2023年央國企數(shù)字化升級研究報(bào)告-2023.11

2023?央?企數(shù)字化升級|究?^?2023

iResearch

Inc.CONTENTS目錄01

?企數(shù)_W??02

數(shù)_?oāxā及s鍵?oyx03

通}及t\型數(shù)_Wà}04

數(shù)_WW?T?配`t?05

?企數(shù)_Wy型?à商h?201央?企數(shù)字化概述3?企數(shù)_W的?涵及本?^|究范uo撐數(shù)_o?zu??ā?身高-àó]?帶ú產(chǎn)業(yè)tu_數(shù)_Wt??p企業(yè)?og?á?üwyt}?TV{?è??履行?ítì°的?p獨(dú)í企業(yè)1?p獨(dú)í|?以及?pí本?股|??wo包?98?v?á??íY監(jiān)?的o企業(yè)2?p企業(yè)os??}經(jīng)o的t梁柱ü壓3÷?2022?的總營w?82.6O?元?在GDPos??68%2`前?以ty智y1???~?è的?一?ù??}?]???數(shù)_?oP?_經(jīng)o?gyt融\?t?數(shù)_o?r~數(shù)_時(shí)?è?o?式ā?W的T?引?2作~o?{色bO的T?{-āxü??āx??企肩?著èú經(jīng)oó]üT?b?值的T?°????在數(shù)_WW?oó揮引?作}2?企的數(shù)_WW?包?數(shù)_?oāxā1s鍵?oyx1通}及t\型à}1業(yè)áoà}{tVyU?以及數(shù)o?v1網(wǎng)絡(luò)安y1?色P碳{T?配`t??本?^側(cè)T?āxā及s鍵?oyx1通}及t\型à}1T?配`t?{y÷的|究2央?企數(shù)字化升級的重?o義央?企數(shù)字化升級y向及本?^|究范u業(yè)á景à}o撐數(shù)字o?發(fā)]zuā響à?策÷召Click

toaddtext…?

oqo1?á?及ps?yY^ó_è??p企業(yè)數(shù)_W?型1數(shù)_經(jīng)oó]產(chǎn)品|發(fā)景產(chǎn)運(yùn)營景?售服á景íR1數(shù)_o?t?íR{數(shù)_經(jīng)oó]ts??t?

作~o?{色bO的T?{-āxü??āx??企?在數(shù)_WW?oó揮引?作}通}及t\型數(shù)字化à}`\T|??頻智yü?企業(yè)自身高質(zhì)?發(fā)]的?w?求數(shù)據(jù)?v網(wǎng)絡(luò)安y?色P碳……?

數(shù)_WW??~??企`Wt?1í金1?àt以及ITāxí源配?e高T|`\及業(yè)á??m÷ERPy業(yè)à?網(wǎng)t?í源?v?

數(shù)o?úó?以更高-à的[?型產(chǎn)品服á???響à^ùW??Wt???

à?s鍵???o的?[???障產(chǎn)?營{定數(shù)字技o(jì)āxā及s鍵技o(jì)工xty智y數(shù)o?P?y_ó?dāng)?shù)_孿AR/VR{范并帶úPQ游企業(yè)的數(shù)字化升級數(shù)oV÷及??W5G{導(dǎo)a?

?企?身í源tü~?1{定經(jīng)營y????oT?o|ó1???移1業(yè)á融\{數(shù)_WW?ts~措的?高費(fèi)}?_p?_的韌gg?數(shù)_W[??y帶g的?錯(cuò)r本?作~Y行??r~wT企業(yè)的W?{范?

?企的r?W?將帶úPQ~企業(yè)à?數(shù)_WW??D?à?u_產(chǎn)業(yè)t的數(shù)_Wt?āx?數(shù)oo?網(wǎng)絡(luò)?y本?^T點(diǎn)|究范ug源?t瑞咨?|究??|究及tv2g源?t瑞咨?|究??|究及tv2?2023.11

iResearchInc.?2023.11

iResearchInc.4è??p企業(yè)數(shù)_WW?的ts???省^???āè?oé??t?企數(shù)_Wü數(shù)_o?的zuo撐2020?8o??á??íYsó:s?à?è??p企業(yè)數(shù)_W?型y作的通知;?就èú?p企業(yè)數(shù)_W?型Z?y÷??m^T省^??ó_tsg導(dǎo)oé?èú`w數(shù)_經(jīng)oP?p經(jīng)o的融\ó]22023?2o?oqo1?á?só:數(shù)_o?t?u__\íR;?:íR;g?t?數(shù)_o?o數(shù)_時(shí)?è?o?式ā?W的T?引??o?{??t??`勢的p?o撐2作~數(shù)_o?t?的??Po_?à??企à充Vó揮zuo撐作}?~數(shù)_o?的t?貢更?à2??級?有企業(yè)數(shù)字化升級相s?策部分省^?有企業(yè)數(shù)字化升級相s?策時(shí)間??t]稱相s??時(shí)間??t]稱相s??ó揮?p企業(yè)在?一?ù??}ü產(chǎn)業(yè)ù?浪潮o的引?作}??一n?W數(shù)o?ú1?r[?1\作q贏{數(shù)_W?型v???t?ó]格\???數(shù)_經(jīng)oü?_經(jīng)o融\ó]以產(chǎn)業(yè)數(shù)_W1數(shù)_產(chǎn)業(yè)W~?型??以<P?}數(shù)?智=~T點(diǎn)?|口?y?打<On一=y程?èú?í監(jiān)?智yW|O斷eW??p數(shù)_經(jīng)oíkü-àn~T?s?à?è???í?企數(shù)_W?型y作的g導(dǎo)oés?à?è??p2021.04?^?íY2020.08?á??íY

企業(yè)數(shù)_W?型y作的通知à??型W???y數(shù)_W}?y程??t數(shù)_W監(jiān)?_?āè薦企業(yè)數(shù)_W}??以<產(chǎn)業(yè)?=~o撐?以數(shù)o?àt~?帶??托y業(yè)à?網(wǎng)ā?èú產(chǎn)業(yè)t1[?t1?àt融\à}ā打

企業(yè)數(shù)_Wog??2ó]智慧交通1智慧ü業(yè)1智慧t{1智慧城^?營{?業(yè)a著?eW數(shù)_W?vy?2?}|Wt1數(shù)o1???1ty智y{?一??息?o?èúyá?vD?息WU數(shù)_WW???智yWà}o?pme高?vmys??一nyWy?á??íY浙江省?TT|×浙江省?í?企}?ó]<S?五=íR2021.102022.012021.062021.09?企t?的oé以數(shù)o~s鍵?}?以數(shù)_?oP?_經(jīng)oyt融\~??à?數(shù)_āx?yt??完善數(shù)_經(jīng)o?v_??`\è?數(shù)_產(chǎn)業(yè)Wü產(chǎn)業(yè)數(shù)_W??y`?產(chǎn)業(yè)?型W???2?產(chǎn)業(yè)?業(yè)a?k式?O斷Z?Z`Zs?數(shù)_經(jīng)o?~?t數(shù)_o?e?p?o撐n~èú^?企業(yè)à?數(shù)_W?型???o?ó揮?p企業(yè)城^t?的??作}???融uyw數(shù)_經(jīng)oog城^t??èú數(shù)_經(jīng)oP?p經(jīng)oyt融\?y÷eW產(chǎn)業(yè)āxy?ü產(chǎn)業(yè)tā?W|s?^?企業(yè)à?數(shù)_W?型的?yoé<S?五=數(shù)_經(jīng)?á?Xe^?íYoó]íR將數(shù)_W?型作~?í?企yW}?的?|點(diǎn)?將數(shù)_W?型作~?í?企?ā高-àó]的著?點(diǎn)?y÷???p經(jīng)oaT??Z?Z`Z數(shù)_?p企業(yè)ü數(shù)_?pí本?~P海t?xp世}影響?的?×數(shù)_Oy夯?āx2n~r2025??80%以P?p企業(yè)_n?ā數(shù)_W?型o企業(yè)\í?vy作à`??_cá?高m的?則?充V{}數(shù)o{?息Wk段?W?e高?vmyo企業(yè)\í??á??íYs?è?本^?í?企數(shù)_W?型的?yoé2022.082023.022021.092023.03P海^?íY}東省?íYvTyy÷eW數(shù)_o?t?的u_g1??g1`\g???數(shù)_經(jīng)oü?_經(jīng)oyt融\?以數(shù)_W?ú產(chǎn)活ü?vy式ù??~以o?式ā?Wy÷è?o_}?_]t注u?ú?oqo?á?數(shù)_o?t?u__\íRy?一n數(shù)_W?型wyo準(zhǔn)2D?型??1?型流程{y÷???}東省?p企業(yè)數(shù)_W?型的g導(dǎo)gt°?~}東省?p企業(yè)_]數(shù)_W?型y作e??og導(dǎo)üó??o?p企業(yè)數(shù)_W?型y作gWg源?t瑞咨?|究??o|_í料|究及tv2g源?t瑞咨?|究??o|_í料|究及tv2?2023.11

iResearchInc.?2023.11

iResearchInc.5?企數(shù)_WW?{點(diǎn)?1/6ā需?t_業(yè)1高m的數(shù)_Wā???W?ú?~?W?r??企通~??[元產(chǎn)業(yè)?ā?^?[1t\數(shù)à龐`?v??]g?t??一?企業(yè)??企的數(shù)_WW?÷臨更高的szü?t?需?y÷?×ā?1to{[y÷?}2憑_??IT??1Q^數(shù)ù|?以及Oy?à商?益~??的數(shù)_W?oy???企在數(shù)_WW??程o?×r的?

