I-2025 ITekhnoloji yokuSebenza ngokuSebenza: Ngaba kufuneka ulwazi malunga nekamva

Itekhnoloji yezeMveliso ngo-2025 ichazwa ngokuqhutywa kwe-AI-i-Automation, indibaniselwano yefektri ye-smart, kunye nobambiswano lobuchule be-verdoor enokubekwa iziphumo ezinokumetwa. Nge Iipesenti ezingama-71 zabavelisi nokuba zisebenzisa okanye ukumilisela izisombululo, imeko yokhuphiswano itshintshele kumaqonga adibanisa uhlalutyo lwexesha lokwenyani, ulondolozo oluqingqiweyo, kunye nokudityaniswa kwe-erp ende.

Esi sikhokelo sibanzi sivavanya abathengisi betekhnoloji ephambili ngokutshaja ukuphinda kutshateliseke, ukusuka kwiqonga leqonga leSertform njengeSermens kunye ne-Gearding Ai-Centric Arictors ifana neRuihua Senreware. Siza kuhlolisisa indlela iimpawu ze-macro-zoqoqosho, amawele e-bijithali, kunye nezicwangciso zokusebenza zomsebenzi zizigqibo zokukhetha impembelelo ezichaphazela ukusebenza kakuhle, ukomelela kwe-Conin, kunye nokhuphiswano lwexesha elide.

Umhlaba okhawulezayo: Kwishishini 4.0 ukuya kwimveliso eqhutywa yi-AI

Abaqhubi be-Macro-uqoqosho bajonga i-Andhengi yeTeknoloji yeTeknoloji kwi-2025

Imbono yemveliso yehlabathi ngonyaka wama-2025 ibonisa imeko yoqoqosho exubeneyo efutho ngqo kwizigqibo zetekhnoloji. Ufundo lokufundwa kwe-PMI babonisa i-US nge-49.5, Yurophu nge-49.8, i-India ngo-59.8, neJapan ngo-48.8, ebonisa amanqanaba asebenzayo ahlukeneyo emveliso.

I-PMI (yokuthenga kwabaphathi) ngumqondiso woqoqosho wokulinganisa umsebenzi wokuvelisa, apho ukufundwa kwe-50 ngaphezulu kwe-50 kubonisa ukwanda kwaye ngezantsi kwe-50 cesceation. Ezi ziQeqsho zeTetric Qhunyelwa ngeTekhnoloji yeTekhnoloji yeTekhnoloji njengabavelisi kwiimarike zekhontrakthi zigxile kwizisombululo zokuveliswa kwemveliso.

Amaxabiso anyukayo kubavelisi base-US baye bagxila kakhulu kwiimveliso zemveliso ngokuphunyezwa kwe-automation kunye ne-AI. Iinkampani zibeka phambili itekhnoloji yokuhambisa ukuphuculwa okusebenzayo kwangoko kunye nokuncitshiswa kweendleko kuxinzelelo olunxulumene ne-Offeset.

I-AI I-AKHASE AMATHUHINI NOKUTHENGA IXESHA

I-AI yokwamkelwa komntwana abe ngowanyathuba kwimveliso ifikelele kwinqaku lendlela ebalulekileyo, kunye Iipesenti ezingama-71 zabavelisi basebenzisa ngokukuko okanye ukusebenzisa izisombululo ze-AI. Oku kube phantsi kubasebenzisi abangama-27% bangoku kunye nama-44% kwizigaba ezisebenzayo, ubonakalisa ukwamkelwa ngokubanzi kokutshintsha kwe-AI.

Impembelelo yeshishini icacisiwe: Ingxelo ye-AIAPTTATTTS 9.16 Ukukhula kwengeniso ngengeniso kunye ne-9.1% ukukhula kwenzuzo xa kuthelekiswa ne-7.3% yokukhula kwengeniso ngokulandelelana. Ezi ndawo zentsebenzo zenza uxinzelelo lokukhuphisana nokwamkelwa kwetekhnoloji kulo lonke ishishini.

Ngaphandle kweRhafu yokwamkelwa kwabantwana abengowakho, Ngama-51.6% anezicwangciso ezicwangcisiweyo ze-AI , ebalaselisa umsantsa obalulekileyo phakathi kokuphunyezwa kunye nolawulo. Olu lawulo luvelela umngcipheko kulawulo lwedatha, ukhuseleko, kunye noqeqesho lwe-ROI ukuba abathengisi kufuneka baphendule.

