{"id":9944,"date":"2021-05-04T09:00:37","date_gmt":"2021-05-04T07:00:37","guid":{"rendered":"https:\/\/www.adoneconseil.fr\/it\/?p=9944"},"modified":"2026-01-16T11:39:07","modified_gmt":"2026-01-16T10:39:07","slug":"come-lintelligenza-artificiale-e-la-data-analytics-possono-ottimizzare-lanalisi-dei-vostri-dati","status":"publish","type":"news","link":"https:\/\/www.adoneconseil.fr\/it\/notizie\/come-lintelligenza-artificiale-e-la-data-analytics-possono-ottimizzare-lanalisi-dei-vostri-dati\/","title":{"rendered":"Come l\u2019Intelligenza Artificiale e la Data Analytics\u202fpossono ottimizzare l\u2019analisi dei vostri dati?"},"content":{"rendered":"
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Sempre pi\u00f9 aziende si lanciano<\/span>\u202f<\/span>n<\/span><\/b>el<\/span><\/b>l\u2019o<\/span><\/b>t<\/span><\/b>timi<\/span><\/b>zz<\/span><\/b>a<\/span><\/b>z<\/span><\/b>ion<\/span><\/b>e<\/span><\/b> de<\/span><\/b>lle <\/span><\/b>loro <\/span><\/b>performance business<\/span><\/b>\u202fgr<\/span>azi<\/span>e <\/span>allo sfruttamento<\/span> ra<\/span>gionevole dei loro dati<\/span>. <\/span>Si parla pi\u00f9<\/span> comun<\/span>e<\/span>ment<\/span>e<\/span> d<\/span>i azienda<\/span>\u202f<\/span>\u201cData<\/span><\/b> Driven\u201d<\/span><\/b>, c<\/span>io\u00e8<\/span> un<\/span>\u2019<\/span>azienda<\/span> <\/span>che investe e sfrutta<\/span>\u202f<\/span>l\u2019anal<\/span><\/b>i<\/span><\/b>s<\/span><\/b>i<\/span><\/b> <\/span><\/b>dei dati a sua disposizione<\/span><\/b> per orientare le sue<\/span>\u202f<\/span> d<\/span><\/b>e<\/span><\/b>cision<\/span><\/b>i<\/span><\/b>\u202fe <\/span><\/b>la <\/span><\/b>s<\/span><\/b>u<\/span><\/b>a vision<\/span><\/b>e<\/span><\/b> strat<\/span><\/b>e<\/span><\/b>gi<\/span><\/b>ca<\/span><\/b>.\u202f\u202f<\/span> <\/span><\/p>\n<\/div><\/div><\/div><\/div>

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Ma d<\/span>a<\/span>vant<\/span>i<\/span> <\/span>ai volumi di dati che sono rapidamente diventati esponenziali<\/span>,\u202f<\/span>bisogna ricorrere a nuove tecnologie e nuovi metodi di lavoro<\/span>.\u202f<\/span> <\/span><\/p>\n<\/div><\/div><\/div><\/div>

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In questo articolo<\/span> <\/span>vi presenteremo<\/span>,<\/span> <\/span>partendo da<\/span> <\/span>d<\/span><\/b>ue<\/span><\/b> <\/span><\/b>esempi<\/span><\/b> concret<\/span><\/b>i<\/span><\/b>,<\/span><\/b> <\/span><\/b>il contributo<\/span><\/b> de<\/span><\/b>l<\/span><\/b>l\u2019intelligen<\/span><\/b>za<\/span><\/b> artifici<\/span><\/b>a<\/span><\/b>le e de<\/span><\/b>l<\/span><\/b>la data science<\/span><\/b> <\/span><\/b>su<\/span>l<\/span>la qualit<\/span>\u00e0<\/span> <\/span>delle<\/span> vos<\/span>tre<\/span> anal<\/span>isi<\/span>.\u202f<\/span> <\/span><\/p>\n<\/div><\/div><\/div><\/div>