?往往O在e|t?o??在?üā??1to?伍1?營vü企業(yè)?W的y刻ù?2?m??企需??t一n_業(yè)1高m的數(shù)_Wā??~?ù?P企業(yè)的數(shù)_Wzut契\???üTQ^WO需?āí源q?1|ó`\1經(jīng)?à?的[yO`\?將to?養(yǎng)1ā?T塑?r?]??W?ú?è?數(shù)_WW?2\步數(shù)字化zu的ā?、人才、?化及v變?2022??企數(shù)字化的人才費(fèi)}投u\比變化?

數(shù)_WW?o一ù??y程?需?

v一把kw}|?高^r立52.7%?à?懂業(yè)á?懂?o的]\數(shù)_W?vY\b?數(shù)_W型togíR???并y在ù目W?ts?tv?Yb?一的?y1?營op?`?ā?TQó?~?TWOT?yyyí源?配\?

à?數(shù)_Wto的引?ü?養(yǎng)??

yW壓減y作?`W數(shù)_W~?\y獲×??的知?P?yy作ó流程30.9%?

ˉ數(shù)_WW?y?程?O人才斷?u`Wvā?10.9%5.5%?化?

定_]數(shù)_WW??

高^?導(dǎo)??y導(dǎo)數(shù)_WW?的ào?企業(yè)PQü齊數(shù)_WW?的v?ü目oyhüo??úa?uW?u減]vā本où

T?0%-10%T?10-30%

T?30%及以P?

?_懲v??t數(shù)_W績m?鼓勵(lì)數(shù)_Wà}[??

通??ˉ1?察1?y1]?{?W\yü數(shù)_WW?的ˉ知?à?s?g源?t瑞咨?|究??|究及tv2g源?騰±|究?:2022??p企業(yè)數(shù)_W?型?|?^;?2023.11

iResearchInc.?2023.11

iResearchInc.6?企數(shù)_WW?{點(diǎn)?2/6ā以?~á??t數(shù)_?oāxāā?邏??一的一朵?架???企???將T^?TVoV散t?的ITāxí源?行?一?v???í源q?及數(shù)o流通?eWu_í源{}÷??P?t及?營?v?t2÷一y÷??ā?m?的?服á1P?y1AI?y及_óā{T前?數(shù)_?oyx?o撐?企ü數(shù)_Wà}的??_ó???}[??Wwt?`勢2以?~á??t數(shù)字技o(jì)āxā協(xié)\T公P代yERP人工智y數(shù)字孿???工業(yè)à聯(lián)網(wǎng)大數(shù)據(jù)o間t物聯(lián)網(wǎng)úpí作系統(tǒng)|p?\{v架?智y對話人?í源?v?原數(shù)據(jù)???`?網(wǎng)絡(luò)…………|t?y芯w服á器交換安y|t`?CPU?[CPUGPU數(shù)字技o(jì)āxāg源?t瑞咨?|究??|究及tv2?2023.11

iResearchInc.7?企數(shù)_WW?{點(diǎn)?3/6ā以à}~??點(diǎn)?t\{}Tù前??oyx~業(yè)á?yo企業(yè)數(shù)_WW?的T?}??à}o企業(yè)業(yè)á活ú的???_??m?企的數(shù)_WW???以à}~??點(diǎn)?t\{}ty智y1P?y1數(shù)_孿{Tù前??oyx?k]eW`\T|1智yü?1ERP{通}及t\型à}?}善企業(yè)經(jīng)營u_m÷??免?o式的數(shù)_W÷u?并?\企業(yè)?身業(yè)á{g??ügè?產(chǎn)品|ó1產(chǎn)?營1?售服á{業(yè)áo??的數(shù)_Wà}W??`W企業(yè)???v_??\時(shí)~üwe?更x[?g的產(chǎn)品服á_?2以à}~?腳點(diǎn)āt\利}T項(xiàng)前?技o(jì)工xP代y?

?P企業(yè)的時(shí)間及í金r本?à?協(xié)\T公智y對話[??w?

eW?p_óy???t???`勢數(shù)字孿通}及工業(yè)?

知監(jiān)ooā狀1智y?v?

c?`Wí源及業(yè)á??m÷???t\型à}à聯(lián)網(wǎng)……ERP……?

`W業(yè)á流程??P?營r本?

e高產(chǎn)品ü服á-à?`Wüw_??

數(shù)o?úó?精準(zhǔn)營?1智yT?業(yè)á景à}人工智y?

?障數(shù)oí產(chǎn)安y產(chǎn)品|發(fā)產(chǎn)運(yùn)營?售服á?

e高?息?oí源{}m÷?

??數(shù)oq?ü?o[??計(jì)?g源?t瑞咨?|究??|究及tv2?2023.11

iResearchInc.8?企數(shù)_WW?{點(diǎn)?4/6ā以網(wǎng)絡(luò)?息安y~前e數(shù)_W?o在?}經(jīng)oT行業(yè)?à}?èú?產(chǎn)業(yè)???uü經(jīng)oó]y式的?ù?~經(jīng)obó]注u??的ú?2Pm\時(shí)??企在數(shù)_WW?的?程o產(chǎn)并?y流通à數(shù)oí產(chǎn)?w產(chǎn)?營ü?息W??的?賴tO斷ày??身業(yè)áP???1ty智y1y業(yè)à?網(wǎng){??oà}的融\ó]o_b產(chǎn)?的安yT?ā÷一y÷???病?1ot{在網(wǎng)絡(luò)z間`播?延?網(wǎng)絡(luò){詐1黑üü{Oy行~à`在?一些ā?肆o竊×企業(yè)商業(yè)秘?及}w?息數(shù)o?影響企業(yè)?息W??的l~?行?oT???1企業(yè)ünt{益?|壞b{定2?m??企的數(shù)_WW?á?以網(wǎng)絡(luò)?息安y~前e??障數(shù)_Wà}的?÷g?~?業(yè)áa?g?~[?e?安y{定的??2央?企擁有大?核?數(shù)據(jù)í產(chǎn)āw網(wǎng)絡(luò)安ys系??安yü?}經(jīng)濟(jì)}?央?企的網(wǎng)絡(luò)安ys系??安yü?}經(jīng)濟(jì)}??

?企???在?y1y源1u?1金融1交通{?域的s鍵?息āx?y的?行?障y作?

à些?y?果`在網(wǎng)絡(luò)o洞并遭rü??yüb的l~??產(chǎn)[á?|q服á陷u癱瘓1經(jīng)oú蕩1??安yüb秩序遭r|壞央?企擁有大?的核?數(shù)據(jù)í產(chǎn)?

?數(shù)_WW???企產(chǎn)并?y流通à數(shù)oí產(chǎn)?

?企?身的?營?v1ˉá1}w1üw1\y1_{{數(shù)o的安y?üw^t?1t?}w及üw??ósT??

數(shù)o?及y源?àt1通±網(wǎng)絡(luò)1金融交w1?wí源1裝_v

{?s乎??安y1}?祉g源?t瑞咨?|究??|究及tv2?2023.11

iResearchInc.9?企數(shù)_WW?{點(diǎn)?5/6ā???o?[???×形勢ùW?à些?安y?t頻ó1T?v?O斷ày?n{??üs?數(shù)_產(chǎn)業(yè)ó]的壓v范?ü?tc?k?D?障?àt安y1T?^t??的?t?ó??企在數(shù)_WW?時(shí)à注Tü?[?產(chǎn)品yh的選?P}?x_y?的企業(yè)à??÷us鍵???o的|ó?P??ó]zu?c\n?配\??<S?五=íR1數(shù)_o?t?íR?eW數(shù)_?o的?[?y???{?立??的數(shù)_?o[?_???P_??賴1~?ù?P經(jīng)o安y?以[??úó]?以[?引?產(chǎn)業(yè)數(shù)_W的ù??~s?數(shù)_產(chǎn)業(yè)的?àó]T~??2安y?t?發(fā)ā核?技o(jì)自創(chuàng)?的緊迫性ó升è?數(shù)字技o(jì)創(chuàng)?的??級?策時(shí)間??t]稱相s??目錄?o?ù?則選×s鍵?oüT?產(chǎn)品?wo包含自創(chuàng)?原則ā鼓勵(lì)原始創(chuàng)?āà強(qiáng)集r創(chuàng)?ü引?消化吸w再創(chuàng)?ā有利?ó高s鍵技o(jì)ü重?產(chǎn)品自÷?產(chǎn)h的數(shù)?ü質(zhì)?2s??息產(chǎn)業(yè)?p?知?產(chǎn)h的s鍵?oüT?產(chǎn)品目錄2006.12?息產(chǎn)業(yè)?微e黑_?t棱鏡門?tT類?v?策etü?息?o服á業(yè)ó]íR?2016ā2020?āà?t?v

