhloko uyathatha umhlalaphansi futhi athathe iminyaka engamashumi amathathu yolwazi lwesikhungo naye, noma umncintiswano uthumela okuthile isakhiwo sakho esingenakukusekela ngokomzimba.
Ngaleso sikhathi umbuzo awukhona ukuthi kufanele sithuthukise noma cha. Kungukuthi ubani okufanele simthembe.
Lona umbuzo onzima kunalokho okuzwakalayo. Izindawo ze-Mainframe yilapho ukukhetha kwabathengisi ababi kubangela khona umonakalo omkhulu - ukungasebenzi kahle kokukhiqiza, izinkinga zobuqotho bedatha, ukwehluleka kokuthobela imithetho. Ngaphambi kokuthi uqale ukuhlola noma ubani ngokuqondile, i-Recode ikufanele ukubhukimakhiwa. Kuyipulatifomu eyakhelwe ngqo ukuthola nokuqhathanisa abathengisi ekuthuthukisweni kwesofthiwe, ukufuduka kohlelo lokusebenza, kanye nokuguqulwa kwefa - okuwusizo ngaphambi kokuthi unciphise uhlu lwakho, hhayi ngemuva kwalokho.
1. Ubuchwepheshe beCorsac
Iwebhusayithi: corsactech.com
Indawo: I-United States
Yasungulwa: 2007
Usayizi weqembu: 50-249
Okuhle kakhulu: Amaqembu aphakathi emakethe kuya kwamabhizinisi anezindawo ze-COBOL ezingabhalisiwe lapho ubunjiniyela obubuyela emuva ngesandla bungeyona inketho engokoqobo
Amaphrojekthi amaningi e-mainframe afinyelele odongeni olufanayo esontweni lesibili. Amadokhumenti awekho, abantu ababhale ikhodi yokuqala abasekho, futhi akekho ongakutshela ngokuqiniseka ukuthi ingxenye yohlelo yenzani ngempela. Lokho akuyona inkinga yabantu - kuyindaba yesakhiwo. Futhi yilokho kanye i- Corsac eyakha umkhuba wayo ukuze ibhekane nakho.
Indlela yabo iphatha ikhodi ye-mainframe yakudala njengesethi yedatha engaseshekayo kunesistimu engacacile umuntu okudingeka ayihlukanise ngesandla. Isisekelo sobuchwepheshe siyisakhiwo se-RAG esihlanganiswe nama-Multi-Agent Swarm - ama-AI agents ahlela ukuncika, akhiphe i-logic yebhizinisi, athole ubunzima, kanye nezingozi ezifihliwe ngokuzenzakalelayo. Umsebenzi ovame ukuthatha izinyanga onjiniyela abaphezulu ukuba bawenze ngesandla wenziwa ngezinsuku.
Ukulethwa kuhamba ngezigaba ezine ngemva kwalokho. Okokuqala, ukuhlolwa kwesistimu okugcwele okunegrafu yokuxhomekeka kanye nemephu yokushisa eyinkimbinkimbi. Bese kuba imephu yesu ehunyushwe ibe yi-backlog ye-Agile enezigaba ezilinganiselwe. Bese kuba ukuvuselelwa kwekhodi okusizwa yi-AI ngokuqinisekiswa kokulingana kokuziphatha kuzo zonke izinyathelo. Ekugcineni, ukuthunyelwa okulawulwayo ngokukhishwa kwe-canary kanye nokubuyiselwa emuva okuzenzakalelayo okwakhelwe ngaphakathi - hhayi njengohlelo lwezimo eziphuthumayo kodwa njengengxenye ejwayelekile yenqubo.
Zimboza ifu elihlanganisiwe ku-AWS, Azure, kanye ne-GCP. Izitifiketi zifaka phakathi i-SOC 2 Type II, i-HIPAA, i-PCI DSS, i-GDPR, i-AWS, kanye ne-Azure — inqwaba yokuthobela imithetho evame ukudingwa ngamakhasimende ezinsizakalo zezezimali, ezempilo, kanye nomshwalense ngaphambi kokuba noma yimuphi umsebenzi we-mainframe uvunyelwe.
Umehluko oyinhloko: imephu yokuthembela eqhutshwa yi-AI kanye nokukhishwa kwe-logic yebhizinisi okuthatha indawo yezinyanga zobunjiniyela obubuyela emuva ngesandla ngezinsuku zokuhlaziywa okuzenzakalelayo
2. I-Reliqsy
Iwebhusayithi: reliqsy.com
Indawo: Kude
Okuhle kakhulu: Izinhlangano lapho isikhathi sokuphumula siyinto yokugcina i-CTO iphapheme ebusuku
I-Reliqsy yakhelwe enkingeni ethile: kwenzekani uma kukhona okungahambi kahle ngesikhathi sokufuduka. Impendulo yabo icacile kunokuba iqinisekise — ukubuyiselwa emuva okuzenzakalelayo kubangelwa emikhawulweni ethile. Ukubambezeleka okungaphezu kwama-400ms noma amazinga amaphutha angaphezu kuka-1% futhi uhlelo lubuyela emuva ngokuzenzakalelayo. Isu lokubhala kabili ligcina izizindalwazi ezindala nezanamuhla zivumelanisiwe kuyo yonke indawo, ngakho akukho lutho olulahlekayo uma lokho kwenzeka.
