Ukunakekelwa kwezempilo kusebenza ezinhlelweni ezindala isikhathi eside kunezimboni eziningi. Lokho akusikho ubuvila - kuwukuqapha. Lapho uhlelo luphatha amarekhodi eziguli, imisebenzi yezokwelapha, ukukhishwa kwamakhemisi, kanye nokukhokhisa izigidi zabantu, ukubekezelela ukuphazamiseka ngesikhathi sokuthuthukiswa kwesimanje empeleni ku-zero.
Izinhlaka eziyinhloko ngaphansi kwamanethiwekhi amakhulu ezibhedlela kanye nabakhokhi abayi ndawo ngobusuku obubodwa. Kodwa ingcindezi yokuthuthukisa iyinto yesimanje - izidingo zokusebenzisana ngaphansi kwe-FHIR kanye ne-HL7 , imiyalelo yamafu, abasebenzi abangasakwazi ukuthola abathuthukisi be-COBOL, kanye nobuthakathaka bokuphepha amaqembu okuthobela imithetho abuphawula ngokuphuthuma okwandayo.
Ngaphambi kokuthi uqale ukuhlola abathengisi, i-Recode iyindawo yokuqala ewusizo - iyipulatifomu yokusesha nokuqhathanisa izinkampani ekuthuthukisweni kwesofthiwe, ukufuduka kwezinhlelo zokusebenza, kanye nokuguqulwa kwefa, eyakhelwe ngqo izinhlangano ezakha uhlu olufushane.
1. Ubuchwepheshe beCorsac
Iwebhusayithi: corsactech.com
Indawo: I-United States
Yasungulwa: 2007
Usayizi weqembu: 50-249
Okuhle kakhulu: Izinhlangano zezempilo ezine-logic yezokwelapha kanye neyokukhokha engabhalisiwe efakwe ku-COBOL edinga ukukhishwa nokugcinwa ngaphambi kokuba kuqale ukwenziwa kwesimanje
Izinhlaka eziyinhloko zezokunakekelwa kwempilo ziphethe uhlobo oluthile lwesikweletu sobuchwepheshe ezinye izimboni ezingenaso. I-logic yezinqumo zezokwelapha, imithetho yokukhokha, izibalo zefomula - eziqoqwe eminyakeni eminingi, ezivame ukubhalwa ngabantu ababeqonda ngokujulile isizinda sezokwelapha kodwa abangabhalanga lutho. Uma leyo logic ingalungile ngesikhathi sokuthuthukiswa kwesimanje, imiphumela ayiyona nje i-technical. I-clinical.
Uhlaka lwe-AI oluqhutshwa yi-Corsac lubhekana nalokhu ngqo. Ukwakhiwa kwabo kwe-RAG kanye ne-Multi-Agent Swarm kuskena indawo ye-mainframe ngaphambi kokuba kuqale noma yikuphi ukwenziwa kwesimanje - ukumaka ukuncika, ukukhipha i-logic yebhizinisi, ukuhlonza ukuthi ingxenye ngayinye yesistimu yenzani ngempela. Ezinhlanganweni zezempilo, lokhu kusho ukuthi i-logic yezokwelapha kanye neyokukhokhisa ebilokhu isebenza buthule iminyaka engamashumi amabili ibhalwa phansi futhi iqinisekiswe ngaphambi kokuba noma ubani ayithinte.
Ukuthobela imithetho ye-HIPAA kwakhelwe enkambisweni yabo yokulethwa, akufakiwe ekugcineni. Izitifiketi ze-SOC 2 Type II, GDPR, kanye ne-PCI DSS zigcwalisa ukuma kokuthobela imithetho okudingwa amaklayenti ezempilo. Imikhuba ye-DevSecOps ifakwa kusukela ngosuku lokuqala. Ukufakwa kwe-Canary kusingatha ukususwa ngokubuyiselwa emuva okuzenzakalelayo uma kukhona okonakalayo - okuhambisana nezimo zezempilo lapho isigameko sokukhiqiza ngesikhathi sokufuduka sinemiphumela yokuphepha kwesiguli.