??ü網(wǎng)絡(luò)???èúetü?息技o(jì)服á業(yè)發(fā)]?以[?ó]ü融\ó]~??著??|核?技o(jì)22017.012021.03y??2013?6o?<棱鏡?R=被披露?美??安局對電話、即時(shí)消息{?息?行秘?監(jiān)??范??及谷o1×?1?e1蘋果1Facebook{[?í?à?網(wǎng)|?2m次?t引????s注?掀??<?IOE=

的浪潮o_t}qü??}經(jīng)oübó]S?n五?íRü2035?ào目ot?堅(jiān)持創(chuàng)?在s?ā代化t設(shè)y局o的核?wOā把科技自立自強(qiáng)作~??發(fā)]的zuo撐2?y產(chǎn)業(yè)āxT

y程?à?í齊āx零部t及元器t、āxet、āxw料、āx工藝ü產(chǎn)業(yè)技o(jì)āx{瓶??板2??商á?1ˉ??{Y^ó_[ù?vs?|?1|究?{WO獲×??[導(dǎo)_?oy?1高gyGPU芯w1tsv

?_{?2008?10o??eo?è{將ü÷xXP_業(yè)x××黑_ó醒?ü÷xOffice××對話nó醒?引???ü<}戶隱私、?息安y=的}?y?tr2025??數(shù)_經(jīng)o邁Uy÷k]?數(shù)_經(jīng)o??產(chǎn)業(yè)Tà值sGDP?T?r10%2數(shù)字技o(jì)自創(chuàng)?y?~×ó升?數(shù)_W產(chǎn)品ü服á??-à幅e高?產(chǎn)業(yè)??t??n~T??在?V?域形ryw?Y`勢2<S?五=數(shù)_經(jīng)oó]íR2022.012023.02?á???W數(shù)_o?s鍵y?2?{自立自強(qiáng)的數(shù)字技o(jì)創(chuàng)?體系2健ybO^經(jīng)ogtQs鍵???os?型~?_v?à?企業(yè)導(dǎo)的產(chǎn)|yt融\2oqo?á?數(shù)_o?t?u__\íRg源?t瑞咨?|究??|究及tv2g源?t瑞咨?|究??|究及tv2?2023.11

iResearchInc.?2023.11

iResearchInc.10?企數(shù)_WW?{點(diǎn)?6/6ā?色P碳高-àó]:?\?|YùWn架|t;DSO次締tyb°?r目o?把ywW溫??y業(yè)?}以前ā?v在àP?2°C的|?并ü???1.5°C目o的?yg??ó]?Ty源?r~世}T?àü|YùWüy源?型的T?~措2作~世}Pg的ó]o???o?秉c(diǎn)t}?q\_v????óPyw??P|Y?v?èúyw?c?ó]??ó]?Ty源?2022?o??Ty源óu裝?à已?121287OS??yws?a?eWó36%2作~?}經(jīng)o的t梁柱??企在?色P碳ó]y÷?著引??1_拓?的?色?在數(shù)_WW?的?程o需}t?色P碳??ā高-à?ó]22018-2022?yw?再y源發(fā)電裝???色P碳o(jì)央?企對標(biāo)世界一流企業(yè)è?高質(zhì)??發(fā)]的?w?求WO?OS?337179306393279900創(chuàng)?253700235781?

?色o|?ó]的??gq享協(xié)調(diào)tüt}ü?}活追n?發(fā)]215892199999186436的T?_āv??

????就o??產(chǎn)??}善??就oó]產(chǎn)?174212162885?

èú產(chǎn)ü活_?U?_?色色P碳?型12128710639493464?á??íY÷UTo企業(yè)及wy?íYsó的:s?_]üo世}一流企業(yè)?值[

行ú的通知;e?794887289630.9%31.3%33.4%34.7%36.0%?p企業(yè)?à??色P碳?型?y÷e高y源í源{}m÷üo潔產(chǎn)|?帶}??<?碳=目o20182019202020212022o?wTw|g源??o:o??Ty源ó]?^;{|_í料|究tv2g源?t瑞咨?|究??|究及tv2?2023.11

iResearchInc.?2023.11

iResearchInc.11?企數(shù)_WW?的t?y?企????1?企Q^數(shù)ù|?及Oy?à商?íY數(shù)o~{?~à?數(shù)_?t產(chǎn)業(yè)?2?_\?一??息?o1AI{zug?t產(chǎn)業(yè)?o企業(yè)已r立數(shù)_ù?|?à500?2目前y源1??{流1?息通?{?域的企p?高的數(shù)ù子|?t????_Pà些?域數(shù)_WW?的?]??t一?2t?已服á?企數(shù)_WW?[?的_??à商?數(shù)ù|?在?é?企業(yè)áo1y作?W一?1數(shù)oh??高{y÷`勢n~?_??à商則在通}產(chǎn)品à}1?t?o?以及r?的^W?作v1t\架?{y÷?p`勢?og?y將???\?企???息W及業(yè)á?y?~?企的數(shù)_WW?e?ā?前??o`?\業(yè)áo的產(chǎn)品yh?充V?數(shù)_W智yW的?值22023?T行業(yè)央企數(shù)科子公?t設(shè)比?[y協(xié)\qt央?企數(shù)字化80.0%央?企數(shù)字化升級66.7%

66.7%?

?籌?v??的數(shù)_WW?y作?包?íR1|ó1?y1í源`?{56.0%?

??_?yr立v?導(dǎo)^ār的數(shù)_WY\b1ù目ā{gw}íR數(shù)_WW?u_zu?并?ó?dāng)?shù)_Wt??程o?y?ā的[?y`\問題44.4%37.5%央?企集團(tuán)??息化相s部門25.0%18.2%

18.2%央?企數(shù)科公??Vù目v數(shù)ù|?作~甲yP_??à商\作_部供à商◆

à些??企?ar立數(shù)ù|?ü???數(shù)_ù?tsí源?行u\?數(shù)ù|??????數(shù)_Wt?y作??Vpy?的數(shù)ù|?已在UPQ~a及_?Zyh??◆

?kw產(chǎn)品服á型??o產(chǎn)品/?óyh{ā1打行業(yè)?y源/u?/金融{ā1|?ìo?`?et/à?網(wǎng)/[業(yè)|?{ā{tt?行RV◆

在通}產(chǎn)品及?t數(shù)_W?oy÷更x`勢?^W?作v1t\架?1|óm÷{y÷更r?◆

?é業(yè)áo及?企y作?W?`p?高的h?ü???數(shù)oZ充V打通??一n?數(shù)o智y的?值?p一?數(shù)ù子|?的??g源??o數(shù)_?í1T企à網(wǎng){|_í料|究tv2g源?t瑞咨?|究??|究及tv2?2023.11

iResearchInc.?2023.11

iResearchInc.12?企數(shù)_W?à商ā譜央?企數(shù)字化供à商ā譜網(wǎng)絡(luò)安y解óyh`\T|??頻智yü?ERPt?í源?vy業(yè)à?網(wǎng)數(shù)_W監(jiān)督通}及t\型à}數(shù)據(jù)?vty智yP?y數(shù)_孿s鍵技o(jì)工xP?色P碳āxāāx?注?my?]ā?企數(shù)_WW?的?VtV^的?à商情???]{?Vy型企業(yè)?ā譜o?]{的企業(yè)logoú序及_并??×oO2g源?t瑞咨?|究??|究及tv2?2023.11

iResearchInc.1302āxā及s鍵技o(jì)工x14āx??1/3ā?í?1?????t?_的?í{g??[????o?[?2020?9o??á??íYsó:s?à?è??p企業(yè)數(shù)_W?型y作的通知;?e??p企業(yè)需?}???1ty智y1數(shù)_孿{?一??息?o?t?ow高m?]}的?一?數(shù)_?oāx?_?à?P?nP?m^Tw?íYw}?立的?í?ā??P???í監(jiān)??_?2022?7o在五屆數(shù)_o?t?übPl式啟ú22022?7o??íY召_o企業(yè)yW_業(yè)Wu\y作è?b?b°ero?u?引u[?o企業(yè)zu÷í?打

???|???籌_]ù?[?1?yt?ü安y??_???à??tèú??[?oa2m_?à些??企}w??希望ā??[|t}?ā?`üāx??o?[?g的?n??o格??企的?[?ts需n_?益T?2?í?、???、?創(chuàng)?{概?解÷o導(dǎo)?v企t?1?營????|?vo?u?引uo?u子1o?uù1o?誠通1o???{[?企zu÷í?打一?vTw?íYw}÷í1t立1?營?以??p數(shù)oí產(chǎn)~???kP?o?V~業(yè)á?1監(jiān)??1?????{??企的à?網(wǎng)業(yè)á??企業(yè)網(wǎng)?1üw服á{業(yè)á???企經(jīng)營?v的??數(shù)o??ā?架?1<OT一=1[t?v{à}監(jiān)?????í?監(jiān)????企??業(yè)á??ˉá?v1`\T|1t?í源?v{集團(tuán)????創(chuàng)?ā??[|t×}?[??o?t的?āo?í?1???的T?o撐g源?t瑞咨?|究??|究及tv2?2023.11

iResearchInc.15āx??2/3ā?ā??ā?企?息?oí源的?tW1gW1_業(yè)W??障?企數(shù)oí產(chǎn)安y???數(shù)oq?ü?o[??ā??ā?企?息?oí源的?tW1gW1_業(yè)W????企??t立高m1靈活1安y的數(shù)_Wāx?y??P數(shù)_WW??程o的÷ur本ü?營?t???數(shù)oq?üā?Y??o的業(yè)á[?2?ā對央?企數(shù)字化升級的重?作}ó高?息技o(jì)í源利}效率促?數(shù)據(jù)q享ü技o(jì)創(chuàng)??障數(shù)據(jù)í產(chǎn)安y?

v?í導(dǎo)的?ā?行?一監(jiān)???[??o更à安y?÷2?