Uhlangothi lwe-AI luphatha ukuhlaziywa kwesistimu, imephu yokuxhomekeka, kanye nokukhiqizwa kwekhodi. Kodwa imodeli yokuphatha yiyo ebahlukanisa nemidlalo ye-AI-automation emsulwa. Imephu yesimanje idinga ukuvunyelwa konjiniyela ngaphambi kokuqala kokukhiqizwa kwekhodi. Lonke ushintsho olukhiqizwe yi-AI ludlula ku-Pull Request ebuyekezwa unjiniyela ngaphambi kokuhlanganiswa. I-AI yenza umsebenzi wokuhlaziya osindayo; onjiniyela bahlala belawula lokho okuthunyelwayo ngempela.
Ababambiqhaza bathola i-Migration Health Dashboard ekhombisa amamojula afudukile, ukuncishiswa kwezikweletu, kanye nekhwalithi yekhodi ngesikhathi sangempela - hhayi ama-status decks ekota. Ngemva kweminyaka eyi-12 besendaweni yokuthuthukisa, bacaphuna ukuqonda uhlelo ngokushesha okuphindwe kahlanu, ukuncishiswa kwengozi yokuthuthukisa okuphindwe kathathu, kanye nokuthuthuka okuphindwe kabili ekukhiqizeni kobunjiniyela njengemiphumela ebhaliwe.
Umehluko oyinhloko: Imikhawulo ethile yokubuyela emuva ezenzakalelayo kanye nokuvunyelwa komuntu okuphoqelekile kuzo zonke izigaba — ukuphathwa kwengozi okulinganiswayo, hhayi nje okuthembisiwe
I-3. IBM
Iwebhusayithi: ibm.com
Indawo: Amazwe angaphezu kuka-170
Yasungulwa: 1911
Usayizi weqembu: 300,000+
Okuhle kakhulu: Amabhizinisi amakhulu ezindaweni eziyinkimbinkimbi ze-z/OS ezidinga ukuhlanganiswa kwamafu ahlanganisiwe kanye nemisebenzi ye-mainframe
I-IBM yakhe ama-mainframe amaningi adinga ukwenziwa abe anamuhla manje. Lowo mlando ubanikeza ukujula kwangempela kobuchwepheshe — amathuluzi onjiniyela be-Wazi, i-watsonx Code Assistant ye-Z, ubuchwepheshe obujulile be-z/OS abathengisi abaningi okufanele babulinganise. Indlela yabo yefu elihlanganisiwe ivumela izinhlangano ukuthi zithuthuke kancane kancane kunokuba zizibophezele ekushintsheni okuphelele kusengaphambili.
Isixwayiso esiqotho: Ukuzibandakanya kwe-IBM kuza nezindleko zebhizinisi. Isikali esibenza bakwazi ukusebenza kahle sibenza bahambe kancane futhi babize kakhulu kunoma yini engaphansi kwe-Fortune 500 level.
Umehluko oyinhloko: Ubuchwepheshe beplatifomu ye-z/OS yemvelo ehlanganiswe nokuhlanganiswa kwamafu e-hybrid ebhizinisi — kunzima ukukopisha izinhlangano ezidinga ukuhlala ingxenye ye-mainframe isikhathi eside
4. I-Kyndryl
Iwebhusayithi: kyndryl.com
Indawo: Amazwe angu-66
Yasungulwa: 2021
Usayizi weqembu: 80,000
Okuhle kakhulu: Izinhlangano ezidinga ama-AIOps kanye nokubonakala kokusebenza eceleni kwendlela yokufuduka ye-mainframe
UKyndryl waphuma esigabeni sezinsizakalo zengqalasizinda ze-IBM ngo-2021, okusho ukuthi banokuhlangenwe nakho okujulile kokusebenza kwe-mainframe kanye namakhono abo amasha okwenza izinto ngokuzenzakalela kanye ne-AI. Ipulatifomu yabo ye-Kyndryl Bridge iphatha ama-AIOps kanye nokubonakala kokusebenza kuzo zonke izindawo ezihlanganisiwe. Ubambiswano lwe-Hyperscaler ne-AWS, i-Azure, kanye ne-Google Cloud lubanika izinketho zendlela yokufuduka eziguquguqukayo - ukusingathwa kabusha, ukuphinda kusetshenziswe ipulatifomu, noma ukunyakaza okuphelele kwe-off-mainframe kuye ngokuthi isimo sidingani ngempela.