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Vi condivideremo<\/span> poi i benefici dell\u2019uso di queste tecnologie cosi come<\/span>\u202f<\/span>qu<\/span><\/b>a<\/span><\/b>l<\/span><\/b>ch<\/span><\/b>e cons<\/span><\/b>iglio<\/span><\/b>\u202fm<\/span><\/b>e<\/span><\/b>todologi<\/span><\/b>co<\/span><\/b>\u202f<\/span>che<\/span>\u202fv<\/span>i<\/span> <\/span>consentir\u00e0 di appurare ed ottimizzare la<\/span> qualit<\/span><\/b>\u00e0<\/span><\/b>\u202fe <\/span><\/b>l\u2019<\/span><\/b>analisi<\/span><\/b> <\/span><\/b>dati<\/span><\/b> <\/span>all\u2019interno <\/span>de<\/span>lle vostre organizzazioni<\/span>.\u202f<\/span><\/p>\n<\/div><\/div><\/div><\/div>

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Due esempi d\u2019uso\u202f <\/strong><\/span><\/h3>\n<\/div><\/div><\/div>
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Riuscire a far convergere i dati nei diversi sistemi informativi dell\u2019azienda \u00e8 uno dei principali ostacoli a una strategia<\/span><\/span> <\/span><\/span>dell\u2019utilizzo dei dati ben riuscita<\/span><\/span>. <\/span><\/span>Questo<\/span><\/span> aspetto<\/span><\/span> si rivela spesso complesso e richiede tempo<\/span><\/span>.\u202fP<\/span><\/span>ertanto<\/span><\/span>,<\/span><\/span>\u202fsolu<\/span><\/span>z<\/span><\/span>ion<\/span><\/span>i<\/span><\/span> tecnologi<\/span><\/span>che<\/span><\/span> <\/span><\/span>qual<\/span><\/span>i<\/span><\/span> l\u2019IA\u202fo <\/span><\/span>la<\/span><\/span> RPA, p<\/span><\/span>ossono<\/span><\/span> <\/span><\/span>essere un sostegno<\/span><\/span> per<\/span><\/span> ass<\/span><\/span>ic<\/span><\/span>ur<\/span><\/span>a<\/span><\/span>r<\/span><\/span>e<\/span><\/span> la qualit<\/span><\/span>\u00e0<\/span><\/span> de<\/span><\/span>i<\/span><\/span> vos<\/span><\/span>tri<\/span><\/span> d<\/span><\/span>ati<\/span><\/span> e <\/span><\/span>aiutarvi ad anali<\/span><\/span>z<\/span><\/span>z<\/span><\/span>arli in modo <\/span><\/span>efficace e <\/span><\/span>costruttivo<\/span><\/span>.\u202f<\/span><\/span><\/p>\n<\/div><\/div><\/div><\/div>

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\"\"<\/figure>\n<\/div><\/div><\/div>
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  • P<\/span><\/i><\/b>e<\/span><\/i><\/b>r\u00a0<\/span><\/i><\/b>identifi<\/span><\/i><\/b>ca<\/span><\/i><\/b>r<\/span><\/i><\/b>e<\/span><\/i><\/b>\u00a0<\/span><\/i><\/b>gli<\/span><\/i><\/b>\u00a0<\/span><\/i><\/b>errori<\/span><\/i><\/b>\u202f<\/span>\u00a0<\/span><\/li>\n<\/ul>\n<\/div><\/div><\/div>
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    L\u2019intelligen<\/span>za<\/span> artifici<\/span>a<\/span>le p<\/span>u\u00f2<\/span>, <\/span>per esempio<\/span>,<\/span> m<\/span>ig<\/span>lior<\/span>a<\/span>r<\/span>e<\/span> l\u2019identifica<\/span>z<\/span>ion<\/span>e<\/span> de<\/span>lle fonti<\/span> d<\/span>i s<\/span>cart<\/span>o<\/span> <\/span>ricorrenti tra i dati provenienti <\/span>da<\/span> diversi sistemi<\/span>. <\/span>Ad esempio<\/span>, gli<\/span> algoritm<\/span>i<\/span> d<\/span>i<\/span> clustering permett<\/span>ono<\/span> un<\/span>a<\/span> classifica automati<\/span>ca<\/span> del d<\/span>at<\/span>o s<\/span>enza<\/span> <\/span>alcun <\/span>intervento<\/span> uman<\/span>o<\/span>.<\/span> <\/span><\/p>\n<\/div><\/div><\/div><\/div>

