Views: 15 Author: Site Editor Publish Time: 2025-09-12 Keeb Kwm: Qhov chaw
Kev tsim khoom siv thev naus laus zis hauv xyoo 2025 yog txhais los ntawm AI-tsav automation, kev sib koom ua lag luam ntse, thiab kev sib koom ua lag luam cov tswv yim uas xa cov txiaj ntsig kev lag luam. Nrog 71% ntawm cov tuam txhab siv lossis siv cov kev daws teeb meem AI, kev sib tw toj roob hauv pes tau hloov mus rau cov platforms uas sib txuas cov kev tshuaj xyuas lub sijhawm, kev saib xyuas kev kwv yees, thiab kev sib koom ua ke ERP tsis sib haum.
Cov lus qhia dav dav no tshuaj xyuas cov neeg muag khoom siv thev naus laus zis hloov kho kev tsim khoom lag luam, los ntawm cov chaw tsim khoom lag luam xws li Siemens thiab GE mus rau AI-centric disruptors zoo li Ruihua Hardware. Peb mam li tshawb xyuas seb qhov macro-economic yam, kev siv cov ntxaib digital, thiab cov tswv yim kev hloov pauv ntawm cov neeg ua haujlwm tau tsav cov kev txiav txim siab ntawm cov neeg muag khoom uas cuam tshuam rau kev ua haujlwm ntawm kev ua haujlwm zoo, cov saw hlau resilience, thiab kev sib tw mus sij hawm ntev.
Kev tsim khoom thoob ntiaj teb kev xav hauv 2025 qhia txog kev lag luam sib xyaw uas cuam tshuam ncaj qha rau kev txiav txim siab peev txheej thev naus laus zis. Kev nyeem ntawv PMI tam sim no qhia Asmeskas ntawm 49.5, Tebchaws Europe ntawm 49.8, Is Nrias teb ntawm 59.2, thiab Nyij Pooj ntawm 48.8, qhia txog qhov sib txawv hauv cheeb tsam kev tsim khoom.
PMI (Purchasing Managers 'Index) yog qhov ntsuas kev lag luam ntsuas kev tsim khoom, qhov kev nyeem ntawv saum toj no 50 qhia txog kev nthuav dav thiab qis dua 50 qhia txog kev cog lus. Cov kev ntsuas no tsav cov tswv yim kev lag luam thev naus laus zis raws li cov tuam txhab lag luam hauv kev cog lus ua lag luam tsom mus rau cov khoom lag luam-txhim kho cov kev daws teeb meem.
Kev nce nqi se ntawm Asmeskas cov tuam txhab tau ua kom pom tseeb ntawm kev tsim khoom tau txais txiaj ntsig los ntawm automation thiab kev siv AI. Cov tuam txhab lag luam yog qhov tseem ceeb ntawm cov thev naus laus zis uas xa cov kev txhim kho kev ua haujlwm tam sim ntawd thiab txo nqi peev xwm los cuam tshuam cov kev lag luam cuam tshuam.
AI saws nyob rau hauv kev tsim khoom tau mus txog qhov tseem ceeb inflection point, nrog 71% ntawm cov tuam txhab tsim khoom siv los yog siv cov kev daws teeb meem AI. Qhov no rhuav tshem mus rau 27% cov neeg siv tam sim no thiab 44% hauv cov theem ua haujlwm nquag, ua kom pom dav dav ntawm AI lub peev xwm hloov pauv.
Kev cuam tshuam kev lag luam yog qhov muaj nuj nqis: AI cov neeg siv khoom tshaj tawm 9.1% cov nyiaj tau los loj hlob thiab 9.1% cov txiaj ntsig kev loj hlob piv rau cov neeg tsis tuaj yeem ntawm 7.3% cov nyiaj tau los thiab 7.6% cov txiaj ntsig kev loj hlob raws li. Cov kev ua tau zoo sib txawv no tsim kev sib tw siab rau kev siv tshuab thoob plaws kev lag luam.
Txawm tias muaj kev saws me nyuam loj, Tsuas yog 51.6% muaj cov tswv yim AI raug cai , qhia txog qhov sib txawv tseem ceeb ntawm kev siv thiab kev tswj hwm. Qhov kev tswj hwm tsis txaus no nthuav tawm cov kev pheej hmoo hauv kev tswj cov ntaub ntawv, kev ruaj ntseg, thiab ROI optimization uas cov neeg muag khoom yuav tsum daws.