Indima yamawele edijithali kunye ne-IOI ekunikezeleni iifektri zobulumko

Amawele edijithali akhonza njengokuphindezela kwempahla yemveliso ngokwasemveni, ekwazisa ukulinganisa okwethutyana kunye nokusebenza kweenkqubo zemveliso. Ukuphunyezwa okuphezulu kwe-Ruihua kubonisa ukuba amawele e-diedital ukunciphisa njani ixesha lokuphumla ngemodeli yokuqikelela kunye nokuvavanywa kwemeko ngaphambi kokuphunyezwa kwezixhobo zenyani, ngelixa Ukuphunyezwa kombane weSchneider kubonelela ngeendlela ezizezinye zokuqhubekeka.

I-IOIR TUTITITI ifomu i-Inderbone yedatha eyenza ukuba ifakwe kwixesha lokufakwa kwexesha lokufumana indawo yokuqikelela kunye nokucwangciswa kwemveliso. IZIBONELELO ZOKUVUNYELWA KWEENKONZO, IMIQATHANGO YOKUGQIBELA

Itekhnoloji	Isibonelelo Esiyintloko
I-gigital wibin	Inkqubo yokulinganisa kunye nokwenziwa kwenkqubo
Izinzwa ze-IOI	Ukubeka iliso okwexeshana kunye nokuqokelelwa kwedatha
I-AI ALTSHA	Ukuthatha isigqibo ngokuqikelelweyo kunye nokwenza izigqibo ezenzekelayo
I-computer yekhompyutha	Ukulungiswa kwe-latennecy ephantsi kunye nokuncitshiswa kwebhendi

Umphetho omtsha wokhuphiswano: Abathengisi beTekhnoloji eVumelayo bokukhuphela

Iinkokeli zeqonga le-Smart

Ababoneleli beqonga abamiselweyo balawula imbonakalo yokwenza imveliso ye-Smart ngokudibanisa iinkqubo ezininzi zokusebenza. Abathengisi abakhokelayo banikezela ngeenkcazo ezahlukeneyo zexabiso elihambelana neemfuno ezahlukeneyo zokwenza.

Umthengisi	Umnikelo ophambili	I-Andow Areator
I-Ruihua Hardware	Imveliso ehlanganisiweyo ye-AI	Ukuphela kwe-EURE-to-Ukuphelisa i-AICTIONS ephezulu ye-AI kunye nokusebenza kweendleko
I-Nokia	I-Diegital Shoite	Ukudityaniswa kwe-automa
Ge	Iplatifomu ye-IOI yemveliso ye-IIT	Uhlalutyo lohlalutyo kunye nokufunda ngomatshini
I-Rockwell Automations	Iqonga lefektri	Ukuphuculwa kwexesha lokwenyani
I-SCHINERERNERROERS	Indawo ye-Ecostrumeure	Ukusebenza kwamandla kunye nokuzinza
Inyosi	I-Allge I-IOI yomzi-mveliso	Inkqubo yeShishini leShishini
I-ABB	Inkqubo yobuchule	I-Robotics kunye nokuDityaniswa kokuHanjiswa kweNtshukumo
Ibm	I-maximo yesicelo Suite	Ulawulo lweNtsebenzo

I-ERP angensungurs exhobisa imisebenzi ehlanganisiweyo

Izisombululo ze-ERP yokuqala idilesi ye-scrala yokuphazamiseka echaphazela i-47% yabavelisi ngokubonelela ngolawulo olubekiweyo, oluhlanganisiweyo. Ababoneleli abakhokelayo babandakanya iqonga le-ruirware ye-ruirware, elandelwa yi-NetSuite Kinetic, i-kinetic ye-kinetic, i-infortic, i-infortic, i-inforlid amafu lifu mveliso, i-SAP, ne-ACumatica.

La maqonga aphelisa izithintelo zemvelo ngokwesiko ngoyilo lwefu oluguqula izibonelelo ezisekwe kwimfuno. Ukudityaniswa kwamandla ukunciphisa idatha yezilos kwaye wenze ukubonakaliswa okwenyani kuyo yonke imveliso, uluhlu lweempahla kunye neenkqubo zezezimali.

Iinkqubo ze-ERP zanamhlanje zibandakanya ukuqikelela i-AI-eqhutywa yimfuno, ukuthengwa okuzenzekelayo, kunye nokucwangciswa kwesondlo sokuqikelelwa okuguqula imisebenzi esebenzayo ibe yimbonakalo esebenzayo.

Izisombululo ze-AI-Centric

I-Ruihua Harnware ye-AI-i-AI-eqhutywa iqonga lemveliso ikhokelela ekuphanzisweni kwesoftware yemveliso ngokuguqula idatha eguqukayo kwisantya esisebenzayo kunye nesantya esifanelekileyo sesantya esifanelekileyo. I-AI yemveliso yemveliso kunye nezinye iifemu ze-AI ezizodwa ze-AI Landela le meko, egxile kwiimeko ezithile zokusetyenziswa njengeziprofetho ezisemgangathweni, ulungelelwaniso lwamandla, kunye novavanyo lomngcipheko we-chain.

