{"id":17711,"date":"2026-09-18T09:56:54","date_gmt":"2026-09-18T07:56:54","guid":{"rendered":"https:\/\/neodatagroup.ai\/?p=17711"},"modified":"2026-09-18T09:56:55","modified_gmt":"2026-09-18T07:56:55","slug":"the-real-ai-economy-in-numbers","status":"publish","type":"post","link":"https:\/\/neodatagroup.ai\/it\/the-real-ai-economy-in-numbers\/","title":{"rendered":"The real AI economy, in numbers"},"content":{"rendered":"<h2 class=\"simpletoc-title\">Indice<\/h2>\n<ul class=\"simpletoc-list\">\n<li><a href=\"#adoption-is-wide-usage-is-thin\">Adozione ampia, utilizzo superficiale<\/a>\n<\/li>\n<li><a href=\"#most-ai-use-is-collaboration-automation-stays-rare\">L'AI serve pi\u00f9 a collaborare che ad automatizzare<\/a>\n<\/li>\n<li><a href=\"#most-of-the-value-is-landing-at-home\">Il valore si concretizza soprattutto a casa<\/a>\n<\/li>\n<li><a href=\"#the-global-picture-a-widening-divide\">Il quadro globale: un divario che si allarga<\/a>\n<\/li>\n<li><a href=\"#where-the-depth-comes-from\">Da dove arriva la profondit\u00e0<\/a>\n<\/li><\/ul>\n\n\n<div style=\"height:100px\" aria-hidden=\"true\" class=\"wp-block-spacer\"><\/div>\n\n\n\n<p class=\"wp-block-paragraph\">La trasformazione avrebbe gi\u00e0 dovuto vedersi. Budget approvati, licenze distribuite a tutto il team, dashboard di adozione tutte verdi. Basta per\u00f2 guardare oltre le dashboard per accorgersi che gran parte della giornata lavorativa scorre ancora come dodici mesi fa.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">Adesso Google mette dei numeri concreti dietro questo scarto. Il suo primo <a href=\"https:\/\/blog.google\/innovation-and-ai\/technology\/research\/understanding-the-ai-economy\/\">report AI &amp; Economy ATLAS<\/a> (Activity, Task, Landscape and Adoption Study) analizza 15 milioni di interazioni deidentificate raccolte dall'app Gemini, da AI Mode e dalle API di Gemini, prodotti usati ogni mese da oltre un miliardo di persone. I dati coprono pi\u00f9 di 150 Paesi, 140 lingue, 800 professioni e 4.000 attivit\u00e0. \u00c8 la fotografia pubblica pi\u00f9 dettagliata di come le persone usano davvero l'AI, e il quadro che restituisce \u00e8 pi\u00f9 prudente di quanto lascino intendere i titoli.<\/p>\n\n\n\n<h2 id=\"adoption-is-wide-usage-is-thin\" class=\"wp-block-heading\"><strong>Adozione ampia, utilizzo superficiale<\/strong><\/h2>\n\n\n\n<p class=\"wp-block-paragraph\">Partiamo dalla diffusione. Oggi l'AI compare nel 68% delle professioni, che insieme valgono circa il 90% dell'occupazione statunitense. A livello di categorie professionali siamo quasi alla saturazione. Ma se si guarda dentro il singolo ruolo, il quadro cambia: in una mansione tipica l'AI copre appena il 21% delle attivit\u00e0. Lo strumento \u00e8 ovunque e svolge una minima parte del lavoro.<\/p>\n\n\n\n<figure class=\"wp-block-image size-full is-resized\"><img fetchpriority=\"high\" decoding=\"async\" width=\"1000\" height=\"1000\" src=\"https:\/\/neodatagroup.ai\/wp-content\/uploads\/2026\/09\/image-2.jpeg\" alt=\"\" class=\"wp-image-17712\" style=\"aspect-ratio:1;width:484px;height:auto\" srcset=\"https:\/\/neodatagroup.ai\/wp-content\/uploads\/2026\/09\/image-2.jpeg 1000w, https:\/\/neodatagroup.ai\/wp-content\/uploads\/2026\/09\/image-2-300x300.jpeg 300w, https:\/\/neodatagroup.ai\/wp-content\/uploads\/2026\/09\/image-2-150x150.jpeg 150w, https:\/\/neodatagroup.ai\/wp-content\/uploads\/2026\/09\/image-2-768x768.jpeg 768w, https:\/\/neodatagroup.ai\/wp-content\/uploads\/2026\/09\/image-2-12x12.jpeg 12w\" sizes=\"(max-width: 1000px) 100vw, 1000px\" \/><\/figure>\n\n\n\n<p class=\"wp-block-paragraph\">La lettura per professione lo conferma. Persino nell'ambito informatico e matematico, il pi\u00f9 ricco di AI nell'intero campione, lo strumento arriva a meno della met\u00e0 delle attivit\u00e0. Tutte le altre categorie stanno pi\u00f9 in basso, e la quota di lavoro del tutto automatizzato resta una striscia sottile a sinistra di ogni barra.