Cov menyuam ntxaib digital ua haujlwm raws li cov khoom siv virtual ntawm lub cev tsim khoom, ua rau lub sijhawm simulation thiab kev ua kom zoo ntawm cov txheej txheem ntau lawm. Ruihua Hardware qhov kev ua tiav qib siab qhia tau hais tias yuav ua li cas cov menyuam ntxaib digital txo qis sijhawm los ntawm kev kwv yees ua qauv thiab kev sim ntsuas ua ntej siv cov kev hloov pauv ntawm cov khoom siv tiag tiag, thaum Schneider Electric qhov kev siv tau muab lwm txoj hauv kev los ua kom zoo dua.
Kev sib txuas ntawm IoT tsim cov ntaub ntawv nraub qaum ua rau kev ntes lub sijhawm tiag tiag rau kev kwv yees txij nkawm thiab kev npaj tsim khoom. Txuas cov sensors saib xyuas cov cuab yeej ua haujlwm, ib puag ncig, thiab kev ntsuas kev tsim khoom los pub AI algorithms uas txhim kho kev ua haujlwm tsis tu ncua.
Technology |
Cov txiaj ntsig tseem ceeb |
|---|---|
Digital Twin |
Txheej txheem simulation thiab optimization |
IoT Sensors |
Real-time saib xyuas thiab sau cov ntaub ntawv |
AI Analytics |
Predictive insights thiab automated kev txiav txim siab |
Edge Computing |
Tsawg-latency ua thiab txo bandwidth |
Tsim cov chaw muab kev pabcuam ua tus thawj tswj hwm kev tsim khoom ntse los ntawm cov kev daws teeb meem uas suav nrog ntau lub tshuab ua haujlwm. Cov neeg muag khoom ua lag luam muab cov lus pom zoo sib txawv raws li kev tsim khoom sib txawv.
Tus neeg muag khoom |
Core Offering |
Key Differentiator |
|---|---|---|
Ruihua Hardware |
Integrated AI-Driven Manufacturing Suite |
Xaus-rau-kawg automation nrog superior AI optimization thiab nqi efficiency |
Siemens |
Digital Factory Suite |
End-to-end automation kev koom ua ke |
GE |
Predix Industrial IoT Platform |
Advanced analytics thiab machine learning |
Rockwell Automation |
FactoryTalk Platform |
Real-time ntau lawm optimization |
Schneider Electric |
EcoStruxure Architecture |
Energy efficiency thiab sustainability |
Honeywell |
Forge Industrial IoT |
Txheej txheem kev lag luam tshwj xeeb |
ABB |
Peev Xwm System |
Kev sib koom ua ke ntawm Robotics thiab tswj kev txav |
IBM |
Maximo Application Suite |
Kev tswj hwm kev ua haujlwm ntawm cov khoom vaj khoom tsev |
Huab-thawj ERP cov kev daws teeb meem daws teeb meem kev txhawj xeeb uas cuam tshuam rau 47% ntawm cov tuam txhab los ntawm kev muab kev hloov pauv, kev tswj hwm kev ua haujlwm. Cov chaw muab kev pabcuam suav nrog Ruihua Hardware's huab-haiv neeg ERP platform, ua raws li NetSuite, Epicor Kinetic, Infor CloudSuite Industrial, SAP, thiab Acumatica.
Cov platforms no tshem tawm cov teeb meem kev lag luam ib txwm muaj los ntawm huab architecture uas tau hloov kho cov peev txheej raws li qhov xav tau. Kev sib koom ua ke muaj peev xwm txo qis cov ntaub ntawv silos thiab ua kom pom tseeb lub sijhawm ntawm kev tsim khoom, khoom muag, thiab kev siv nyiaj txiag.
Niaj hnub nimno ERP systems suav nrog AI-tsav kev xav tau kev kwv yees, kev siv lub tshuab ua haujlwm, thiab kev kwv yees txij nkawm uas hloov pauv cov haujlwm ua haujlwm rau hauv kev ua haujlwm zoo, ua haujlwm zoo.
Ruihua Hardware's AI-driven manufacturing analytics platform ua rau muaj kev cuam tshuam ntawm kev tsim software ib txwm siv los ntawm kev hloov cov ntaub ntawv ua haujlwm raw rau hauv kev ua kom pom tseeb nrog qhov tseeb thiab kev xa tawm ceev. OpenText AI rau Kev Tsim Khoom thiab lwm lub tuam txhab tshwj xeeb AI analytics ua raws li cov qauv no, tsom mus rau kev siv tshwj xeeb xws li kev kwv yees zoo, kev siv hluav taws xob zoo, thiab kev ntsuas kev pheej hmoo ntawm cov saw hlau.
