{"id":50146,"date":"2018-12-27T07:00:47","date_gmt":"2018-12-27T06:00:47","guid":{"rendered":"http:\/\/smeupnew.it\/magazine\/blog\/intelligent-extended-enterprise-parte-3\/"},"modified":"2022-11-02T15:48:55","modified_gmt":"2022-11-02T14:48:55","slug":"intelligent-extended-enterprise-parte-3","status":"publish","type":"post","link":"https:\/\/www.smeup.com\/magazine\/blog\/intelligent-extended-enterprise-parte-3\/","title":{"rendered":"Google Cloud Next 2018: Intelligent Extended Enterprise &#8211; parte 3"},"content":{"rendered":"<div class=\"fusion-fullwidth fullwidth-box fusion-builder-row-1 fusion-flex-container nonhundred-percent-fullwidth non-hundred-percent-height-scrolling gradient-container-1\" style=\"--awb-border-radius-top-left:0px;--awb-border-radius-top-right:0px;--awb-border-radius-bottom-right:0px;--awb-border-radius-bottom-left:0px;--awb-flex-wrap:wrap;\" ><div class=\"fusion-builder-row fusion-row fusion-flex-align-items-flex-start fusion-flex-content-wrap\" style=\"max-width:1144px;margin-left: calc(-4% \/ 2 );margin-right: calc(-4% \/ 2 );\"><div class=\"fusion-layout-column fusion_builder_column fusion-builder-column-0 fusion_builder_column_1_1 1_1 fusion-flex-column\" style=\"--awb-bg-size:cover;--awb-width-large:100%;--awb-margin-top-large:0px;--awb-spacing-right-large:1.92%;--awb-margin-bottom-large:0px;--awb-spacing-left-large:1.92%;--awb-width-medium:100%;--awb-spacing-right-medium:1.92%;--awb-spacing-left-medium:1.92%;--awb-width-small:100%;--awb-spacing-right-small:1.92%;--awb-spacing-left-small:1.92%;\"><div class=\"fusion-column-wrapper fusion-flex-justify-content-flex-start fusion-content-layout-column\"><div class=\"fusion-text fusion-text-1\"><p>Nella <a href=\"https:\/\/www.smeup.com\/ultime-notizie\/google-cloud-next-2018-parte-1\/\">prima parte<\/a> di questa serie di articoli ho parlato di Cloud. Nella <a href=\"https:\/\/www.smeup.com\/ultime-notizie\/google-cloud-next-2018-tra-dieci-anni-parte-2\/\">seconda parte<\/a> delle prospettive tecnologiche tra 10 anni.<\/p>\n<p>Comincio subito questa terza parte con l\u2019argomento che secondo me ha fatto da padrone per tutta la conferenza, permeando in un modo o nell\u2019altro tutte le sessioni e gli argomenti trattati: l\u2019intelligenza artificiale, soprattutto la sua branca pi\u00f9 affascinante, il <strong>Machine Learning <\/strong>(ML).<\/p>\n<p>Se ne sente parlare da molti anni (chi di voi non ha mai sentito \u201crete neurale\u201d?), ma perch\u00e8 \u00e8 diventato solo oggi un argomento attuale? Semplice, l\u2019intelligenza artificiale \u00e8 molto costosa sotto tutti punti di vista: competenze necessarie, potenza elaborativa, quantit\u00e0 di dati, bont\u00e0 dei dati. Oggi \u00e8 diventata pi\u00f9 economica o, come si dice in inglese, che rende meglio: <strong>affordable.<\/strong><\/p>\n<p>Google la utilizza da molti anni per i suoi servizi, dal motore di ricerca a Gmail, a Google Drive, ed ha inventato e reso open source una delle librerie pi\u00f9 importanti nel panorama della ML, Tensor Flow ed ha quindi iniziato a rendere queste tecnologia disponibili ai poveri mortali. Come dicono loro, <strong>democratizzare.<\/strong><\/p>\n<p>La chiave \u00e8 semplificarne l\u2019accesso in due modi: diminuire le competenze necessarie e mettere a disposizione potenza elaborativa e spazio per i dati.