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">L'adozione, insomma, si \u00e8 allargata senza approfondirsi. \u00c8 la tensione di fondo del report, quella su cui conviene ragionare se si \u00e8 responsabili del ritorno di un investimento in AI.<\/p>\n\n\n\n<h2 id=\"most-ai-use-is-collaboration-automation-stays-rare\" class=\"wp-block-heading\"><strong>L'AI serve pi\u00f9 a collaborare che ad automatizzare<\/strong><\/h2>\n\n\n\n<p class=\"wp-block-paragraph\">Resta da capire cosa fanno le persone con l'AI, una volta che la aprono. E qui la narrazione dell'automazione vacilla. Nel lavoro cognitivo non di routine, meno di un'interazione su dieci mira ad automatizzare un'attivit\u00e0 dall'inizio alla fine. Prevale l'uso collaborativo: generare idee, impostare strategie, cercare informazioni, imparare mentre si lavora.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">Anche il tipo di lavoro \u00e8 sbilanciato. ATLAS mette a confronto tre distribuzioni:&nbsp;<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li>le attivit\u00e0 dell'intera economia, come base di riferimento<\/li>\n\n\n\n<li>le attivit\u00e0 che le persone portano all'AI&nbsp;<\/li>\n\n\n\n<li>le conversazioni con l'AI effettivamente registrate<\/li>\n<\/ul>\n\n\n\n<p class=\"wp-block-paragraph\">Il lavoro cognitivo non di routine (strategia, analisi, progettazione creativa) pesa circa un terzo dell'economia, ma quasi due terzi delle conversazioni con l'AI. Il lavoro manuale, di routine e non, sparisce quasi del tutto dalla colonna dell'AI.<\/p>\n\n\n\n<figure class=\"wp-block-image aligncenter size-full is-resized\"><img decoding=\"async\" width=\"1000\" height=\"1000\" src=\"https:\/\/neodatagroup.ai\/wp-content\/uploads\/2026\/09\/image-5.jpeg\" alt=\"\" class=\"wp-image-17735\" style=\"aspect-ratio:1;width:534px;height:auto\" srcset=\"https:\/\/neodatagroup.ai\/wp-content\/uploads\/2026\/09\/image-5.jpeg 1000w, https:\/\/neodatagroup.ai\/wp-content\/uploads\/2026\/09\/image-5-150x150.jpeg 150w, https:\/\/neodatagroup.ai\/wp-content\/uploads\/2026\/09\/image-5-300x300.jpeg 300w, https:\/\/neodatagroup.ai\/wp-content\/uploads\/2026\/09\/image-5-12x12.jpeg 12w, https:\/\/neodatagroup.ai\/wp-content\/uploads\/2026\/09\/image-5-768x768.jpeg 768w\" sizes=\"(max-width: 1000px) 100vw, 1000px\" \/><\/figure>\n\n\n\n<p class=\"wp-block-paragraph\">Sul lavoro manuale per\u00f2 c'\u00e8 un'eccezione che merita attenzione. L'uso dell'AI non si ferma alla scrivania. Tecnici auto e meccanici industriali usano l'AI conversazionale come assistente diagnostico in tempo reale, e quando lo fanno ricorrono con frequenza doppia agli strumenti multimodali, quelli capaci di leggere immagini e video. I volumi sono pi\u00f9 bassi rispetto al lavoro della conoscenza, ma la tendenza \u00e8 indicativa.