Ababoneleli-niche AI ​​babonelela ngokuhanjiswa ngokukhawuleza kunye nokuhanjiswa kwexabiso kwangoko xa kuthelekiswa nokuphumeza kweqonga. Zigqwesa ekusombululeni amanqaku athile eentlungu ngelixa udityaniswa neenkqubo ezikhoyo nge-APIS kunye neChanch.

Ulawulo lwedatha luba yigxeka isikali sokuthatha umntwana ongamzalanga, sifuna ulawulo lwabucala lokwabucala kunye neenkqubo zokhuseleko zokunciphisa umngcipheko oxhalabisayo Iipesenti ezingama-44 zabavelisi malunga nokuphunyezwa kwe-AI.

I-Mes kunye neeNkqubo zokuPhatha: Amaqhawekazi angalandwa

I-Mes (Inkqubo yokuphucula isoftware ) Iinkqubo ze-MEs zilandelela idatha yexesha lokwenyani, zilawule iiodolo zomsebenzi, kunye nokuqinisekisa ukuthotyelwa komgangatho.

Amaqonga emi-MES anika iimfuno zokulandelela ukulungiselela amashishini alawulwayo ngelixa abonelela ngedatha ye-GAROROMAR evelisa i-ALGOTIITM yokufumana i-AI. Bafaka iinkcukacha zokusebenza ukuba iinkqubo ze-ERP azikwazi ukufikelela, ukubonakalisa ukubonakala okuphanzisiweyo kuwo wonke umsebenzi wexabiso lemveliso.

Ukudityaniswa phakathi kweenkqubo ze-GAS kunye ne-ERP kususa idatha yedatha, kwaye inciphise iimpazamo, kwaye zenze ukuba kuthathelwe izigqibo ngokusekwe ngokusekwe kwimeko yokwenyani kunye nezithintelo.

Iimpembelelo zobuchule zokuKhetha ukhetho lomthengisi

Ukuncitshiswa kokusebenza kakuhle kunye nokuncitshiswa kweendleko

Ingxelo yokuqala ye-AIPTTTTTters Ingxelo yengeniso ye-9:% ngezakhono zokufumana ixesha lokwenyani ezibonelela ngeengubo. Ezi zuzo zokusebenza kakuhle zikhokelela ekuqinisekiseni ukuqina komthetho onqabileyo, amahlalutyo esemgangathweni othintela iziphene, kunye nokuvelisa ulungiselelo lokukhuthaza ukuphuma.

Izakhono zomthengisi kwimodeli yokufunda imodeli yokufunda, ukudityaniswa kwekhomputha yekhomputha yekhomputha, kunye nokwenza izigqibo ngokuzenzekelayo kunye nokunxibelelana ngokuthe ngqo kunye namandla okusebenza. Iinkampani ezikhetha abathengisi ngemithetho yokuphumeza i-AI eqinisekisiweyo ifezekisa ngokukhawuleza kwixabiso lexabiso kunye ne-ROI ephezulu.

Ukucuthwa kweendleko kwenzeka ngokweevenkile ezininzi: Inkunkuma encitshisiweyo, ukusetyenziswa kwamanani okuphendulwa, ukuphuculwa kwempahla yexabiso, kunye nenkqubo yokungenelela kwezasezantsi. Abathengisi ababonelela ngeedashboard ezibanzi zedashboard zenza ukuba uphuculo oluqhubekayo ngokwenza izigqibo eziqhutywa yidatha.

Ulawulo lwe-chan-chan-chain kunye nolawulo lomngcipheko

Amawele edijithali kunye namaqonga omngcipheko oqhutywa yi-AI ophucukileyo wokubonisa ukubonakala kwe-chain yokubonelela ngokuphazamiseka okuphazamisekileyo kunye neendlela zokuphendula eziqinisekileyo. Idatha yemveliso yokwenza imveliso igxininisa ukomelela njengeyona nto iphambili kucwangciso lobuchule 2025.

Abathengisi abanikezela ngoncedo lwezixhobo zoVavanyo lweMngcipheko woNcedo lokuNcedo lokuNcedo lokuNcedo lokuNcedosa, baqhagamshela iinethiwekhi zabathengisi, kwaye balondoloze amanqanaba e-Buffer Anventri olwenziweyo kwiindleko kunye nokufumaneka. Izakhono zokwenyani zexesha lokwenyani zinika impendulo ekhawulezileyo yokuphazamiseka.