Umehluko oyinhloko: Ukukhishwa okuqhutshwa yi-AI kanye nokubhalwa kwe-logic yezokwelapha kanye neyokukhokhisa ngaphambi kokuba kuqale ukwenziwa kwesimanje - kubalulekile ezinhlanganweni zezempilo lapho i-logic engabhalisiwe ithwala khona ingozi yokuphepha kwesiguli
2. I-Reliqsy
Iwebhusayithi: reliqsy.com
Indawo: Kude
Okuhle kakhulu: Abakhokhi bezempilo kanye nabahlinzeki lapho ubuqotho bedatha yesiguli ngesikhathi sokufuduka kuyisidingo esingenakuxoxiswana ngaso
Ukufuduka kwedatha yezempilo kunesici sokuthobela imithetho njengoba ezinye izimboni eziningi zingakwenzi. I-HIPAA idinga ukuthi idatha yesiguli ihlale inembile, iphelele, futhi ifinyeleleka kuyo yonke inguquko yesistimu. Indlela yokufuduka engenakukuqinisekisa ubuqotho bedatha kuzo zonke izigaba akuyona nje ingozi yobuchwepheshe - iyindlela yokulawula.
Isu likaReliqsy lokubhala kabili ligcina izizindalwazi ezindala nezanamuhla zivumelanisiwe phakathi nokufuduka, hhayi nje kuphela lapho kudlula i-cutover. Amarekhodi eziguli akhona kuzo zombili izinhlelo ngesikhathi esisodwa ngesikhathi sokuguquka, aqinisekiswa njalo. Ukubuyela emuva okuzenzakalelayo kubangela emikhawulweni ethile - ukubambezeleka okungaphezu kwama-400ms noma amazinga amaphutha angaphezu kuka-1% - ngaphambi kokuba ukungahambisani kwedatha kube nesikhathi sokuhlangana.
Lonke ushintsho oludalwe yi-AI ludlula ekubuyekezweni komuntu ngaphambi kokukhiqizwa. Umzila wokuhlolwa kwamabhuku lokhu kudala - zonke izinqumo ezibhalwe phansi, zonke izinguquko ezibuyekeziwe, konke ukuthunyelwa okuqashwe ngokwemingcele ethile - yilokho kanye amaqembu okuthobela imithetho yezempilo kanye nabahloli bangaphandle okudingeka bakubone ngesikhathi nangemva kohlelo lokufuduka.
Umehluko oyinhloko: Ukuvumelanisa idatha yedatha okuqhubekayo nemingcele yokubuyela emuva ezenzakalelayo - ubuqotho bedatha yesiguli bugcinwa phakathi nokufuduka, hhayi nje ngezikhathi zokuphela kwesikhathi
I-3. IBM
Iwebhusayithi: ibm.com Indawo: Amazwe angaphezu kuka-170
Yasungulwa: 1911
Usayizi weqembu: 300,000+
Okuhle kakhulu: Izinhlelo zezempilo ezinkulu kanye nabakhokhi abagcina imisebenzi eyinhloko yezokwelapha ku-z/OS ngenkathi bexhuma kumapulatifomu esimanje okusebenzisana
Izinhlelo ezinkulu zezempilo ezisebenzisa ingqalasizinda ye-IBM Z zinendlela engokoqobo engadingi umhlalaphansi ogcwele we-mainframe. Indlela ye-IBM ehlanganisiwe ivumela izinhlangano ukuthi ziveze izinsizakalo zezokwelapha ze-mainframe ngama-API kumapulatifomu okusebenzelana ahambisana ne-FHIR, ukuhlanganiswa kwe-EHR, kanye nezinhlelo zokusebenza zezempilo zedijithali ze-cloud-native - ngaphandle kokuthutha izinhlelo eziyisisekelo imisebenzi yezokwelapha ezincike kuzo.
Umsizi wabo wekhodi we-watsonx we-Z usiza ngemibhalo ye-COBOL kanye nokuthuthukiswa kwayo. Ezinhlelweni zezempilo ezidinga ukuhlangabezana nemigomo yokusebenzisana ngaphandle kokuphazamisa ukusebenza kwezokwelapha okuyinhloko, imodeli yokuhlala ndawonye ivame ukuba wusizo kakhulu kunokufuduka okugcwele.