?t?一的?āāx?y??ā[源數(shù)ooúu\?打_q?的數(shù)oí源_??充Vó揮?企數(shù)oí產(chǎn)?值2?

?ā????rTe|tí源??āí源lW?幅?P?企?t數(shù)oo?的÷ur本ü]gt???t立?一的āx?yü?息W_?2?

????yí?y安y{????通??à問?v1數(shù)oà?1???蹤1o洞k?{?ok段?kwO\安y{??ne?tà的安y??措y2?

?ā通?服á的形式?e?~?的?oāt?涵?數(shù)o?1數(shù)o1{?網(wǎng)1ty智y{[y?o2à些?服áātā?āc?`WW???企?需?行mtüt?]g的?o????通??ās時(shí)à問T[??o???}?業(yè)á?y2?

?ā??o需ng?配T?í源?pmeWITí源}m÷??Pí源浪費(fèi)2?

?ā??W?t?r本??服á?à商?e?_業(yè)?t服á?í?企to??2?

?ā配__業(yè)安y?營?????時(shí)監(jiān)??PT安y?t?配\安yàe?hüT安y?t?行??響àü]2g源?t瑞咨?|究??|究及tv2?2023.11

iResearchInc.16āx??3/3ā?企à?P??o撐s??|p?^{nT?v?業(yè)á]g`行業(yè)監(jiān)?o格??企ü?āp?高的ngW定v需nü數(shù)o安y\í?n??m?企?在]數(shù)ü_?息a?的o×}|p??P?u_以×}úp?~的?\??yh~?_p×}}xw}gP安yg的_p?yh2在à?P?的ìoQ??企的數(shù)_WW?需no撐著s??|p?^的{nT?2??側(cè)?t??廠商將O斷?\üw的?×業(yè)áo需neWyh的?üg?t\?廠商\時(shí)bc?T?w?|p?服áP|p?服á的a通g22016-2025?o?非公有?服á^í模及增?44.1%36.6%37.2%251935.8%30.9%27.7%25.7%25.8%21.1%305017.0%1836135220229907566014173562792016201720182019202020212023e2024e2025e?|p?服á^ík(?元ā?|p?服á^T?(%āg源??o|_í料1企業(yè)à???\t瑞??k型??2?2023.11

iResearchInc.17ty智y?1/2āAI已r~企業(yè)數(shù)_WW?的s鍵ókTtà五?ty智y?o在商業(yè)?域的?wà}??以?產(chǎn)品及服á?à商ü企業(yè)需ny在yuè?ty智y?y2?à商c?通?y耕AI?o1打磨oW產(chǎn)品以及精tW服á~üw[

更[?值ā需ny_D?點(diǎn)à}拓]ózug}?ó]2ty智y已經(jīng)r~企業(yè)數(shù)_W1智yWW?的s鍵ók?_oT行業(yè)?Y企業(yè)t立??t??的T?yU22022?ó??k型à}的`播?t們rty智y在通}güm÷W產(chǎn)y÷的?|?AI?o??企業(yè)W?1產(chǎn)業(yè)ó]üb?n的潛??一nT2AI產(chǎn)業(yè)T?節(jié)發(fā)]概??

需n側(cè)üAI已pā本ˉ知??需?側(cè)ˉ知的?一?èAIà??w?

?數(shù)_Wāx1AI?}g{?}影響?AI在T行業(yè)的?÷及r?t?pn~?_?O?Y在

n_?

定vyhù目üüwoTy?及ITāxp?高?n?`ù目{潤t??à商的高|ó÷u?O_vó2k型本身的通}g及ā?e{?的交à引導(dǎo)à}p望幅eWAIk型的?}g?tü?àW的MaaS?k型s服áāP?rAIy?的SaaSà}?gó]?×?

?y?益完善的AI_óā???AI?à商及üw??AI|ót\高m?行AIk型_ó及à}?工x?y??數(shù)據(jù)?

P零?y_ó及?ˉ?k型1?ú數(shù)oT?1?ú?ó搜{?úWAI?o??PAI_óy檻?滿?O\?oìot\的AI_ó需n?

Uà數(shù)o?{ük型的ˉ?1èvü知??í充{op~×myeW的tsyx的?值凸~?

Diffusion

Models{ā?rk型?通?高-à的\rā???AIGC1AIt走u_???

General

Pre-Training(GPT)?sr式?ˉ?k型?{}Transformer的Decoder???行?監(jiān)督?ˉ?Pp監(jiān)督精??ā?海à語料1?k型ík{?AI<涌ā=?~?1PQ?`1èv{y??

GPGPU{AI芯wok型{AI|ó的s鍵o撐??產(chǎn)AI芯w已

n?wà}??à商將à?et{PQ~at??

?廠商??è?并c?W?AI???服á?30+w^??t?智?o??v}]~Y?智?o?1智y??o?{ā?~ù|?及企業(yè)的AI|óPà}e?高m??oc?

?ˉ?語言k型{r式AI的vó1?útt的à??w將èú?本及影?數(shù)o的ó]?

AI?úW數(shù)oo注的準(zhǔn)~gO斷eW?tyóP??p望c??P?

?ük型{g?數(shù)o`?ts產(chǎn)品O斷`W吞T1帶?gy?通?數(shù)o?1à`??{y式eW數(shù)o?]vm÷?O斷`Wˉ?及èvmyg源?t瑞咨?|究??|究及tv2?2023.11

iResearchInc.18ty智y?2/2ā?企ó]AIx_數(shù)o1o1知?1t\??1?oc鼓勵(lì){`勢?O需]v}安y1à}?~é1to?1b影響{y÷的sz央?企發(fā)]人工智yà}的優(yōu)勢及÷對的挑z優(yōu)勢數(shù)據(jù)í源~?à}景廣?安yP隱私???企業(yè)á[W1óP產(chǎn)業(yè)tg???~經(jīng)營?w海à數(shù)o??~AIk型的ˉ?ü`We?~?}w2?企業(yè)á??÷?在T行T業(yè)yp?的à}o?~AI?o的?wà}e??闊的z間2作~T?數(shù)oó????數(shù)o的]v?1|qāx?y的t????企需充V?障數(shù)o1?y1??1倫v{AIó]T??的安y?t立AI安y?v_?1à?AI安yto?養(yǎng)?~?AI?o產(chǎn)lU?值2挑zà}r熟tO足專業(yè)領(lǐng)域÷?t\實(shí)?強(qiáng)k型~AIà}帶gT??]?OAI?ou_?]?ó]é??\à}?哪些業(yè)á1?_P業(yè)á?\1n高mPr本的_ó?{問題ypà在?yà}onp2作~ù?[?的???1產(chǎn)業(yè)ó]的?}???企à???AI{??oP?身業(yè)á的融\ó]?èú智yW?程2AI的r??w需?AI?oü業(yè)áo的?融\??企在?身?^行業(yè)ox_?y_業(yè)知?及?域經(jīng)???~?o?w1業(yè)á[?e??}āx2AI的|ó及à}ü企業(yè)的數(shù)_Wāx及oTy?p一定?n??企的數(shù)_Wt??n?é?`?ptü??的í金????~AIó]e?充??障2人才?AI?o??ó]?t尖AIto?Oàn??企一y÷àà?t吸引_?to1?養(yǎng)??to?÷一y÷?選?\?的AI_óà}yx?eW_óm÷1?P_óy檻?_?P_業(yè)的AIyh?à商\作???t立AIy?2?策o持鼓勵(lì)?

23?7o??á??íY?o企業(yè)?°t|??Pg???à?ty智y{T點(diǎn)?域|ó÷u????è?`?產(chǎn)業(yè)智yW2?

23?5o??íY召_b°g???g導(dǎo)èúo企業(yè)à在ty智y{zug?t產(chǎn)業(yè)_\?t?èú`?產(chǎn)業(yè)智yW?型W?2?