<\/p>\n<p>Appendice: <em>\u00a0[In particolare, quello di cui si parla non \u00e8 intelligenza artificiale in senso lato, ma Machine Learning (ML): un insieme di tecniche per costruire programmi che eseguono dei compiti, tipicamente di classificazione e previsione, senza che sia scritto del codice che spieghi a questo programma come comportarsi, ma insegnandogli come ragionare fornendo degli esempi. Ti do 100.000 foto di arance dicendoti che sono arance, poi ti passo una foto che non ti ho mai dato, che contiene un\u2019arancia, e tu la riconosci]<\/em><\/p>\n<p>E ora la consueta domanda: s\u00ec, ma a noi?<\/p>\n<p>Vediamo alcuni usi pratici.<\/p>\n<p>Da digital transformation a intelligent enterprise: oggi, processi e i dati delle aziende sono sempre pi\u00f9 digitalizzati e questo li rende finalmente utilizzabili per migliorare i processi stessi e per fare nuovo business. Questo ha avuto due effetti:<\/p>\n<ul>\n<li>i dati sono tantissimi, i processi sono tantissimi, la complessit\u00e0 aumenta: se penso al tipico menu di azioni di un gestionale mi vengono le vertigini!<\/li>\n<li>man mano le applicazioni si spostano su front-office: pensate agli e-commerce, ai portali per i fornitori, ai CRM per gli agenti, alle applicazioni B2B e B2C: i sistemi delle aziende sono sempre pi\u00f9 utilizzati e proiettati verso l\u2019esterno delle stesse. Questo le rende vulnerabili sia in termini di sicurezza, che, da non sottovalutare, di user experience.<\/li>\n<\/ul>\n<p>L\u2019intelligent enterprise (e l\u2019intelligent information system) \u00e8 quella che sfrutta l\u2019intelligenza artificiale per guidare l\u2019utente nella complessit\u00e0 che si \u00e8 creata.<\/p>\n<ul>\n<li><strong>ottimizzazione<\/strong> delle ricerche: il sistema \u00e8 in grado di aiutarti nel cercare il dato che ti serve, interpretando il linguaggio naturale;<\/li>\n<li><em>&#8220;cerca i clienti siderurgici vicino a Pavia&#8221;;<\/em><\/li>\n<li>e conoscendo il database sottostante;<\/li>\n<li><strong>suggerimento<\/strong> di percorsi all\u2019interno del software: sulla base di cronologia, preferiti, argomenti correlati, percorsi fatti da altri;<\/li>\n<li><strong>aiuto<\/strong> nella compilazione;<\/li>\n<li><strong>previsioni<\/strong>: non visitare quel cliente perch\u00e8 potrebbe non pagare;<\/li>\n<li><strong>esperienza<\/strong> <strong>conversazionale<\/strong> per gli operatori: sar\u00e0 la nuova user experience. \u201cSospostati sull\u2019ubicazione B03\u201d, \u201cArrivato\u201d, \u201cPreleva l\u2019articolo H55\u201d , \u201cNon lo trovo\u201d, \u201cPreleva l\u2019articolo H38\u201d, \u201cChe quantit\u00e0\u201d, \u201c3 scatole\u201d;<\/li>\n<li><strong>image<\/strong> <strong>processing<\/strong>: invece di utilizzare sensori, alcuni parametri possono essere recepiti tramite immagini, ad esempio, il fatto che una persone \u00e8 entrata in sede perch\u00e8 ho la foto della persona, oppure il fatto che la siepe \u00e8 da tagliare o che il mandrino si sta consumando. Ho deciso di dedicare un capitolo a parte all\u2019elaborazione di immagini nell\u2019era del machine learning.<\/li>\n<\/ul>\n<p><strong>E\u2019 chiaro il ruolo della tecnologia: per competere, la velocit\u00e0 di cambiamento \u00e8 chiave e solo la tecnologia pu\u00f2 dare le accelerazioni necessarie. Bisogna buttarsi!