Umehluko obalulekile: Ukuhlanganiswa kwe-hybrid z/OS ne-FHIR kanye namapulatifomu esimanje okusebenzisana - izinhlelo zemitholampilo zihlala zizinzile ngenkathi amakhono ezempilo yedijithali ekhula
4. I-Kyndryl
Iwebhusayithi: kyndryl.com
Indawo: Amazwe angu-66
Yasungulwa: 2021
Usayizi weqembu: 80,000
Okuhle kakhulu: Izinhlelo zezempilo kanye nabakhokhi abadinga ukubonakala kokusebenza kanye nokuphathwa kuzo zonke izinhlelo zokuthuthukisa iminyaka eminingi
Izinhlelo zokuthuthukisa ezempilo zisebenza isikhathi eside - iminyaka emithathu kuya kwemihlanu ohlelweni olukhulu lwezempilo akuyona into engavamile. I-Kyndryl Bridge inikeza ukubonakala kwe-AIOps ngesikhathi sangempela kuzo zonke izindawo ezihlanganisiwe kulo lonke lelo sikhathi, okunikeza ubuholi be-IT yezokwelapha, amaqembu okuthobela imithetho, kanye nabaphathi ukuqonda kokusebenza abakudingayo ngaphandle kokulinda ukubuyekezwa kwezinyathelo ezibalulekile.
Ubambiswano lwabo lwe-hyperscaler ku-AWS, Azure, kanye ne-Google Cloud lunikeza ukuguquguquka ku-cloud target ngaphandle kokuvalelwa kwabathengisi - okuhambisana nezinhlangano zezempilo ezibhekana nezidingo eziyinkimbinkimbi zokufaka izinkontileka zamafu kanye nokuhambisana nomthetho.
Umehluko oyinhloko: Ukubonakala kokubusa kwe-AIOps ngesikhathi sangempela kuzo zonke izindawo ezihlanganisiwe ngesikhathi sezinhlelo zesimanje zezempilo ezisebenza isikhathi eside
5. I-Accenture
Iwebhusayithi: accenture.com
Indawo: Emhlabeni jikelele
Yasungulwa: 1989
Okuhle kakhulu: Izinhlelo zezempilo ezinkulu kanye nabakhokhi abanamaphothifoliyo ayinkimbinkimbi adinga ukuqondiswa okulawulwayo kanye nokulethwa kobuchwepheshe
Izinhlelo zokuthuthukisa ezempilo akuzona nje izinhlelo ze-IT. Zihilela abathintekayo bezokwelapha, amaqembu okuthobela imithetho, izinto ezibhekwa njengezisemthethweni, kanye noshintsho lwenhlangano kuyo yonke iminyango engahlobene nobuchwepheshe. Ukujula kwezeluleko ze-Accenture kuhlanganisa ubunzima benhlangano kanye nokulawula kanye nokulethwa kobuchwepheshe - ukuqondana kwephothifoliyo okukhomba ukuthi yini okufanele ithuthwe, yini okufanele ihlaliswe kabusha, yini okufanele ithathe umhlalaphansi, nokuthi yini okufanele ishiywe yodwa, kanye nokuthobela imithetho ethile yezempilo okufakwe kuyo yonke indawo.
Umehluko oyinhloko: Ukujula kokweluleka okuhlanganisa ubunzima bezokwelapha kanye nababambiqhaza abalawulayo kanye nokuthuthukiswa kwesimanje kwezobuchwepheshe
6. Ubuchwepheshe be-HCL
Iwebhusayithi: hcltech.com
Indawo: eNdiya (emhlabeni jikelele)
Usayizi weqembu: 200,000+
Okuhle kakhulu: Amabhizinisi ezempilo adinga ukuhlela ukufuduka okuholwa ngamakhono ebhizinisi ngokuhlaziywa kwekhodi okuqhutshwa yi-AI
Indlela ye-HCLTech eholwa ngamakhono ebhizinisi isebenza kahle kakhulu kwezempilo ngoba amakhono ezokwelapha nawokuphatha angathuthukiswa ngokuzimela ngezikhathi zawo - ukuhlela iziguli akudingeki kulinde ukuthi ukucutshungulwa kwezimangalo kuqedwe. Izisheshisi zobunikazi kanye nokuhlaziywa kwekhodi okuqhutshwa yi-AI kugcina ukulingana okusebenzayo ngokufuduka, okusho ukuthi ekunakekelweni kwezempilo kusho ukuthi i-logic yezokwelapha iziphatha ngendlela efanayo ngemva kokuthuthukiswa.
Umehluko oyinhloko: Ukuhlela okuholwa amandla okuvumela izinhlelo zezokwelapha nezokuphatha ukuthi zishintshe ngezikhathi ezizimele
7. ILuxoft
Iwebhusayithi: luxoft.com
Indawo: Amazwe angu-29
Yasungulwa: 2000
Usayizi weqembu: 12,900
Isilinganiso samahora: $50-$99/ihora
Okuhle kakhulu: Izinhlangano zezempilo ezithutha imithwalo yemisebenzi ye-COBOL ne-IMS ngokuhlolwa kokuziphatha okuqinile kanye nezidingo zemibhalo ye-HIPAA
Indlela yokuhlola ezenzakalelayo kaLuxoft ikhiqiza ukuqinisekiswa kokuziphatha kwengxenye ngayinye efudukile - i-logic yezokwelapha ihlolwa ngokumelene nokuziphatha kokuqala kwe-mainframe ngaphambi kokuthwala umthwalo wokukhiqiza. Kumaqembu okuthobela imithetho yezempilo, imibhalo ekhiqizwayo lokhu isebenza njengobufakazi bokuhlola ukuthi uhlelo lwesimanje luziphatha ngokuhambisana nolwakudala. Izinga lehora elishicilelwe lenza ukuhlela isabelomali sezempilo kube lula ukubikezela kunabathengisi abaningi kulesi silinganiso.
Umehluko oyinhloko: Ukuhlolwa kokuziphatha okuzenzakalelayo okunemibhalo elungele ukuhambisana nemithetho yengxenye ngayinye yezokwelapha edluliselwe
8. I-Astadia
Iwebhusayithi: astadia.com
Indawo: I-United States
Yasungulwa: 2002
Usayizi weqembu: 350
Okuhle kakhulu: Izinhlangano zezempilo ezinamaphothifoliyo amakhulu e-COBOL ahlose ukufuduka kwamafu e-AWS
Indlela ye-Astadia ye-FastTrack kanye nokuguqulwa kwekhodi okusizwa yi-GenAI kusingatha ukufuduka kwephothifoliyo enkulu ye-COBOL ukuze kufiphale ngesivinini abathengisi abancane abangakwazi ukusilinganisa. Ubambiswano lwabo lwe-AWS kanye nesilinganiso sokulethwa kwe-Amdocs kuyafaneleka ezinhlanganweni zezempilo ezine-AWS njengeplatifomu eqondiwe kanye namaphothifoliyo amakhulu asendulo okufanele aguqulwe. Ukuzenzakalela kwabo kunciphisa ingozi yesikhathi esenza abaphathi bezempilo bakhathazeke ngezinhlelo zokufuduka zeminyaka eminingi.
Umehluko oyinhloko: Ukuguqulwa okuzenzakalelayo kwe-COBOL kuya efwini ngezinga ngosizo lwe-GenAI - kunciphisa ingozi yesikhathi sokufuduka kwephothifoliyo enkulu yezempilo
9. I-CGI
Iwebhusayithi: cgi.com
Indawo: eMontreal, eCanada (emhlabeni jikelele)
Yasungulwa: 1976
Usayizi weqembu: 94,000
Okuhle kakhulu: Abakhokhi bezokunakekelwa kwempilo kanye nezinhlangano zikahulumeni zezempilo ezinamaphothifoliyo amakhulu kanye nemiyalelo yokunciphisa izindleko
I-CGI inolwazi olujulile lwezempilo kanye nezinhlangano zikahulumeni zezempilo kanye nekhono labo lokuthuthukisa ikhwalithi. Indawo yabo ezenzakalelayo ye-M8 iphatha ukufuduka okukhulu kwephothifoliyo enemiphumela yokunciphisa izindleko ebhaliwe - efanele ama-CFO ezempilo kanye nezinhlangano zikahulumeni zezempilo ezisebenza ngaphansi kwengcindezi yesabelomali. Iminyaka engamashumi amahlanu yesipiliyoni sokulethwa ezindaweni zezempilo isho ukuthi basebenze ngamacala okuhambisana nomthetho aphazamisa izinhlelo kwezinye izindawo.