<\/p>\n\n\n\n<h2 id=\"most-of-the-value-is-landing-at-home\" class=\"wp-block-heading\"><strong>Il valore si concretizza soprattutto a casa<\/strong><\/h2>\n\n\n\n<p class=\"wp-block-paragraph\">C'\u00e8 un dato che le statistiche economiche tradizionali faticheranno a cogliere: oltre l'86% delle interazioni rilevate da ATLAS avviene fuori dal lavoro. Scomponendo le conversazioni extra-lavorative, in testa ci sono socialit\u00e0 e tempo libero con il 30,6%, seguiti da formazione al 24,0% e attivit\u00e0 domestiche al 12,7%.<\/p>\n\n\n\n<figure class=\"wp-block-image size-full is-resized\"><img decoding=\"async\" width=\"1000\" height=\"1000\" src=\"https:\/\/neodatagroup.ai\/wp-content\/uploads\/2026\/09\/image-4.jpeg\" alt=\"\" class=\"wp-image-17714\" style=\"aspect-ratio:1;width:498px;height:auto\" srcset=\"https:\/\/neodatagroup.ai\/wp-content\/uploads\/2026\/09\/image-4.jpeg 1000w, https:\/\/neodatagroup.ai\/wp-content\/uploads\/2026\/09\/image-4-150x150.jpeg 150w, https:\/\/neodatagroup.ai\/wp-content\/uploads\/2026\/09\/image-4-300x300.jpeg 300w, https:\/\/neodatagroup.ai\/wp-content\/uploads\/2026\/09\/image-4-12x12.jpeg 12w, https:\/\/neodatagroup.ai\/wp-content\/uploads\/2026\/09\/image-4-768x768.jpeg 768w\" sizes=\"(max-width: 1000px) 100vw, 1000px\" \/><\/figure>\n\n\n\n<p class=\"wp-block-paragraph\">Dentro questo blocco extra-lavorativo si nasconde una categoria che dovrebbe interessare chiunque lavori con i dati pubblici. Le persone si rivolgono all'AI per le pratiche amministrative pi\u00f9 ostiche, da sempre faticose da sbrigare. Nell'area della pubblica amministrazione e dei servizi civici, licenze, multe, tariffe e tasse valgono il 40,1% dell'attivit\u00e0, davanti alla partecipazione civica (26%) e ai servizi pubblici generali (16,5%).<\/p>\n\n\n\n<figure class=\"wp-block-image size-full is-resized\"><img loading=\"lazy\" decoding=\"async\" width=\"1000\" height=\"1000\" src=\"https:\/\/neodatagroup.ai\/wp-content\/uploads\/2026\/09\/image-1.jpeg\" alt=\"\" class=\"wp-image-17713\" style=\"aspect-ratio:1;width:529px;height:auto\" srcset=\"https:\/\/neodatagroup.ai\/wp-content\/uploads\/2026\/09\/image-1.jpeg 1000w, https:\/\/neodatagroup.ai\/wp-content\/uploads\/2026\/09\/image-1-150x150.jpeg 150w, https:\/\/neodatagroup.ai\/wp-content\/uploads\/2026\/09\/image-1-768x768.jpeg 768w, https:\/\/neodatagroup.ai\/wp-content\/uploads\/2026\/09\/image-1-300x300.jpeg 300w, https:\/\/neodatagroup.ai\/wp-content\/uploads\/2026\/09\/image-1-12x12.jpeg 12w\" sizes=\"(max-width: 1000px) 100vw, 1000px\" \/><\/figure>\n\n\n\n<p class=\"wp-block-paragraph\">Sono proprio gli ambiti in cui l'informazione pubblica esiste, ma resta sepolta dietro interfacce ostili e documentazione fitta. Qui l'AI diventa lo strato che finalmente la rende accessibile.<\/p>\n\n\n\n<h2 id=\"the-global-picture-a-widening-divide\" class=\"wp-block-heading\"><strong>Il quadro globale: un divario che si allarga<\/strong><\/h2>\n\n\n\n<p class=\"wp-block-paragraph\">L'ultimo dato suona come un campanello d'allarme. L'AI \u00e8 arrivata in oltre 150 Paesi, il 99% della popolazione mondiale, ma la sua diffusione \u00e8 tutt'altro che uniforme. Ordinando i Paesi per utilizzo pro capite, le due fasce pi\u00f9 basse raccolgono il 64% della popolazione e generano il 29% dell'uso. Le due fasce pi\u00f9 alte contano il 24% della popolazione e generano il 56%. L'adozione segue la ricchezza, con il rischio che il divario si cristallizzi in un nuovo digital divide.