<\/strong><\/p>\n<\/div><\/div><\/div><\/div><\/div>\n","protected":false},"excerpt":{"rendered":"<p>Comincio subito con l\u2019argomento che secondo me ha fatto da padrone per tutta la conferenza, permeando in un modo o nell\u2019altro tutte le sessioni e gli argomenti trattati: l&#8217;Intelligent Extended Enterprise<\/p>\n","protected":false},"author":1,"featured_media":50147,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"_acf_changed":false,"footnotes":""},"categories":[1],"tags":[4337,3907,5527,5463,4888,5464,5528,5529,3913],"class_list":["post-50146","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-news-da-smeup","tag-artificial-intelligence","tag-cloud","tag-extended-intelligente-enterprise","tag-google","tag-google-cloud-next-18","tag-google-cloud-next-2018","tag-intelligent-extended-enterprise","tag-intelligenza-artificale","tag-machine-learning"],"acf":[],"yoast_head":"<!-- This site is optimized with the Yoast SEO plugin v27.6 - https:\/\/yoast.com\/product\/yoast-seo-wordpress\/ -->\n<title>Google Cloud Next 2018: Intelligent Extended Enterprise - parte 3<\/title>\n<meta name=\"description\" content=\"Comincio subito con l\u2019argomento che secondo me ha fatto da padrone per tutta la conferenza, permeando in un modo o nell\u2019altro tutte le sessioni e gli argomenti trattati: l&#039;Intelligent Extended Enterprise\" \/>\n<meta name=\"robots\" content=\"index, follow, max-snippet:-1, max-image-preview:large, max-video-preview:-1\" \/>\n<link rel=\"canonical\" href=\"https:\/\/www.smeup.com\/magazine\/blog\/intelligent-extended-enterprise-parte-3\/\" \/>\n<meta property=\"og:locale\" content=\"it_IT\" \/>\n<meta property=\"og:type\" content=\"article\" \/>\n<meta property=\"og:title\" content=\"Google Cloud Next 2018: Intelligent Extended Enterprise - parte 3\" \/>\n<meta property=\"og:description\" content=\"Comincio subito con l\u2019argomento che secondo me ha fatto da padrone per tutta la conferenza, permeando in un modo o nell\u2019altro tutte le sessioni e gli argomenti trattati: l&#039;Intelligent Extended Enterprise\" \/>\n<meta property=\"og:url\" content=\"https:\/\/www.smeup.com\/magazine\/blog\/intelligent-extended-enterprise-parte-3\/\" \/>\n<meta property=\"og:site_name\" content=\"Magazine\" \/>\n<meta property=\"article:published_time\" content=\"2018-12-27T06:00:47+00:00\" \/>\n<meta property=\"article:modified_time\" content=\"2022-11-02T14:48:55+00:00\" \/>\n<meta property=\"og:image\" content=\"https:\/\/www.smeup.com\/magazine\/wp-content\/uploads\/sites\/5\/2021\/03\/Spunti-parte-tre-Intelligent-Extended-Enterprise-1.png\" \/>\n\t<meta property=\"og:image:width\" content=\"1600\" \/>\n\t<meta property=\"og:image:height\" content=\"1068\" \/>\n\t<meta property=\"og:image:type\" content=\"image\/png\" \/>\n<meta name=\"author\" content=\"smeup\" \/>\n<meta name=\"twitter:card\" content=\"summary_large_image\" \/>\n<meta name=\"twitter:label1\" content=\"Scritto da\" \/>\n\t<meta name=\"twitter:data1\" content=\"smeup\" \/>\n\t<meta name=\"twitter:label2\" content=\"Tempo di lettura stimato\" \/>\n\t<meta name=\"twitter:data2\" content=\"4 minuti\" \/>\n<script type=\"application\/ld+json\" class=\"yoast-schema-graph\">{\"@context\":\"https:\\\/\\\/schema.org\",\"@graph\":[{\"@type\":\"Article\",\"@id\":\"https:\\\/\\\/www.smeup.com\\\/magazine\\\/blog\\\/intelligent-extended-enterprise-parte-3\\\/#article\",\"isPartOf\":{\"@id\":\"https:\\\/\\\/www.smeup.com\\\/magazine\\\/blog\\\/intelligent-extended-enterprise-parte-3\\\/\"},\"author\":{\"name\":\"smeup\",\"@id\":\"https:\\\/\\\/www.smeup.com\\\/magazine\\\/#\\\/schema\\\/person\\\/194a55d96e7e52223a84ff78468bf5c7\"},\"headline\":\"Google Cloud Next 2018: Intelligent Extended Enterprise &#8211; 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