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    Grazie all\u2019<\/span>appren<\/span>dimento<\/span> <\/span>ripetut<\/span>o<\/span> delle <\/span>pi\u00f9 ricorrenti <\/span>fonti di scarto <\/span>e <\/span>delle soluzioni di riconciliazione adeguate, gli algoritmi <\/span>d\u2019IA <\/span>aiutano<\/span> <\/span>a<\/span> propo<\/span>r<\/span>r<\/span>e<\/span> <\/span>le opportune correzioni.<\/span> <\/span><\/p>\n<\/div><\/div><\/div><\/div>

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    Abbinata a<\/span>d<\/span> una tecnologia di <\/span>automati<\/span>zz<\/span>a<\/span>z<\/span>ion<\/span>e<\/span> de<\/span>i<\/span> process<\/span>i<\/span>\u202froboti<\/span>zzati<\/span>\u202f(RPA), la <\/span>combinazione<\/span> <\/span>dei<\/span> d<\/span>ati<\/span>\u202fp<\/span>u\u00f2 anche essere automatizzata<\/span>.\u202f<\/span> <\/span><\/p>\n<\/div><\/div><\/div><\/div>

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    • P<\/span><\/span>e<\/span><\/span>r\u00a0<\/span><\/span>prevedere le cifre d<\/span><\/span>\u2019affari<\/span><\/span><\/strong><\/em><\/li>\n<\/ul>\n<\/div><\/div><\/div>
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      Un a<\/span><\/span>ltro esempio d\u2019uso di queste tecnologie<\/span><\/span>:<\/span><\/span>\u202fla pr<\/span><\/span>ev<\/span><\/span>i<\/span><\/span>s<\/span><\/span>ion<\/span><\/span>e<\/span><\/span> d<\/span><\/span>i<\/span><\/span> <\/span><\/span>fatturato<\/span><\/span>. S<\/span><\/span>e<\/span><\/span> <\/span><\/span>si dispone di <\/span><\/span>un<\/span><\/span>o<\/span><\/span> stori<\/span><\/span>co<\/span><\/span> <\/span><\/span>dei<\/span><\/span> d<\/span><\/span>ati<\/span><\/span> <\/span><\/span>abbastanza consistente<\/span><\/span>, un<\/span><\/span>\u2019<\/span><\/span>intelligen<\/span><\/span>za<\/span><\/span> artifici<\/span><\/span>a<\/span><\/span>le p<\/span><\/span>u\u00f2<\/span><\/span> pr<\/span><\/span>e<\/span><\/span>dire,\u202fc<\/span><\/span>on<\/span><\/span> un ta<\/span><\/span>sso<\/span><\/span> d<\/span><\/span>i <\/span><\/span>err<\/span><\/span>o<\/span><\/span>r<\/span><\/span>e<\/span><\/span> <\/span><\/span>basso<\/span><\/span>,\u202f<\/span><\/span>il fatturato previsionale dell\u2019azienda<\/span><\/span>,<\/span><\/span> basandosi sulle tendenze passate<\/span><\/span>. <\/span><\/span>Queste tecnologie d\u2019apprendimento permettono di sostituire formule matematiche statiche<\/span><\/span> (Business Intelligence) <\/span><\/span>con modelli pi\u00f9 dinamici che si adattano al dato in tempo reale<\/span><\/span>.\u202f<\/span><\/span><\/p>\n<\/div><\/div><\/div><\/div>