<\/p>\n\n\n\n<figure class=\"wp-block-image size-full is-resized\"><img loading=\"lazy\" decoding=\"async\" width=\"1000\" height=\"1000\" src=\"https:\/\/neodatagroup.ai\/wp-content\/uploads\/2026\/09\/image-3.jpeg\" alt=\"\" class=\"wp-image-17715\" style=\"aspect-ratio:1;width:593px;height:auto\" srcset=\"https:\/\/neodatagroup.ai\/wp-content\/uploads\/2026\/09\/image-3.jpeg 1000w, https:\/\/neodatagroup.ai\/wp-content\/uploads\/2026\/09\/image-3-768x768.jpeg 768w, https:\/\/neodatagroup.ai\/wp-content\/uploads\/2026\/09\/image-3-300x300.jpeg 300w, https:\/\/neodatagroup.ai\/wp-content\/uploads\/2026\/09\/image-3-150x150.jpeg 150w, https:\/\/neodatagroup.ai\/wp-content\/uploads\/2026\/09\/image-3-12x12.jpeg 12w\" sizes=\"(max-width: 1000px) 100vw, 1000px\" \/><\/figure>\n\n\n\n<p class=\"wp-block-paragraph\">Un discorso simile vale per la lingua. L'inglese copre solo circa un terzo delle conversazioni AI nel mondo, e le persone non rinunciano alla lingua madre quando il compito si fa complesso. Per chi sviluppa o vende AI in Europa \u00e8 un vincolo progettuale concreto: uno strumento pensato di default in inglese taglia fuori, in silenzio, buona parte dei suoi utenti potenziali.<\/p>\n\n\n\n<h2 id=\"where-the-depth-comes-from\" class=\"wp-block-heading\"><strong>Da dove arriva la profondit\u00e0<\/strong><\/h2>\n\n\n\n<p class=\"wp-block-paragraph\">Lette insieme, le cifre di ATLAS raccontano un mercato che ha adottato l'AI in superficie e aspetta qualcosa che la porti pi\u00f9 a fondo. L'utilizzo si ferma al 21% delle attivit\u00e0 per un motivo strutturale: gli assistenti generalisti sono bravi con il lavoro generico, cos\u00ec le persone li usano per la parte comune della mansione e tornano ai vecchi metodi quando il compito diventa specifico e legato a un dataset preciso.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">Se vuoi capire dove un'AI verticale pu\u00f2 portare il tuo team oltre la superficie, il nostro team \u00e8 a disposizione per trovare un momento di confronto.<\/p>","protected":false},"excerpt":{"rendered":"<p>The transformation was supposed to have landed by now. Budgets were signed off, licences went out across the team, and the adoption dashboards turned green. Look past the dashboards, though, and most of the working day still runs the way it did a year ago. Google has now put hard numbers behind that gap. Its [&hellip;]<\/p>\n","protected":false},"author":4,"featured_media":17717,"comment_status":"closed","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"footnotes":""},"categories":[32],"tags":[],"class_list":["post-17711","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-news"],"yoast_head":"<!-- This site is optimized with the Yoast SEO plugin v27.8 - https:\/\/yoast.com\/product\/yoast-seo-wordpress\/ -->\n<title>The real AI economy, in numbers - Neodata Group<\/title>\n<meta name=\"robots\" content=\"index, follow, max-snippet:-1, max-image-preview:large, max-video-preview:-1\" \/>\n<link rel=\"canonical\" href=\"https:\/\/neodatagroup.ai\/it\/the-real-ai-economy-in-numbers\/\" \/>\n<meta property=\"og:locale\" content=\"it_IT\" \/>\n<meta property=\"og:type\" content=\"article\" \/>\n<meta property=\"og:title\" content=\"The real AI economy, in numbers - Neodata Group\" \/>\n<meta property=\"og:description\" content=\"The transformation was supposed to have landed by now. Budgets were signed off, licences went out across the team, and the adoption dashboards turned green. Look past the dashboards, though, and most of the working day still runs the way it did a year ago. Google has now put hard numbers behind that gap. 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