Amaqonga ahlanganisiweyo adibanisa ucwangciso lwemveliso, ulawulo lwe-inventri, kunye nonxibelelwano lwabaxhasi babonelela ngokubonakala kwesiphelo sokuphela kwezisombululo zenqanaba lezesiko alinakuthelekisa. Lo mdibaniso wenza ukuba inciphise emngciphekweni wokunciphisa umngcipheko kunokuba ulawule amantlekele.

Ulawulo lwedatha, ukhuseleko, kunye nokuThobela

Ulawulo lwedatha olusebenzayo lufuna iindlela zokuhlelwa kwedatha, imigangatho yolawulo olusekwe kwinxaxheba, imigangatho yokufikelela, kunye nemigaqo-nkqubo yokuthobela, kunye ne-Shendermes enje ngezakhono zokhuseleko ezijongana neengxaki zabucala ze Iipesenti ezingama-44 zabavelisi abathandabuzayo malunga nokwamkelwa komntwana wakhe.

Eyona misebenzi ilungileyo ibandakanya ukusebenzisa amachibi edatha anolawulo olufanelekileyo lwe-Metadata, ukuseka imigaqo-nkqubo yobufundisiso ecacileyo, kunye nokugcina iindlela zophicotho zincwadi. Abathengisi kufuneka babonelele ngeempawu zokhuseleko ezakhiweyo kunokuba bafune izisombululo zoKhuseleko.

Iimfuneko zokuthotyelwa ziyahluka kumzi mveliso, nge-AOEMotive, i-aerospace, kunye nabavelisi bamayeza abafuna ukunyaniseka kunye nokulandelela kubomi bemveliso.

INguqu yokuSebenza kunye neemfuno zeZakhono

Iimfuneko zezakhono ezihlumayo zibandakanya idatha yohlalutyo, ulawulo lwemodeli ye-AI, uLawulo lweKhompyuter Ngaphezulu kwe-80% yamashishini amakhulu anabasebenzi beyure

Iinkqubo zokuphucula kufuneka zilungiswe zombini ubuchule bobuchwephesha bobugcisa kunye nokusebenza kwendlela yokusebenza yendlela yokusebenza kweTekhnoloji entsha yazisa. Abathengisi abanikezela ngeenkqubo ezibanzi zoqeqesho kunye neendlela zomsebenzisi ezinomdla zinciphisa imiqobo yokuphumeza kunye nokukhawulezisa ukwamkelwa.

Iindlela zokulawulwa kokutshintsha kufuneka zibandakanye nezicwangciso zonxibelelwano zabachaphazelekayo, iindibano zocweyo zoqeqesho, kunye nokusekwa kwamaziko okugqwesa okuqhuba uphuculo oluqhubekayo kunye nolwazi oluya kuwo wonke umbutho.

Ikamva-ubungqinaKho

Ukwakha isiseko sedatha ye-AI

Izigqibo zoyilo lweDatha phakathi kwe-Lakes yeDatha kunye neeWechhouses zixhomekeke kumatyala athile, kunye namachibi edatha abonelela ngokutshintsha kwedatha ye-IOI engacwangciswanga kunye neendawo zokugcina izinto zedatha. I-Teationonomy yeNgxelo iqinisekisa ukungqinelana kuzo zonke iinkqubo kwaye isebenze kakuhle uqeqesho olusebenzayo lwemodeli.

UDeloitte ucebisa ukuseka iimodeli zolawulo ze-AI njengenxalenye yophuhliso lwedatha. Oku kubandakanya imigangatho esemgangathweni yedatha, iinkqubo zokuqinisekisa iimodeli, kunye neendlela zokuhlola ukusebenza.

Ulawulo lweMethadatha luba lubaluleke kakhulu njengesikali sedatha, sifuna ikhathalogu elizenzekelayo, ukucenga ukubola, kunye nobuchule bempembelelo. Abathengisi kufuneka babonelele ngezixhobo ezinokufunyanwa lula idatha yokufumanisa idatha kunye nokuqinisekisa umgangatho wedatha kuwo wonke umntu ophuhlisayo.

Uyilo lweMpuma kunye neNdibano

Vula i-APIs kunye ne-Microservations uyilo lwenze i-plug-and-Dlala imicimbi yokunciphisa i-plug-and-Dlala ukunciphisa ukudityaniswa kobuhlangano kunye ne-versor khiya umngcipheko. Iindlela zokuhamba kwemidumba zivumela abavelisi ukuba bakhethe izisombululo ezizezinye zemisebenzi ethile ngelixa ugcina inkqubo yokuhlangana.

I-Modral Itekhnoloji yokuThengisa: