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profili per chi lavora con l'AI: cosa cambia con la nuova norma UNI 11621‑8","\u003Ch1>\u003Cstrong>12 profili per chi lavora con l’AI: cosa cambia con la nuova \u003Cspan class=\"text-color-primary-400\">norma UNI 11621‑8\u003C/span>\u003C/strong>\u003C/h1>\n","Perché questa norma ti riguarda (anche se non sei un giurista) Il boom dell’intelligenza artificiale ha portato con sé un paradosso: più cresce la domanda di professionisti AI, più i ruoli si confondono. Job title come AI Specialist, Machine Learning Expert o AI Strategist spuntano ovunque, ma ognuno significa qualcosa di diverso a seconda dell’azienda […]",28956,"22 Maggio 2026",{"url":826,"width":827,"height":828,"alt":54},"https://website-prod.datamasters.it/wp-content/uploads/2026/05/ChatGPT-Image-May-20-2026-06_44_11-PM.png",1448,1086,[830,834,858,860],{"block_layout":831,"classes":832,"text":833},"simple_text","above-the-fold","\u003Ch2>\u003Cstrong>Perché questa norma ti riguarda (anche se non sei un giurista)\u003C/strong>\u003C/h2>\n\u003Cp class=\"font-size-body-1\">\u003Cspan style=\"font-weight: 400;\">Il boom dell’\u003C/span>\u003Cb>intelligenza artificiale\u003C/b>\u003Cspan style=\"font-weight: 400;\"> ha portato con sé un paradosso: più cresce la domanda di \u003C/span>\u003Cb>professionisti AI\u003C/b>\u003Cspan style=\"font-weight: 400;\">, più i \u003C/span>\u003Cb>ruoli\u003C/b>\u003Cspan style=\"font-weight: 400;\"> si confondono. Job title come \u003C/span>\u003Ci>\u003Cspan style=\"font-weight: 400;\">AI Specialist\u003C/span>\u003C/i>\u003Cspan style=\"font-weight: 400;\">, \u003C/span>\u003Ci>\u003Cspan style=\"font-weight: 400;\">Machine Learning Expert\u003C/span>\u003C/i>\u003Cspan style=\"font-weight: 400;\"> o \u003C/span>\u003Ci>\u003Cspan style=\"font-weight: 400;\">AI Strategist\u003C/span>\u003C/i>\u003Cspan style=\"font-weight: 400;\"> spuntano ovunque, ma ognuno significa qualcosa di diverso a seconda dell’azienda in cui lavori.\u003C/span>\u003C/p>\n\u003Cp class=\"font-size-body-1\">\n\u003Cp class=\"font-size-body-1\">\u003Cspan style=\"font-weight: 400;\">Risultato? Chi assume non sa bene cosa chiedere e chi cerca \u003C/span>\u003Cb>lavoro nell’AI\u003C/b>\u003Cspan style=\"font-weight: 400;\"> non sa come posizionarsi.\u003C/span>\u003C/p>\n\u003Cp class=\"font-size-body-1\">\n\u003Cp class=\"font-size-body-1\">\u003Cspan style=\"font-weight: 400;\">Dal 30 aprile 2026 esiste uno strumento che prova a mettere ordine: la \u003C/span>\u003Cb>norma UNI 11621‑8\u003C/b>\u003Cspan style=\"font-weight: 400;\">, elaborata con il coordinamento del Dipartimento per la trasformazione digitale, che descrive ufficialmente \u003C/span>\u003Cb>12 profili professionali per l’intelligenza artificiale\u003C/b>\u003Cspan style=\"font-weight: 400;\">. In questo articolo vediamo, in modo semplice, cosa sono, a cosa servono e come puoi usarli già da domani.\u003C/span>\u003C/p>\n\u003Cp> \u003C/p>\n\u003Ch2>\u003Cstrong>Cos’è la UNI 11621‑8, in parole semplici\u003C/strong>\u003C/h2>\n\u003Cp class=\"font-size-body-1\">\u003Cspan class=\"text-color-black\">\u003Cspan style=\"font-weight: 400;\">UNI è l’Ente Italiano di Normazione, pubblica standard tecnici su tutto, dalle costruzioni alla sicurezza alimentare. Con la \u003C/span>\u003Cb>norma UNI 11621‑8:2026\u003C/b>\u003Cspan style=\"font-weight: 400;\"> ha fatto la stessa cosa per i \u003C/span>\u003Cb>ruoli AI\u003C/b>\u003Cspan style=\"font-weight: 400;\">, ossia, ha definito \u003C/span>\u003Cb>12 profili professionali\u003C/b>\u003Cspan style=\"font-weight: 400;\">, ognuno con missione, attività tipiche, competenze richieste e indicatori di performance (KPI).\u003C/span>\u003C/span>\u003C/p>\n\u003Ch3>\u003Cstrong>Il legame con le regole europee e italiane sull’AI\u003C/strong>\u003C/h3>\n\u003Cp class=\"font-size-body-1\">\u003Cspan class=\"text-color-black\">\u003Cspan style=\"font-weight: 400;\">Questo standard non è nato per caso. L’Europa ha approvato il \u003C/span>\u003Ca href=\"https://datamasters.it/blog/ai-act-obblighi-opportunita-aziende/\" target=\"_blank\" rel=\"noopener\">\u003Cb>Regolamento AI Act\u003C/b>\u003C/a>\u003Cspan style=\"font-weight: 400;\"> (2024/1689), che obbliga chi sviluppa e gestisce \u003C/span>\u003Cb>sistemi di intelligenza artificiale\u003C/b>\u003Cspan style=\"font-weight: 400;\"> a dimostrare di avere le competenze adeguate. L’Italia ha recepito quei principi con la \u003C/span>\u003Cb>Legge 132/2025\u003C/b>\u003Cspan style=\"font-weight: 400;\">, che promuove \u003C/span>\u003Cb>formazione\u003C/b>\u003Cspan style=\"font-weight: 400;\"> e \u003C/span>\u003Cb>certificazione delle competenze AI\u003C/b>\u003Cspan style=\"font-weight: 400;\">.\u003C/span>\u003C/span>\u003C/p>\n\u003Cp class=\"font-size-body-1\">\n\u003Cp class=\"font-size-body-1\">\u003Cspan class=\"text-color-black\">\u003Cspan style=\"font-weight: 400;\">La \u003C/span>\u003Cb>UNI 11621‑8\u003C/b>\u003Cspan style=\"font-weight: 400;\"> è, in pratica, il traduttore che prende le \u003C/span>\u003Cb>regole sull’AI\u003C/b>\u003Cspan style=\"font-weight: 400;\"> della normativa e le trasforma in \u003C/span>\u003Cb>ruoli concreti\u003C/b>\u003Cspan style=\"font-weight: 400;\">, con persone e responsabilità specifiche.\u003C/span>\u003C/span>\u003C/p>\n\u003Ch2>\u003Cstrong>I 12 profili AI: una mappa, non un elenco infinito\u003C/strong>\u003C/h2>\n\u003Cp class=\"font-size-body-1\">\u003Cspan class=\"text-color-black\">\u003Cspan style=\"font-weight: 400;\">Prima di entrare nei dettagli, è utile vedere i \u003C/span>\u003Cb>12 profili\u003C/b>\u003Cspan style=\"font-weight: 400;\"> dall’alto, dividendoli in quattro macro‑aree:\u003C/span>\u003C/span>\u003C/p>\n\u003Cul class=\"font-size-body-1\">\n\u003Cli style=\"font-weight: 400;\" aria-level=\"1\">\u003Cspan class=\"text-color-black\">\u003Cb>Strategia e governance AI\u003C/b>\u003Cspan style=\"font-weight: 400;\"> – Chi decide la direzione, gestisce rischi e collega \u003C/span>\u003Cb>AI\u003C/b>\u003Cspan style=\"font-weight: 400;\"> e obiettivi di business.\u003C/span>\u003C/span>\u003C/li>\n\u003Cli style=\"font-weight: 400;\" aria-level=\"1\">\u003Cspan class=\"text-color-black\">\u003Cb>Prodotto e soluzioni AI\u003C/b>\u003Cspan style=\"font-weight: 400;\"> – Chi progetta applicazioni AI e lavora tra tecnologia e bisogni concreti degli utenti.\u003C/span>\u003C/span>\u003C/li>\n\u003Cli style=\"font-weight: 400;\" aria-level=\"1\">\u003Cspan class=\"text-color-black\">\u003Cb>Modelli e dati\u003C/b>\u003Cspan style=\"font-weight: 400;\"> – Chi costruisce gli algoritmi, addestra i \u003C/span>\u003Cb>modelli di machine learning\u003C/b>\u003Cspan style=\"font-weight: 400;\"> e prepara il “carburante” dell’AI, i dati.\u003C/span>\u003C/span>\u003C/li>\n\u003Cli style=\"font-weight: 400;\" aria-level=\"1\">\u003Cspan class=\"text-color-black\">\u003Cb>Sicurezza e ricerca\u003C/b>\u003Cspan style=\"font-weight: 400;\"> – Chi protegge i sistemi da abusi e rischi, e chi spinge la tecnologia più avanti.