Umehluko obalulekile: Ulwazi lokulethwa kwezempilo oluqondene ngqo oluhlanganiswe namathuluzi e-M8 azenzakalelayo kanye nemiphumela yokunciphisa izindleko ebhaliwe
10. I-Wipro
Iwebhusayithi: wipro.com
Indawo: eNdiya (emhlabeni jikelele)
Yasungulwa: 1945
Usayizi weqembu: 250,000+
Okuhle kakhulu: Izinhlangano zezempilo ezidinga ukuvuselelwa okuhlelekile kanye nokuphathwa kokuthobela imithetho okusekelwe kusukela ekuqaleni
I-Wipro iletha izinhlaka zokuthobela imithetho yezempilo ekulethweni kwesimanje kusukela ngosuku lokuqala - izidingo ze-HIPAA, HL7, FHIR ziyabhekwa kulo lonke uhlelo kunokuba ziqinisekiswe ekugcineni. I-CI/CD iyafakwa ukuze izinhlelo zezokwelapha zesimanje zibe lula ukuzibuyekeza ngezinguquko zomthetho kunezinhlaka eziyinhloko ezizishintshile. Ukuhlaziywa kwazo okuzenzakalelayo kunciphisa umzamo owenziwa ngesandla owenza izinhlelo zesimanje zezempilo zisebenze ngaphezu kwesabelomali.
Umehluko oyinhloko: Izinhlaka zokuthobela imithetho yezempilo ezifakwe phakathi nokulethwa - izidingo ze-HIPAA kanye nokusebenzisana ezibhekwa kusukela ekuqaleni, hhayi ekugcineni
11. Isofthiwe yeRocket
Iwebhusayithi: rocketsoftware.com
Indawo: I-United States
Yasungulwa: 1990
Usayizi weqembu: 3,000+
Okuhle kakhulu: Izinhlelo zezempilo ezenza imisebenzi yesimanje kanye nokwakha ukuphepha kanye nesimo sokuthobela imithetho ngaphambi kokuzibophezela ekufudukeni
Izinhlaka eziyinhloko zezempilo zivame ukudinga ukuphepha kanye nokulungiswa kokuthobela imithetho ngaphambi kokuba zilungele ukufuduka - ubuthakathaka obuqongeleleke eminyakeni edlule, izilawuli zokufinyelela ezingahlangabezani nezindinganiso zamanje, ukubhalwa kwezincwadi zokuhlola okudingeka kuthuthukiswe amaqembu okuthobela imithetho. Amathuluzi okuzenzakalelayo e-Rocket Software kanye nokuphathwa kwe-IT okuhlanganisiwe kulungisa lawo magebe okusebenza kuqala, kwakhiwe isisekelo esenza ukufuduka okulandelayo kuphephe futhi kube lula ukuthola imvume yokulawula.
Umehluko oyinhloko: Ukuvuselelwa kokusebenza kanye nokuphepha kwe-Mainframe okwakha isisekelo esihambisana ne-HIPAA ngaphambi kokuba kuqale ukufuduka kwamafu
Imicabango Final
Ukuthuthukiswa kwezinhlelo zezempilo kunomthelela omkhulu kwezempilo ngokungafani neminye imikhakha eminingi. Izingozi zobuchwepheshe zingokoqobo, kodwa izingozi zezokwelapha kanye nokuhambisana nemithetho yizona ezinquma ukuthi uhlelo luyaphumelela noma luyehluleka yini ezingeni eliphezulu. Abathengisi abakuqondayo lokhu - futhi bakhe izindlela zabo zokuletha izinto ezizungezile - yibo abafanele ukuhlolwa okujulile.
Ukuze uthole ukuqhathanisa okubanzi kwabathengisi kulesi sikhala, i-Recode ikuvumela ukuthi useshe futhi uqhathanise izinkampani kuzo zonke izinhlelo zokusebenza zesimanje, ukufuduka kwezinhlelo zokusebenza, kanye nokuguqulwa kwefa - kufanelekile ukuhlola ngaphambi kokuthi uqedele uhlu olufushane lohlelo lokuthuthukisa ezempilo.