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      I benefici forniti\u202f<\/strong><\/span><\/h3>\n<\/div><\/div><\/div>
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      O<\/span>t<\/span>timi<\/span>zza<\/span>r<\/span>e<\/span>\u202f<\/span>i processi<\/span>,<\/span> omogeneizzare e raggruppare i dati di natura o di fonte identica ma provenienti <\/span>da<\/span> canali di <\/span>raccolta\/<\/span>conta<\/span>t<\/span>t<\/span>o<\/span> <\/span>diversi<\/span>\u202fe\u202fcre<\/span>a<\/span>r<\/span>e<\/span>\u202fun<\/span>a<\/span> convergen<\/span>za<\/span> tr<\/span>a<\/span> le informa<\/span>z<\/span>ion<\/span>i<\/span> de<\/span>i<\/span> <\/span>diversi sistemi informativi delle vostre aziende<\/span>,<\/span> permette<\/span>:\u202f<\/span> <\/span><\/p>\n<\/div><\/div><\/div><\/div>

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      • Un\u00a0<\/span>risparmio di tempo notevole per i team operativi r<\/span>e<\/span>sponsabili dell\u2019analisi di questi dati<\/span>,\u202f\u202f<\/span>\u00a0<\/span><\/li>\n\n\n\n
      • Un<\/span>a<\/span>\u00a0comunica<\/span>z<\/span>ion<\/span>e<\/span>\u00a0<\/span>notevolmente<\/span>\u00a0facilit<\/span>ata<\/span>\u00a0tr<\/span>a<\/span>\u00a0<\/span>le diverse entit\u00e0\u00a0<\/span>produ<\/span>t<\/span>tric<\/span>i<\/span>\u00a0e cons<\/span>u<\/span>matric<\/span>i<\/span>\u00a0d<\/span>i<\/span>\u00a0<\/span>questo dato<\/span>,\u202f\u202f<\/span>\u00a0<\/span><\/li>\n\n\n\n
      • Un<\/span>a<\/span>\u00a0pr<\/span>e<\/span>s<\/span>a<\/span>\u00a0d<\/span>i<\/span>\u00a0d<\/span>e<\/span>cision<\/span>e<\/span>\u00a0<\/span>informata grazie alla garanzia di analisi\u00a0<\/span>del<\/span>\u00a0dato qualitativo<\/span>.<\/span>\u00a0<\/span><\/li>\n<\/ul>\n<\/div><\/div><\/div>
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        Affinch\u00e8<\/span> queste<\/span>\u202f<\/span>elaborazioni<\/span>\/pr<\/span>ev<\/span>i<\/span>s<\/span>ion<\/span>i<\/span> s<\/span>iano<\/span> <\/span>conformi ad un<\/span> dato che evolve <\/span>costa<\/span>ntemente<\/span>, un <\/span>supporto<\/span> m<\/span>e<\/span>todologi<\/span>co deve accompagnare questi progetti<\/span>.\u202f<\/span> <\/span><\/p>\n<\/div><\/div><\/div><\/div>

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        \"\"<\/figure>\n<\/div><\/div><\/div>
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        Le metodologie da adottare per stabilizzare la qualit\u00e0 dei dati\u202f <\/strong><\/span><\/h3>\n<\/div><\/div><\/div>
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        Al contrario dei software di <\/span>programma<\/span>z<\/span>ion<\/span>e<\/span> classi<\/span>ci<\/span>,\u202fl\u2019IA n<\/span>e<\/span>cessit<\/span>a<\/span> <\/span>di <\/span>un appren<\/span>dimento e un<\/span> ad<\/span>eguamento costante per continuare a corrispondere alla realt\u00e0 del dato sul quale \u00e8 basato<\/span>. <\/span>Perci\u00f2, i progetti<\/span> <\/span>intorno a queste tecnologie devono <\/span>seguire<\/span> metodologie specifiche<\/span>:<\/span> \u202f<\/span> <\/span><\/p>\n<\/div><\/div><\/div><\/div>

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        • M<\/span><\/b>e<\/span><\/b>tod<\/span><\/b>o<\/span><\/b>\u00a0agile<\/span><\/b>\u202f p<\/span>e<\/span>r\u00a0<\/span>aggiornare<\/span>\u00a0<\/span>in maniera costante<\/span>\u00a0l<\/span>\u2019utilizzo<\/span>\u00a0dell\u2019algoritmo, migliorare le sue performance arricchendo il suo ambito d<\/span>i applicazione<\/span>\u00a0e ottimizzare gli algoritmi<\/span>.<\/span>\u00a0<\/span><\/li>\n<\/ul>\n<\/div><\/div><\/div>
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          • Implementazione di una fase di miglioramento\u00a0<\/span><\/b>continuo nel<\/span><\/b>\u00a0RUN de<\/span><\/b>l<\/span><\/b>la solu<\/span><\/b>z<\/span><\/b>ion<\/span><\/b>e<\/span><\/b>:\u00a0<\/span>gli<\/span>\u00a0algoritm<\/span>i<\/span>\u00a0d<\/span>e<\/span>v<\/span>o<\/span>n<\/span>o<\/span>\u00a0<\/span>e<\/span>vol<\/span>v<\/span>er<\/span>e<\/span>\u00a0<\/span>contemporane<\/span>amente allo sviluppo\u00a0<\/span>\u00a0<\/span>del<\/span>l\u2019azienda<\/span>.\u00a0<\/span>Per fare in modo che un<\/span>\u2019<\/span>intelligen<\/span>za<\/span>\u00a0artifici<\/span>a<\/span>le\u00a0<\/span>funzion<\/span>i<\/span>\u00a0sempre<\/span>,\u00a0<\/span>bisogna sempre<\/span>\u00a0<\/span>es<\/span>tend<\/span>e<\/span>re\/m<\/span>ig<\/span>lior<\/span>a<\/span>r<\/span>e<\/span>\u00a0<\/span>il suo camp<\/span>o<\/span>\u00a0<\/span>di applicazione<\/span>\u00a0anche dopo che la soluzione\u00a0<\/span>trovata\u00a0<\/span>sia in produzione<\/span>.<\/span>Concr<\/span>e<\/span>t<\/span>a<\/span>ment<\/span>e<\/span>,\u202f<\/span>esistono<\/span>\u00a0<\/span>p<\/span>arecchie<\/span>\u00a0<\/span>opzioni<\/span>:<\/span>
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            • Cr<\/span>e<\/span>a<\/span>z<\/span>ion<\/span>e<\/span>\u00a0d<\/span>i\u00a0<\/span>un\u00a0<\/span>team<\/span>\u00a0pluridisciplinare d<\/span>i analisti di dati<\/span>\u00a0e d<\/span>i<\/span>\u00a0data scientist\u202f: l\u2019anal<\/span>i<\/span>st<\/span>a<\/span>\u00a0permett<\/span>e<\/span>r<\/span>\u00e0<\/span>\u00a0d<\/span>i<\/span>\u00a0<\/span>individuare le anomalie nel funzionamento della soluzione<\/span> e di proporre\u00a0<\/span>correzioni<\/span>\u00a0rilevanti<\/span>.\u00a0<\/span>Il\u00a0<\/span>data scientist permett<\/span>e<\/span>r<\/span>\u00e0<\/span>\u00a0d<\/span>i migliorare e ottimizzare le<\/span>\u00a0performance\u00a0<\/span>degli algoritmi\u00a0<\/span>inclusi nella soluzione attuale<\/span>\u00a0<\/span><\/li>\n\n\n\n
            • Alcune<\/span>\u00a0aziende<\/span>\/p<\/span>i<\/span>at<\/span>taforme<\/span>\u00a0propo<\/span>ngono anche un servizio di miglioramento continuo della soluzione basato su interfacce ergonomiche e accessibili a<\/span>\u00a0<\/span>profili non tecnici<\/span>,\u00a0<\/span>evitando di assumere queste risorse\u00a0<\/span>all\u2019interno dell\u2019azienda<\/span>.<\/span>\u00a0<\/span><\/li>\n<\/ul>\n<\/div><\/div><\/div><\/li>\n<\/ul>\n<\/div><\/div><\/div>
              \n\n<\/div><\/div><\/div>
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              • Governance del<\/span><\/b>\u00a0dato<\/span><\/b>: la d<\/span>e<\/span>fini<\/span>z<\/span>ion<\/span>e<\/span>\u00a0de<\/span>i<\/span>\u00a0<\/span>ruoli e delle responsabilit\u00e0\u00a0<\/span>per la gestione<\/span>\u00a0<\/span>dei<\/span>\u00a0dati \u00e8 fondamentale per garantire una qualit\u00e0 dei flussi di dati nel<\/span>\u00a0corso del<\/span>\u00a0tempo<\/span>.<\/span>\u00a0<\/span>E\u2019 essenziale<\/span>\u00a0<\/span>definire in queste organizzazioni\u00a0<\/span>i\u00a0<\/span>garanti\u00a0<\/span>della\u00a0<\/span>qualit\u00e0\u00a0<\/span>dei\u00a0<\/span>dati<\/span>.\u202f\u202f<\/span>\u00a0<\/span><\/li>\n<\/ul>\n<\/div><\/div><\/div>
                \n\n<\/div><\/div><\/div>
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                • Change management<\/strong>:\u202f qu<\/span>es<\/span>te<\/span>\u00a0recenti<\/span>\u00a0tec<\/span>n<\/span>ologie\u202fe\u202fm<\/span>e<\/span>todologie d<\/span>e<\/span>v<\/span>o<\/span>n<\/span>o<\/span>\u00a0<\/span>essere\u00a0<\/span>supportate<\/span>\u00a0<\/span>da<\/span>\u00a0un processo di accompagnamento al\u00a0<\/span>cambiamento<\/span>,<\/span>\u00a0al fine di aiutare i vostri dipendenti a familiarizza<\/span>re<\/span>\u00a0<\/span>con questi nuovi ambienti di lavoro<\/span>,<\/span>\u00a0ma anche garantire il successo dei vostri progetti<\/span>.\u202f<\/span><\/li>\n<\/ul>\n<\/div><\/div><\/div>
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                  \"\"<\/figure>\n<\/div><\/div><\/div>
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                  Conclusione <\/strong><\/span><\/h3>\n<\/div><\/div><\/div>
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                  L\u2019uso de<\/span><\/span>l<\/span><\/span>l\u2019IA e de<\/span><\/span>l<\/span><\/span>la data science p<\/span><\/span>e<\/span><\/span>r l<\/span><\/span>\u2019elaborazione dei <\/span><\/span>d<\/span><\/span>ati<\/span><\/span> o la pr<\/span><\/span>evisione di tendenze<\/span><\/span>,<\/span><\/span> pu\u00f2 aiutarvi a ottimizzare i vostri processi di analisi e permettere <\/span><\/span>in tal modo <\/span><\/span>un risparmio di tempo e di qualit\u00e0 nella produzione <\/span><\/span>dei<\/span><\/span> report di analisi<\/span><\/span>.\u202fP<\/span><\/span>e<\/span><\/span>r\u202fma<\/span><\/span>ss<\/span><\/span>imi<\/span><\/span>zza<\/span><\/span>r<\/span><\/span>e<\/span><\/span> <\/span><\/span>i benefici di queste tecnologie<\/span><\/span>, un <\/span><\/span>supporto<\/span><\/span> metodologico adeguato deve accompagnare l\u2019implementazione d<\/span><\/span>ei <\/span><\/span>progetti<\/span><\/span>.\u202f<\/span><\/span> <\/span><\/p>\n<\/div><\/div><\/div><\/div>

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