22?6o?ù??{}?ysó:s?à?o[?以ty智y高|à}??經(jīng)o高-àó]的g導(dǎo)oé;?鼓勵(lì)wy?T1企1行業(yè)??企業(yè)通?<?yd帥=1?\[?1`ùoè?{y式??o?需?yü?\作2會影響AI?yü就業(yè)??1b|g1}_o?形a{pT影響??企在_óüà}AI時(shí)需?×à些問題?~??o|g1|lg1包?gü?nt?在à}P?前謹(jǐn)慎???免潛在?÷影響2g源?t瑞咨?|究??|究及tv2?2023.11

iResearchInc.19P?y?1/2āP?yā???企高m_ó?充V?數(shù)_WW?的w益`?et_óù目通~v需n的e?y?業(yè)á?yāPet_ó的g行y?IT?yv_??à商ā?r?O??yˉ知_??`業(yè)áyü?數(shù)_WW?的?ó一?在???需n溝通費(fèi)時(shí)費(fèi)?2m_????tüt定的|ót\v1?Vù目的eg以及??的_ó|??企et_ó的ù目??往往v[y_ót\?r?_óí范O}???ù目-à?以?障?u_?v?t?2t\P????`?et_ók式壓??企數(shù)_WW?的?Vw益??à商P產(chǎn)業(yè)a_?以?gó]2P?yā?幅}善à些問題?業(yè)á?yā?P?yā??行mt[?à}并?^?行`WW??高m_ó?T?t?壁壘2央?企et_發(fā)的痛點(diǎn)分÷P代y??企業(yè)高效_發(fā)ā增強(qiáng)競?壁壘?P企業(yè)的時(shí)間及í?r本āà?創(chuàng)??w需求溝通費(fèi)時(shí)費(fèi)??

業(yè)áyP|??IT?yv_??à商`在ˉ知_???y需[?溝通oyü齊?×需n??形r_óyhITt\?P?y將?]}?y打包~āt??_ó時(shí)間?

?業(yè)áy的數(shù)_WW?往往o摸÷}??的?程?在_ó?程o業(yè)áy?yà]ù更需n?幅Tàù目r本業(yè)át\???W_ó??wetmty??à?[?óy?w?\時(shí)?P_包_óv??ITt\÷ur本_發(fā)團(tuán)?O統(tǒng)一、O穩(wěn)定?óy?

???tüt定的|ót\v??企的?Teù目通~需P_??à商\作?型ù目通~?及[??à商óP?ù目?v?tà?

et_ó|???m時(shí)往往`在_ót\的u????影響ù目銜??

_óí范O}???ù目-à?以?障業(yè)á?yP?y?行mt/^`WW??wó升自有_發(fā)y?ā?t自??優(yōu)勢壓數(shù)字化升級的w益企業(yè)??\^ùW??uük]et?ypm??_óí范??障ù目-à?

?et服á?企業(yè)的?本Tm?Oet_ó本身tO_高m?耗費(fèi)?企àt?及í金r本?

?à商的{潤O}?障?產(chǎn)業(yè)a?以?gó]?Pü_?_óí源的?賴?T?t?壁壘g源?t瑞咨?|究??|究及tv2g源?t瑞咨?|究??|究及tv2?2023.11

iResearchInc.?2023.11

iResearchInc.20P?y?2/2ā?t數(shù)oí產(chǎn)?v_??融\Y??o架???è企業(yè)數(shù)}一_Wó]?益?_的架?üAPI?口?P?yā???企業(yè)?t數(shù)oí產(chǎn)?v_??}w通?ā形W}÷s??à問P?vTy數(shù)o源?\時(shí)?P?yā?PAI1RPA1{?網(wǎng)1?服á{Y??ov架?Z融\?~?企業(yè)?????o?行g(shù)并??`W??一nà?企業(yè){}?t?o?t[?à}的_óm÷?è?數(shù)}一_2?t數(shù)據(jù)í產(chǎn)?v體系融\先?技o(jì)架?RPA人工智y數(shù)據(jù)連?ü數(shù)據(jù)?

??ê1語音{AIk型v?}?口???}r?AIy?將O\g源的數(shù)o?通??拽āt配]vü?

{}??W}÷??Ty?úW流程u\r?一的數(shù)oí產(chǎn)?v??oí?jiǎng)t??ā數(shù)oo洗1?換1???

{}k型在需nV÷1et??1?y?ā1o?1?t{et_óy流程e?

?o監(jiān)?1?t1?v?p器t及流程集r分÷IOT微服á數(shù)據(jù)安yük需ní范?行o準(zhǔn)配?定?ú數(shù)oo洗1-àV÷通?āe?的?yg定O數(shù)o的à問h?üV???u?

}w?以kW的形式?tü?vTù?y?eWà}_ó的靈活g1?k]g?

T服átà獨(dú)立?行??P?T??eWà}的?÷g1?t?g數(shù)據(jù)標(biāo)準(zhǔn)?

?u~é的{?網(wǎng)?_?POyIOTaāü??

?p|t?uāP本w網(wǎng)sh??vg源?t瑞咨?|究??|究及tv2g源?t瑞咨?|究??|究及tv2?2023.11

iResearchInc.?2023.11

iResearchInc.21數(shù)_孿?1/2ās鍵?o?]~數(shù)_孿的商業(yè)Wè奠定āxà?g??k?1`器1XR1數(shù)_?程1k型?l{數(shù)_孿ts?o

n完善?拓]?數(shù)_孿商業(yè)Wà}的o?ts產(chǎn)品yh在T行業(yè)?域à??2t瑞o??2022?o?數(shù)_李^ík~104?元?\?T?35.0%???2025???^ík將?375?元?2022-2025?CAGR~54.3%2數(shù)字孿相s技o(jì)?]2020-2025?o?數(shù)字孿^í模?

tkyx[???ā?AI的[r式??yx1?yx融u?網(wǎng)格RV?y{?eWtkm÷?真t模102.7%?

k型?階[??W??P???t?eW孿???t?

AI?otky?T?60.9%51.2%48.2%375?

尺?U毫?以Q的?型Wó]?更?w?\?零?to??ā更y^次數(shù)o知?

[`y??róWkW??MEMSu\[`器?yā??ā更~?的數(shù)o知獲×35.0%傳器?

AR芯wa完善?à?PCAD/?/Otk?tk{?o的融\?eW253數(shù)_孿??Wm果XR?

高??一_VR}~的ó]??\5GP?時(shí)渲染?o?拓?數(shù)_孿à}o16710477?

DW?域?āU[?域?ró]?ày數(shù)o?ryt?

_?IoTāí?域數(shù)o?ry??將產(chǎn)品}|or的?p數(shù)o?r在一??拓?數(shù)o?r范?數(shù)字?程38?

嵌u在?器`kW?ā??時(shí)數(shù)oúa?l?

?yx完善p?元k型?l的?口PkW?}w?ā???v?o數(shù)oü?始k型?行?l2020202120222023e2024e2025e模型?正^ík(?元ā^T?(%āg源?t瑞咨?|究??|究及tv2g源??o|_í料1企業(yè)à???\t瑞??k型??2?2023.11

iResearchInc.?2023.11

iResearchInc.22數(shù)_孿?2/2ā???企v?oā狀1智y?v?c?`Wí源及業(yè)á??m÷?企?在的行業(yè)?包?u?1÷W1礦業(yè)1v

1交通1|{|á{ā[s???}的?域已]_ü數(shù)_孿的???V已r???2_?數(shù)_孿??企y_更}wv?{定oā狀??u網(wǎng)?行狀a1交通?}情??并?\智y?yüogó]Z??v?c?`Wí源V配{?vyh??PT??à?[??eW業(yè)á??m÷2數(shù)字孿在央?企所^行業(yè)領(lǐng)域的à}電?{}u網(wǎng)?行o的?息數(shù)o流1T?u網(wǎng)?t數(shù)_李_?知ü監(jiān)o{v?_u網(wǎng)?行狀a??ou網(wǎng)ó]?勢1`Wu網(wǎng)?營u交通k?鐵????`WW車?t1t?ü安y?vāk?城^交通流à?`W交通íRü?t÷化{}數(shù)_孿k?yuü?ó???`W_ó1產(chǎn)1??1?_{y|í源_óy流程水利水ák?|{y程的?行狀a??{潛在的安yT????|{y程的íR1t?1?vüt?āk?|í源?àP需n?`W|í源V配數(shù)字孿礦業(yè)k?礦}_×?程?ü礦}{í1?_1t\?行?時(shí)監(jiān)oP?t`W??Py耗?e高產(chǎn)m÷??障產(chǎn)安y2城^?v?āüā?世}的監(jiān)o1?斷T溯1?oüó?v?`W?_城^的íR1t?1?v?e高城^?行m÷vˉy業(yè)產(chǎn)品的??1產(chǎn)1o?1t?{y}|T階段??ü|ó???行????|ó|1eWm÷??k??_?行狀a??ā?ogt?üe障?斷?ü產(chǎn)??行`Wt{設(shè)計(jì)üt{{?行tk?}???`W1yy?v1y耗V÷及`W1t?{2g源?t瑞咨?|究??|究及tv2?2023.11

iResearchInc.2303通}及t\型數(shù)字化à}24`\T|?企ü[?y`作1{定流程?y1知?沉淀1安y\íp?高?n???ü移úà?網(wǎng)的ó]à??`\T|產(chǎn)品的^??O?SaaS產(chǎn)品均?tüP?`?et?2021??o?`\T|產(chǎn)品^íkT?p?2作~`\T|產(chǎn)品yh的T?目oüw??企?的ā?ík1]g的ā?架?ó定?wü`\T|產(chǎn)品的?需n2u_?言??企的ā?業(yè)áx_以Q{g?[?y1í^?的\作溝通?~nYāT企業(yè)通~p?身的一`o準(zhǔn)?一的y作流程ā在?~經(jīng)營ob產(chǎn)à業(yè)á知?ü經(jīng)?需?在ā????行q?ü`ā需?]vào?息2?m?}??企的`\T|產(chǎn)品需充V滿?í^?P[?y`作1~{定y作流程Z定v1知??的t立及V?1安y\í{y??n22017-2025?o?協(xié)\T公^í模央?企ā?業(yè)á特性及對à協(xié)\T公y?需求43.5%?

?企往往ík龐1ā???]g1業(yè)á_\???p總?1V[部門協(xié)作|?1子|?{TVo??Tn?yO間需?頻的溝通ü`作?

`\T|產(chǎn)品需?ocí^?1?及[n?yvù目??的\作溝通üó`?20.4%

20.0%18.0%51917.0%

16.5%15.7%

15.2%943818特定工作流程?

~e高T|m÷并?行?一?v??企通~p?身的一`?一o準(zhǔn)流程?

`\T|產(chǎn)品需?à?企的y作流程?滿?w{定?y需n707607440?

?企通~pà的業(yè)á知?ü經(jīng)?需?在ā????行q?ü`?

`\T|需n?oc知??的t立ü知?V?的v?以e高ā?的`ü[?y?÷?307256212q享沉淀2017

2018

2019

2020

2021

2022

2023e

2024e

2025e^ík??元āT??%ā?

?企經(jīng)營需?]vào?息安y\í?

`\T|產(chǎn)品需××完善的數(shù)oà?1h??v1數(shù)o_?{安y??措y?o格\安yü\ío準(zhǔn)注??^ík??u`\T|tsetwu?|t及ts?o服áO?u?à2g源??o|_í料1企業(yè)à???\t瑞??k型??2g源?t瑞咨?|究??|究及tv2?2023.11

iResearchInc.?2023.11

iResearchInc.25??頻xpw?1w拓]1?y~?{`勢?oc?企高mb°溝通作~`\T|?域已被~}的垂產(chǎn)品??頻b°?V~`??頻??ü??頻??2t?需ā?MCU{_}|t?_1_網(wǎng)_?的`??頻?????頻?ā??ā????幅?P?r本?`?gk?1k需k]1c?更??滿?í|域1í?y1íā端的??高m`\溝通的需nā_式?r的{g???頻??融u?企產(chǎn)?t1?ˉ{?p需??頻y?的業(yè)áoā_?ty智y?y???頻拓]?t臉r1__\n1\聲`?1紀(jì)?uv{em?y??一neW??頻b°的}w_?ā端r端à?1?_網(wǎng)安y融\的架??安y?障_?充Vo撐?企業(yè)á?營的安y{定2央?企對???會°系統(tǒng)的需求特性???系統(tǒng)的y?優(yōu)勢w部署

w拓]廣?連??ā??āv通}服á器????gk?1k需k]g揮o?1o_型bā端?以及u?1k1?t{智yā端穩(wěn)定高效[??y?t?`?MCU?|tm÷eW數(shù)S倍?延時(shí)幅?P?需_網(wǎng)?抗n包y???融u已有業(yè)á}?à通?企業(yè)áo[?包?產(chǎn)?t1?ˉ1[t1àeg揮{à}??均p?頻y?需n?{}已p?頻b°?_??ā?一??跨w域

跨ā端?O?w點(diǎn)z間?v??w?uk1?t{Tā端利}好已有í源業(yè)á系統(tǒng)融\充V{??pmu\已p÷í_式?r??通?API/SDK{嵌uüw業(yè)áà}?y~?x___q?1u子?1Vā??{~?`作?y安y穩(wěn)定_?AI?āt臉r1__\n1\聲`?1紀(jì)?uv{eWy作m÷??企業(yè)á{g?üà}{定g及?息安ygp?高?n安y架??安y?障?oc端r端à?1???y1?_網(wǎng)安y融\g源?t瑞咨?|究??|究及tv2?2023.11

iResearchInc.g源?t瑞咨?|究??|究及tv2?2023.11

iResearchInc.26智yü?k型eWü????y_??O需注o知?ê1安y\í{問題ā?k型的智yü???在知?t1語Ov?1PQ?s?以及邏?èv{y÷yp~×的eW2Pā?k?的ü???O\?k型?以r?p[o1ü}wxp啟óg的[WT]2在}w的引導(dǎo)Q?k型?以v?{定o?并t立??óx_問題的y??拓]?}范?2D智yü服1智y營?r企業(yè)??知??k?k型?oà些ü?o的?y_??以}善?并?y?}ù}wPwT數(shù)_Wà}的交ày式2ü?üwík龐1??知???的?企?k型?充V}善wüw服áü知??v的my2值?注o的o?ā階段k型?y`在知?ê問題??×}時(shí)??\知?ā譜{?ogí?\時(shí)需~?數(shù)o\í1數(shù)o安y?并t束k型r???w^Tb倫vó?2大模型對智y對話系統(tǒng)的y?ó升ā?大模型的智y對話系統(tǒng)~?并ó升T景對話?y體驗(yàn)傳統(tǒng)智y對話系統(tǒng)話題范圍t÷??息y÷÷?領(lǐng)域?ā??Y定O的知???ü_域問題Tm果?ā?k型的智yü????D?的知?源o獲×?息?包?à?網(wǎng)1書籍1??{?D?y_T更[?域的問題智yü服語ov解vPQ?s聯(lián)y?較弱語義v解及PQ?s聯(lián)y?n~ó升s聯(lián)v解}w需ā?tüt定的í?jiǎng)tk??行e問????y×àv?y?行PQ?s???以?行aˉ[?交à}w?ā??w語言P??流uü??`??y2Q??的PQ?ü?2錄?{?yt交流?ó]g問題智y營?邏輯èvy?較強(qiáng)è達(dá)y?較弱邏輯è達(dá)????\ü??息及~??行èv?r的h??op?邏?\v語言è??~|?`邏?g?企業(yè)知??k乏創(chuàng)?x_創(chuàng)?創(chuàng)?往往?ykwt定的í?jiǎng)tkx?行T?[g1[ogp?h并?ā?t定k???rp[o1ü}wp一定啟ó的[W???T?ü?的ˉwgü含金à……學(xué)習(xí)y?及?k]性較弱學(xué)習(xí)y?強(qiáng)ā適}范圍廣k]學(xué)習(xí)知?及y?的``W需??高的y程_ór本?O_靈活`??|????在}w引導(dǎo)Qv?并t立?ó{定o問題的y?????}范??拓]g源?t瑞咨?|究??|究及tv2?2023.11

iResearchInc.27t?í源?vD流程1數(shù)o1?W{[tt融u企業(yè)?行at?í源數(shù)_Wo企業(yè)數(shù)_Wt?的T??r?ovè及Y1vQóP的[^次ù??w???值在?_?W梳v?vP業(yè)á流程??活t?í源?vo的Tù數(shù)o?eW企業(yè)?vym?`W\yy作_?2t?í源數(shù)_W的_~企業(yè)的t?í源?y?OPg將t?í源業(yè)á融u企業(yè)?行a?P企業(yè)數(shù)_Wt?tà配\2?企通~xp?íkü]g的ā?????及[n行業(yè)ü?域?`Q^企業(yè)r立時(shí)間及業(yè)áó]階段O\?t?í源數(shù)_Wt?需衡?_?e??一衡的t?í源?v??2?企的t??息?及??安y?Tù數(shù)o均需\?高的?Tyí監(jiān)?í范2作~??zuto?à的????企to的目o?定1績m?1à?P_勵(lì)v{_需?t?í源?v??`W?~?企業(yè)?養(yǎng)1?{ü}Q`ù的to2人?í源數(shù)字化o企業(yè)數(shù)字化t設(shè)的重??r央?企人?í源?v數(shù)字化的需求特性?

t?í源?yo企業(yè)U_獲×to的窗口?

t?í源數(shù)_Wo企業(yè)數(shù)_Wt?的T??rí模ü]g性?企通~xp?íkü]g的ā?????及[n行業(yè)ü?域?`Q^企業(yè)r立時(shí)間及業(yè)áó]階段O\?需衡?_?e??一衡的t?í源?v???W流程_?W梳v?vP業(yè)á流程?減]流程的T]冗_(dá)?e高t?tsy作m÷并eW\y_?數(shù)據(jù)安yP\í?企的ā?架?1t\?}{t??息?及??安y?o?p企業(yè)的???息?需\?高的?yí監(jiān)?í范?滿??íY1oā?1t\{?y的數(shù)oo準(zhǔn)?n數(shù)oo撐沉淀tí?y的數(shù)o?ā?數(shù)oV÷ā狀1?oog?~ā?及t\?ue?o撐人才發(fā)]?Wt?企o??zuto?à1??zuù??à的???數(shù)_W的績m?v???~??企`W目o?定1績m?1à?P_勵(lì)v?~?企業(yè)?養(yǎng)1?{ü}Q`ù的to?2\y的數(shù)_W?智?à?數(shù)_Wts企業(yè)?Wt??形rü數(shù)_WW?的ˉ\g源?t瑞咨?|究??|究及tv2g源?t瑞咨?|究??|究及tv2?2023.11

iResearchInc.?2023.11

iResearchInc.28t?í源?vAIT塑t?í源?v?k式?^íkc?{T?智yWot?í源數(shù)_W的?wó]yU2à?g?AIPt?í源?v的融\程tO斷ày?在?聘1?ˉ1\y服á1to?點(diǎn)及薪酬??{??的à}?值

~np?eW?企業(yè)y作m÷üóùg????vk式?型2ot瑞o??2022ó2024?o?t?í源數(shù)_W^íkO?CAGR將?25.3%?企業(yè)üt?í源數(shù)_W的T?1SaaSk式的à?1?à商在AI{??o的à}1產(chǎn)品?yü服ák式P的打磨1W?{?}q\èú著^的{T?2AI重塑人?í源?v?模式2019-2024?o?人?í源數(shù)字化^í模?

?o業(yè)áíR以及?史?

?\T?ā??o_ó?ˉ課t??Pr本?eW?ˉm果?

ā?\y崗Oì?1ó]yU{?息è薦?ˉ課程26.8%25.6%25325.2%31625.0%395?聘情?{?行崗O需n?o21.4%?

r崗O?n???

O\nótoú\搜?智y_{1ó序?并?\崗O?n及Y選t情?產(chǎn)ngW÷?題招聘?ˉ201159131?

à}智y服á器tT\ys??1流程{y÷的問題?

ā?NLP{AI?o?v斷\yr~高績m\y的?÷人才盤點(diǎn)及薪酬設(shè)計(jì)\工服á?

以ü?形式?úW完r?

úa監(jiān)o`-toúU??úo注活躍t?

?\行業(yè)及城^均薪酬|1就業(yè)÷{情???ā準(zhǔn)薪酬QW{流程w?20192020202120222023e2024e?

{}AI~\y?行?v?導(dǎo)??壓?^ík??元āT??%āo?口??以t?í源?vet~?包含數(shù)_W產(chǎn)品üā?產(chǎn)品的定vWts服á?O包含?o?~`?t?í源服á帶g的Twü??v咨?wu2g源?t\企業(yè)à?1|_^?息及t瑞???ok型??t瑞咨?|究??|究及tv2g源?t瑞咨?|究??|究及tv2?2023.11

iResearchInc.?2023.11

iResearchInc.29ERP?企ERP需滿?ü[元W業(yè)á1íw|?營及安y\í的需noc?企ík1業(yè)á[元?往往?及[n產(chǎn)業(yè)?wERP??需?ocO\業(yè)ákW的?r?以滿?[元W業(yè)á需n2?企?y在??Twv海__]業(yè)á?ERP??需?ocíw|1í??的?營ü?v?滿?Twy作?W{經(jīng)o活ú{g2_?~?息安y1?\í的?n?ERP??需?x_高t的數(shù)o安yg?x_數(shù)oà?1h??v{完善的數(shù)o安y?y?滿?{定的?\í?n?將ts?nü??措y嵌u流程??W?程??2在s??ó]數(shù)_經(jīng)o1T??息??安y??g1?t一流ˉá?v_?的ìoQ?ERP作~?及企業(yè)??數(shù)o1üeW?營y??~T?的āx?vet??T?z間???\?企{型企業(yè)的ík?[}

?^íkp望?2024??à?T?2央?企對ERP的需求特性2020-2025?o?ERPet^í模20.0%業(yè)á[元16.6%?企ík?往往?及[n產(chǎn)業(yè)?wERP??需?ocO\業(yè)á15.0%799.414.0%564.2kW的?r?以滿?[元W業(yè)á需n959.212.0%695.110.0%620.6跨w區(qū)運(yùn)營?企?y在??Twv海__]業(yè)á?ERP??需?ocíw|1í??的?營ü?v?滿?Twy作?W{經(jīng)o活ú{g495.0?息安y?企經(jīng)營?及ào數(shù)o?包????1|q?á數(shù)o1nt?息{??mERP??需x_高t的數(shù)o安yg?x_數(shù)oà?1h??v{完善的數(shù)o安y?y?策\(yùn)í2020202120222023e2024e2025e?企??T監(jiān)督?v?ERP??需滿?{定的?\í?n?將ts?nü??措y嵌u流程??W?程??^ík??元āT??%āg源?t瑞咨?|究??|究及tv2?2023.11

iResearchInc.g源??o|_í料1企業(yè)à???\t瑞??k型??2?2023.11

iResearchInc.30y業(yè)à?網(wǎng)?企???ty業(yè)à?網(wǎng)ā???產(chǎn)業(yè)tu_數(shù)_WW?2016ó2017???á?Y^ó?:s?yWv

業(yè)Pà?網(wǎng)融\ó]的g導(dǎo)oé;:s?yW<à?網(wǎng)+Y?v

業(yè)=ó]y業(yè)à?網(wǎng)的g導(dǎo)oé;?e?以t?v

業(yè)Pà?網(wǎng)融\<?[=ā~ók???v

業(yè)Pà?網(wǎng)融\s鍵???à?èú<o?v=e-TmW???āDy業(yè)?Uy業(yè)??邁??n~?s?y業(yè)à?網(wǎng)ó]的g導(dǎo)}ó1ā本?則1ó]目o1??áü?障oc?y業(yè)à?網(wǎng)?mr~??ó]zu2m^??^÷及Xe1東{20_?省?行?|域t?ó_y業(yè)à?網(wǎng)ts??行業(yè)v?引導(dǎo)1_?mt?nu?oó]2jk22?5o?已p71?企mt???150n高|的y業(yè)à?網(wǎng)ā?à些ā在高m?tPQ~企業(yè)`\`作s?的\時(shí)????產(chǎn)業(yè)tu_的數(shù)_WW?2??級工業(yè)à聯(lián)網(wǎng)相s?策梳v央企工業(yè)à聯(lián)網(wǎng)ā?]時(shí)間??t]稱相s??yWv

業(yè)Pà?網(wǎng)融\ó]?`\è?<o?v

2025=ü<à?網(wǎng)+=行ú?à?v

??t?s鍵?_?網(wǎng)÷??50%s?yWv

業(yè)Pà?網(wǎng)融\ó]的g導(dǎo)oé2016.5?á??á?y??jk22?5o?已p

71?

企n~s?y業(yè)à?網(wǎng)ó]的g導(dǎo)}ó1ā本?則1ó]目o1??áü?障oc2oè?y業(yè)à?網(wǎng)的t?g?ts?yW<à?網(wǎng)+Y?v

業(yè)=ó]y業(yè)à?網(wǎng)的g導(dǎo)oé2017.11150n

高|的ymt???業(yè)à?網(wǎng)ā:y業(yè)à?網(wǎng)APP?2y程?yyh(

2018-2020?);?ty業(yè)Appo準(zhǔn)_??r2020???230On÷U{定y業(yè)1{定o的y業(yè)App2018.52019.5y??o準(zhǔn)Yy業(yè)à?網(wǎng)t\o準(zhǔn)W_?t?gWó揮t^??ü引?í范作}?èúts產(chǎn)業(yè)?型W?企_à1業(yè)á??÷Dāx?y1融\rm1?o[?y?1產(chǎn)業(yè)a1安y?障{y÷e?y業(yè)à?網(wǎng)[?ó]行ú目oy業(yè)à?網(wǎng)

y業(yè)à?網(wǎng)[?ó]行2020.122021.11_ùy作ā

ú?R(

2021-2023?)企的y業(yè)à?網(wǎng)ā?üPQ~的o_企業(yè)?y?eW產(chǎn)業(yè)tu_的數(shù)_W|<S?五=?息Wüyy??r2025?y業(yè)à?網(wǎng)āà}n及÷à?45%業(yè)Wyt融\ó]íRg源?t瑞咨?|究??|究及tv2g源?t瑞咨?|究??o經(jīng)o??{網(wǎng)絡(luò)|_í料|究及tv2?2023.11

iResearchInc.