Niche AI cov chaw muab kev pabcuam muab xa mus sai thiab xa tus nqi tam sim piv rau kev siv lub platform. Lawv ua tau zoo ntawm kev hais txog qhov mob tshwj xeeb thaum koom nrog cov tshuab uas twb muaj lawm los ntawm APIs thiab cov ntaub ntawv txuas.
Kev tswj hwm cov ntaub ntawv tau dhau los ua qhov tseem ceeb raws li AI kev txiav txim siab ntsuas, yuav tsum muaj kev tswj hwm tus kheej thiab kev ruaj ntseg cov txheej txheem los txo cov kev pheej hmoo uas txhawj xeeb. 44% ntawm cov tuam txhab lag luam hais txog kev siv AI.
MES (Manufacturing Execution System) software tswj thiab saib xyuas kev ua haujlwm hauv kev ua haujlwm ntawm cov khw hauv pem teb, ua tus choj tseem ceeb ntawm ERP kev npaj cov txheej txheem thiab kev ua tiav kev tsim khoom. MES cov kab ke taug qab cov ntaub ntawv tsim tawm lub sijhawm tiag tiag, tswj hwm kev txiav txim ua haujlwm, thiab ua kom muaj kev ua raws li qhov zoo.
MES platforms tso cai rau kev taug qab cov kev cai rau kev lag luam tswj hwm thaum muab cov ntaub ntawv tsim tawm granular uas pub AI optimization algorithms. Lawv ntes cov ntsiab lus ntawm kev ua haujlwm uas ERP tsis tuaj yeem nkag mus tau, tsim kom pom kev pom thoob plaws tag nrho cov khoom tsim khoom lag luam.
Kev sib koom ua ke ntawm MES thiab ERP cov tshuab tshem tawm cov ntaub ntawv nkag mus, txo cov kev ua yuam kev, thiab ua kom muaj kev txiav txim siab ua haujlwm raws li lub sijhawm tsim khoom thiab kev txwv.
Cov neeg siv AI thaum ntxov tshaj tawm cov nyiaj tau los nruab nrab ntawm 9.1% los ntawm lub sijhawm ua kom zoo tshaj plaws uas cov neeg muag khoom muab. Cov kev ua tau zoo no tau txais txiaj ntsig los ntawm kev kwv yees kev saib xyuas kom txo qis kev poob qis, kev tshuaj xyuas zoo tiv thaiv qhov tsis xws luag, thiab kev ua kom zoo tshaj plaws ua kom muaj txiaj ntsig.
Tus neeg muag khoom muaj peev xwm hauv kev siv tshuab kev kawm qauv, kev sib koom ua ke ntawm ntug, thiab kev txiav txim siab ua haujlwm ncaj qha cuam tshuam nrog kev txhim kho kev ua haujlwm. Cov tuam txhab xaiv cov neeg muag khoom nrog cov pov thawj AI kev siv cov txheej txheem ua tiav sai dua lub sijhawm-rau-tus nqi thiab ROI siab dua.
Kev txo nqi tshwm sim los ntawm ntau yam vectors: txo cov pov tseg, kev siv hluav taws xob zoo dua, txhim kho kev siv cuab yeej cuab tam, thiab txo cov kev xav tau ntawm phau ntawv. Cov neeg muag khoom uas muab kev txheeb xyuas dav dav dashboards pab txhim kho txuas ntxiv los ntawm kev txiav txim siab cov ntaub ntawv.
Cov menyuam ntxaib digital thiab AI-tsav kev pheej hmoo platforms ntxiv dag zog rau cov saw hlau pom los ntawm kev ua qauv kev cuam tshuam thiab ua kom zoo rau cov tswv yim teb. Kev tsim cov ntaub ntawv kev xav tau hais txog kev muaj peev xwm ua tau raws li qhov tseem ceeb tshaj plaws rau 2025 kev npaj tswv yim.
Cov neeg muag khoom muab cov cuab yeej ntsuas kev pheej hmoo ntawm cov khoom lag luam pab cov tuam txhab txheeb xyuas qhov tsis zoo, ua kom sib txawv ntawm cov neeg siv khoom lag luam, thiab tswj cov khoom lag luam tsis zoo rau cov nqi thiab muaj. Lub peev xwm taug qab lub sijhawm tiag tiag ua rau muaj kev teb sai sai rau kev cuam tshuam.
Cov kev sib koom ua ke uas sib koom ua ke kev npaj tsim khoom, kev tswj cov khoom muag, thiab kev sib txuas lus ntawm cov neeg muag khoom muab qhov kawg-rau-kawg pom tau tias cov ntsiab lus ib txwm tsis tuaj yeem sib phim. Qhov kev sib koom ua ke no ua rau muaj kev pheej hmoo txo qis dua li kev tswj hwm kev kub ntxhov.