Umehluko oyinhloko: Ipulatifomu ye-AIOps ehlanganiswe nokujula kokusebenza kwe-mainframe kanye nekhono lokufuduka kwamafu amaningi
5. I-Accenture
Iwebhusayithi: accenture.com
Indawo: Emhlabeni jikelele
Yasungulwa: 1989
Okuhle kakhulu: Izinhlangano zebhizinisi ezinezindawo eziyinkimbinkimbi zababambiqhaza lapho ukujula kokubonisana kubaluleke kakhulu njengokulethwa kobuchwepheshe
I-Accenture ayicindezeli indlela eyodwa yokwenza izinto zibe zesimanje. Indlela yabo isebenzisa ukuhlaziywa kwephothifoliyo ukuthola ukuthi yimiphi imisebenzi okufanele ihlelwe kabusha, yimuphi olungisiwe, osukile ngokuphelele ku-mainframe - nokuthi ulandelana kanjani. Ukujula okuqinile kwezeluleko; amandla okulethwa abanzi kuzo zonke izindawo kanye nezimboni. Kufaneleka kangcono ezinhlanganweni lapho ubunzima benhlangano yokwenza izinto zibe zesimanje buphikisana nobunzima bezobuchwepheshe.
Umehluko oyinhloko: Ukuhlaziywa kwezinga lephothifoliyo kanye nekhono lokubonisa indlela ngezigaba zezinhlelo zokuthuthukisa ibhizinisi eziyinkimbinkimbi
6. ILuxoft
Iwebhusayithi: luxoft.com
Indawo: Amazwe angu-29
Yasungulwa: 2000
Usayizi weqembu: 12,900
Isilinganiso samahora: $50-$99/ihora
Okuhle kakhulu: Amaqembu anezindawo ze-COBOL, Assembler, IMS, kanye ne-JCL ezidinga ukuhlolwa okuqinile kanye nokuthuthukiswa kwesimanje.
Amandla eLuxoft asekulondolozeni i-logic yebhizinisi ngenqubo yesimanje — basebenzisana ngqo ne-COBOL, i-Assembler, i-IMS, kanye ne-JCL, behlanganisa abaguquli bekhodi, ukuhlolwa okuzenzakalelayo, kanye nemikhuba ye-CI ukwenza izinguquko ziphephe futhi ziphindeke kakhudlwana. Basekela kokubili ukuvuselelwa kwe-on-mainframe kanye nokufuduka kwe-off-mainframe. Izinga lehora elishicilelwe lenza ukuhlela isabelomali kube lula kakhulu kunabathengisi abaningi kuleli zinga.
Umehluko oyinhloko: Ubuchwepheshe obujulile bolimi oludala ngokuhlola okuzenzakalelayo kanye nokuvumela i-CI — ushintsho lwenziwe lwaphephile, hhayi nje ngokushesha
7. I-CGI
Iwebhusayithi: cgi.com
Indawo: eMontreal, eCanada (emhlabeni jikelele)
Yasungulwa: 1976
Usayizi weqembu: 94,000
Okuhle kakhulu: Izinhlangano ezinemigomo yokufuduka ecacile ye-mainframe-to-Unix/Linux kanye nemigomo yokunciphisa izindleko ebalulekile
I-CGI ibilokhu ikwenza lokhu isikhathi eside kunabathengisi abaningi kulolu hlu. Indawo yabo yokuvuselela ngokuzenzakalelayo ye-M8 iphatha ukufuduka kwe-mainframe kuya ku-Unix/Linux ngokugxila ekulondolozeni izinqubo zebhizinisi eziyinhloko ngenkathi inciphisa izindleko zokulungisa. Isikhungo sabo Sobuchwepheshe Bomhlaba Wonke siletha amandla okulethwa ahlelekile ekufudukeni kwephothifoliyo enkulu okungahlula abathengisi abancane.
Umehluko oyinhloko: Amathuluzi e-CGI M8 okufuduka kwe-mainframe kuya ku-Unix/Linux asekelwa iminyaka engu-50 yesipiliyoni sokulethwa
Imicabango Final
Imibuzo emithathu idlula ngokushesha ezindabeni eziningi zabathengisi be-mainframe. Uyisingatha kanjani indlela yokuqonda ibhizinisi engabhaliwe? Kwenzekani ngempela uma i-cutover yehluleka futhi i-rollback isebenza ngokushesha kangakanani? Ungabonisa imephu yendlela ehlelekile enezinyathelo ezithile kunokuba ibe nohlu lwesikhathi?
Abathengisi abanolwazi lwangempela lwe-mainframe baphendula konke lokhu okuthathu ngokuqondile. Labo abangenalo bahlala bengacacile noma bephendukela ezincazelweni zamakhono ezingaxazululi ubungozi bangempela.
Ukuze uthole umbono obanzi wendawo yabathengisi besimanje ngale kwalolu hlu, i-Recode iyisisetshenziswa esiwusizo — yakhelwe ngqo ukuqhathanisa izinkampani kuzo zonke izinhlelo zokusebenza zesimanje, ukufuduka kwezinhlelo zokusebenza, kanye nokuguqulwa kwefa, ngesakhiwo esanele sokwenza ukuqhathanisa kube nenjongo kunokuba kube ukuphequlula nje kwesikhombisi.