?2023.11

iResearchInc.3104數(shù)字化升級重?配套t設(shè)32網(wǎng)絡(luò)安y?企需c??W網(wǎng)安t??ó}ó]o的安yy作?è??ā網(wǎng)絡(luò)??[的S{以g?[o高tT?網(wǎng)絡(luò)安yy作?n~e?網(wǎng)絡(luò)??t?的zu目o?O斷è?v?[?ü?y[??作?一?WTó1e?一?WT~措?èús?網(wǎng)絡(luò)安yü?息W?業(yè)×?Tr就2àü安y問題?s?已Dt^??P?_:網(wǎng)絡(luò)安yy;1:數(shù)o安yy;1:nt?息??y;?并通?{?2.01:s鍵?y安y??g?;{作~t?í充?形r網(wǎng)絡(luò)安y?的_?n架?ü?1數(shù)o1y?1{?網(wǎng){數(shù)_WW?ìoQ的T?à}1?o的安y?障y作e?更高?n?網(wǎng)絡(luò)安y^{nT?2?企?著??s鍵?息āx?y的?行?障?á?y作ey1°?T?_在ts通知?的g導(dǎo)Q??W網(wǎng)絡(luò)安yt??~?{?行22017-2021?o?網(wǎng)絡(luò)安y^í模及增?s?強(qiáng)化央?企網(wǎng)絡(luò)安yt設(shè)的相s?策通÷時(shí)間??t]稱相s??To企業(yè)à通??Ws鍵?息āx?y??1à?網(wǎng)絡(luò)安y?查üT??范1e高網(wǎng)絡(luò)安ya勢知ü??]y?{y式à?網(wǎng)絡(luò)安y?á?

s??一nà?o企?íY

業(yè)網(wǎng)絡(luò)安yy作的通知21.1%201718.5%38518.0%525企業(yè)ó?及以P網(wǎng)絡(luò)安y?t?ü經(jīng)營業(yè)績產(chǎn)T影響的?à及時(shí)U?íY?^ā企o企業(yè)?°t經(jīng)營業(yè)

業(yè)y定?èt及ts?°táà??y律yí15.5%445635?á??íY20192020績??Tyüí定?導(dǎo)?ó?及以P網(wǎng)絡(luò)安y?t{情形?

rTO?影響v??pí產(chǎn)y的?kwpsí定üts°?t?行°?追究]veW安y??|2t?a勢知ā?à?ā1??1數(shù)o{安y?v2}安y?÷的?_?y1yxet1?息??ü服áā?eW本-安y2t?o洞?1病??1[á?息?{網(wǎng)絡(luò)安yāxí源??à?安yí源?_2mto???????W安yèo??_]???à??養(yǎng)_業(yè)to?伍325?á??íYs?à?è??p企業(yè)數(shù)_W?型y作的通知?nTo企業(yè)kw:?í?企網(wǎng)絡(luò)?息安y在?監(jiān)?āt?è??oyh;?n?v??總??籌è?本企業(yè)?^D?WO?u?íY安y監(jiān)?āy作?pgt的o企業(yè)?\nè??^O?及以QWO???à???網(wǎng)絡(luò)安ya勢<一ā=t??ā本形r<?íY-o企業(yè)總?=n?監(jiān)?ās?Z}2021??í?企網(wǎng)絡(luò)?息安y在?監(jiān)?āt?è?y作的通知?á??íY201720182019202020212021^ík??元āT??%āg源??o|_í料1企業(yè)à???\t瑞??k型??2g源?t瑞咨?|究??|究及tv2?2023.11

iResearchInc.?2023.11

iResearchInc.33網(wǎng)絡(luò)安y?企à???túa1ú1完u1?c?的網(wǎng)絡(luò)安y?障_??企oo?{色bO經(jīng)o的<t梁柱=?~~r~高?網(wǎng)絡(luò)ü?的目o???業(yè)á??]g?數(shù)_WW??程o[yx本架?并`?在?1{?網(wǎng)1AI{??oó]帶g的?o安y[á的ìoQ??ü企業(yè)??p??××?`??措y??xszg2~?更}的?障網(wǎng)絡(luò)ü數(shù)o安y??企?Yà立???息??ā狀ü數(shù)_WW?yU????túa1ú1完u1?c?的網(wǎng)絡(luò)安y?障_??à?\y的網(wǎng)絡(luò)安yo?ü?ˉ??W?`?eW在IT總??o的網(wǎng)絡(luò)安y÷u????tP數(shù)_WW?t{配的安y??_?2央?企網(wǎng)絡(luò)安yt設(shè)÷對的挑z央?企網(wǎng)絡(luò)安yt設(shè)的重?舉措高級威脅擊t立完善的安y??體系???企oo?{色bO經(jīng)o的<t梁柱=?~~r~高?網(wǎng)絡(luò)ü?的目o2?

n~企業(yè)的網(wǎng)絡(luò)安y目o?立???息??ā狀ü數(shù)_WW?yU????túa1ú1完u1?c?的網(wǎng)絡(luò)安y?障_??c?更??oü}?安y措y?以?àO斷ùW的網(wǎng)絡(luò)[áü??oo?

à?\y的網(wǎng)絡(luò)安yo?ü?ˉ?b?{üàü~é的網(wǎng)絡(luò)[áü?在ü前b?ü目oZàt|究???w網(wǎng)絡(luò)架?1安y措y及o洞?w^×}]g[ù1

?g?1階段式y(tǒng)u的y式?ü目o?行cOgu??獲×o?息v?行wTvo活ú?

ry?2強(qiáng)化?演習(xí)業(yè)á系統(tǒng)]g?

通?k??üoüü?的行~??`?以~?企業(yè)óā網(wǎng)絡(luò)??o`在的潛在o洞ü安y點(diǎn)??企業(yè)y_及時(shí)××措y?]o洞?àt網(wǎng)絡(luò)安y???企通~?p龐`]g的?息?oāx?y?包?Ty業(yè)áà}1服á器及網(wǎng)絡(luò)?_2在數(shù)_WW??程o[yx本架?并`?~??p???r?`??Tà?網(wǎng)絡(luò)安y?v的?t2?

`_?óā~?企業(yè)óāàe?v流程o的問題?及時(shí)?u}??\時(shí)p??e高\(yùn)yü??的àe響à及`\?úy?à大網(wǎng)絡(luò)安y投u?技o(jì)?景?

目前s?安y總÷uP?3%??ó???網(wǎng)絡(luò)安y÷í在IT總??os?高?10%???1{?網(wǎng)1AI{??o的ó]b帶g?o的安y[á??Pr式AIt的???{1安y?{AI安y?vts問題2?

?企需àts÷u?在數(shù)_WW?éíRo?u網(wǎng)絡(luò)安yu?pm?障數(shù)_WW??程o的網(wǎng)絡(luò)ü數(shù)o安y?o?y暴露?o知的o洞ü安y點(diǎn)????Y?范2g源?t瑞咨?|究??|究及tv2g源?t瑞咨?|究??|究及tv2?2023.11

iResearchInc.?2023.11

iResearchInc.34數(shù)o?v~?企的業(yè)áà}及經(jīng)營ó的數(shù)_WW?e??÷的數(shù)ooc?企數(shù)_WW?需?à數(shù)o作~oc?W?本身_b帶g更[的數(shù)o源ü數(shù)o]v需n??數(shù)o?vy_~?數(shù)o的準(zhǔn)~g1一?gü完ug?通?數(shù)o的u\Po洗?`W數(shù)o-à1?障數(shù)o安y1?P?tr本?并ā?÷U海à數(shù)o的架??????數(shù)o的流úüq??D?~?企的業(yè)áà}及經(jīng)營ó的數(shù)_WW?e??÷的數(shù)ooc2?íY1y??{P??YY^ó_?若~?ü?企數(shù)o?vtsy作的?通知??tn~e??一?Wè??企數(shù)o?v的y作措y?~w數(shù)o?vue??g導(dǎo)2數(shù)據(jù)?v~央?企數(shù)字化升級r?ó供?_?障s?è?央?企數(shù)據(jù)?v相s工作的?策通÷優(yōu)化數(shù)據(jù)質(zhì)?時(shí)間??t]稱相s??數(shù)據(jù)統(tǒng)籌?vt立數(shù)o?v??{?t數(shù)o?v_?2à???數(shù)o?v_?t??n~數(shù)o?v_口?v?y?à?數(shù)oo準(zhǔn)W1元數(shù)oü數(shù)o?vy作?定?數(shù)o?vy?r?t2à?產(chǎn)ā1服á?程{數(shù)oúa×??t立??y業(yè)átg的數(shù)o×?1`?üoú_?2并?l數(shù)o-à問題?e高數(shù)o的??tü?}g?~企業(yè)的業(yè)áà}ü經(jīng)營óe??÷的數(shù)ooc2s?à?è??打|數(shù)o島?健y÷U海à數(shù)o的架??????數(shù)o的流úüq?22020.8?íY

p企業(yè)數(shù)_W?型y作的通知s?o企業(yè)àt立健y數(shù)o產(chǎn)1×?1o洗1u\1V÷üà}的y?t?世}一流

}|?v_??完善數(shù)oo準(zhǔn)1í?jiǎng)t1ā?1?o1k型?ˉá?v_?的

à?數(shù)o源端?v?eW數(shù)o-à?t?數(shù)oí產(chǎn)?激活數(shù)2022.22022.8?í