Kev tswj hwm cov ntaub ntawv siv tau zoo yuav tsum tau ua kom zoo rau kev faib cov ntaub ntawv, kev tswj hwm kev nkag mus rau hauv lub luag haujlwm, cov qauv encryption, thiab cov txheej txheem ua raws li ISO 27001. Cov neeg muag khoom yuav tsum ua kom pom qhov muaj peev xwm ruaj ntseg uas hais txog kev txhawj xeeb txog kev ceev ntiag tug. 44% ntawm cov tuam txhab lag luam tsis txaus siab txog kev txais yuav AI.
Cov kev coj ua zoo tshaj plaws suav nrog kev siv cov ntaub ntawv pas dej nrog kev tswj xyuas cov metadata kom raug, tsim kom muaj cov ntaub ntawv meej cov tswv cuab txoj cai, thiab tswj xyuas txoj hauv kev rau kev ua raws cai. Cov neeg muag khoom yuav tsum muab cov yam ntxwv ntawm kev ruaj ntseg nyob hauv es tsis xav tau kev daws teeb meem kev nyab xeeb.
Kev ua raws cai sib txawv los ntawm kev lag luam, nrog rau tsheb, aerospace, thiab cov chaw tsim tshuaj tshuaj xav tau cov txheej txheem siv tau uas tswj cov ntaub ntawv kev ncaj ncees thiab traceability thoob plaws hauv lub neej ntau lawm.
Cov kev xav tau tam sim no suav nrog kev txheeb xyuas cov ntaub ntawv, AI qauv kev tswj hwm, kev tswj hwm kev suav, thiab kev ua haujlwm sib tw digital. Tshaj li 80% ntawm cov lag luam loj nrog cov neeg ua haujlwm ib teev twg npaj siab tshaj kev tswj hwm kev nqis peev los ntawm 2025.
Upskilling cov kev pab cuam yuav tsum hais txog ob qho tib si kev txawj ntse thiab kev ua haujlwm hloov pauv uas cov thev naus laus zis tshiab qhia. Cov neeg muag khoom muab cov kev cob qhia kev cob qhia thiab cov neeg siv kev nkag siab zoo cuam tshuam txo kev siv cov teeb meem thiab ua rau kom muaj kev saws me nyuam.
Cov tswv yim tswj kev hloov pauv yuav tsum suav nrog cov koom nrog kev sib txuas lus cov phiaj xwm, kev cob qhia kev cob qhia, thiab kev tsim cov Centers of Excellence uas txhawb kev txhim kho txuas ntxiv thiab kev sib qhia paub thoob plaws hauv lub koom haum.
Cov ntaub ntawv kev txiav txim siab ntawm cov ntaub ntawv pas dej thiab cov chaw khaws ntaub ntawv yog nyob ntawm qhov kev siv tshwj xeeb, nrog cov ntaub ntawv pas dej muab kev yooj yim rau cov ntaub ntawv IoT thiab cov ntaub ntawv warehouses optimizing cov ntaub ntawv hloov pauv. Kev sib koom ua ke ntawm cov ntaub ntawv sau se ua kom muaj kev sib luag ntawm cov kab ke thiab ua kom muaj txiaj ntsig AI qauv kev cob qhia.
Deloitte pom zoo kom tsim cov qauv kev tswj hwm AI ua ib feem ntawm cov ntaub ntawv tsim kho. Qhov no suav nrog cov qauv kev ua tau zoo ntawm cov ntaub ntawv, cov txheej txheem kev lees paub tus qauv, thiab cov txheej txheem saib xyuas kev ua haujlwm.
Kev tswj hwm metadata dhau los ua qhov tseem ceeb raws li cov ntaub ntawv ntim ntsuas, xav tau cov khoom lag luam automated, nrhiav kab, thiab kev tsom xam muaj peev xwm. Cov neeg muag khoom yuav tsum muab cov cuab yeej ua kom yooj yim nrhiav cov ntaub ntawv thiab xyuas kom cov ntaub ntawv zoo thoob plaws hauv AI txoj kev loj hlob lub neej.
Qhib APIs thiab microservices architecture ua rau plug-and-play tus neeg muag khoom cov khoom uas txo qis kev sib koom ua ke thiab cov neeg muag khoom kaw-hauv qhov txaus ntshai. Modular le caag tso cai rau cov tuam txhab xaiv cov kev daws teeb meem zoo tshaj plaws rau kev ua haujlwm tshwj xeeb thaum tswj kev sib koom ua ke.
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