\u003C/span>\u003C/span>\u003C/li>\n\u003C/ul>\n",{"block_layout":835,"gutter_top":836,"gutter_bottom":836,"list":837,"h_align":857,"v_align":857},"cta_list","xl",[838],{"link":839,"config":841,"modal":845},{"title":840,"url":143,"target":54},"ISCRIVITI ALLA NEWSLETTER",{"variant":155,"theme":842,"size":843,"class":844},"theme-primary","size-default","iscritto-nl qs-link",{"api_url":846,"title":847,"text":848,"name_label":849,"name_placeholder":850,"surname_label":851,"surname_placeholder":852,"email_label":853,"email_placeholder":854,"privacy_text":855,"submit_text":856},"/wp-json/dm/v1/modal-form/26876","Iscriviti alla Newletter","\u003Cp>Ricevi direttamente sulla tua mail gli ultimi articoli pubblicati nella nostra sezione AI NEWS per rimanere sempre aggiornato e non perderti nessun contenuto.\u003C/p>\n","Nome","Inserisci il tuo nome","Cognome","Inserisci il tuo cognome","E-mail","Inserisci la tua e-mail","Dichiaro di aver letto l’informativa \u003Ca href=\"https://datamasters.it/privacy-policy/\" target=\"_blank\" rel=\"noopener\">privacy\u003C/a> e di prestare espresso consenso al \u003Ca href=\"https://datamasters.it/trattamento-dati/\" target=\"_blank\" rel=\"noopener\">trattamento dei dati\u003C/a> personali","ISCRIVITI ORA","center",{"block_layout":831,"text":859},"\u003Ch3>\u003Cstrong>Cinque profili chiave spiegati con esempi\u003C/strong>\u003C/h3>\n\u003Cp class=\"font-size-body-1\">\u003Cspan class=\"text-color-black\">\u003Cb>Chief AI Officer\u003C/b>\u003Cspan style=\"font-weight: 400;\"> – È la figura che collega l’\u003C/span>\u003Cb>AI\u003C/b>\u003Cspan style=\"font-weight: 400;\"> alla \u003C/span>\u003Cb>strategia aziendale\u003C/b>\u003Cspan style=\"font-weight: 400;\">. Decide su quali progetti investire, gestisce i rischi e si assicura che l’AI venga usata in modo responsabile. In un’azienda medio‑grande è il punto di riferimento per tutto ciò che riguarda l’\u003C/span>\u003Cb>intelligenza artificiale\u003C/b>\u003Cspan style=\"font-weight: 400;\">.\u003C/span>\u003C/span>\u003C/p>\n\u003Cp class=\"font-size-body-1\">\n\u003Cp class=\"font-size-body-1\">\u003Cspan class=\"text-color-black\">\u003Cb>AI Product Manager\u003C/b>\u003Cspan style=\"font-weight: 400;\"> – Parte da un problema reale (“i clienti abbandonano il carrello, possiamo usare l’AI per recuperarli?”) e coordina il team tecnico per costruire la soluzione. È il ponte tra chi ha il problema e chi lo risolve con la tecnologia, allineando \u003C/span>\u003Cb>business\u003C/b>\u003Cspan style=\"font-weight: 400;\"> e \u003C/span>\u003Cb>progetti AI\u003C/b>\u003Cspan style=\"font-weight: 400;\">.\u003C/span>\u003C/span>\u003C/p>\n\u003Cp class=\"font-size-body-1\">\n\u003Cp class=\"font-size-body-1\">\u003Cspan class=\"text-color-black\">\u003Cb>AI Prompt Engineer\u003C/b>\u003Cspan style=\"font-weight: 400;\"> – Sa “parlare” con i \u003C/span>\u003Cb>modelli generativi\u003C/b>\u003Cspan style=\"font-weight: 400;\"> come GPT o Gemini per ottenere output utili e affidabili. Non si tratta solo di scrivere frasi, ma un lavoro che richiede di capire come ragionano i modelli, come strutturare le istruzioni e come testare i risultati in modo sistematico ed utilizzare correttamente le svariate tecniche di \u003C/span>\u003Ca href=\"https://datamasters.it/catalogo/corsi/ai-prompt-engineering/\">\u003Cspan style=\"font-weight: 400;\">prompt engineering\u003C/span>\u003C/a>\u003Cspan style=\"font-weight: 400;\">.\u003C/span>\u003C/span>\u003C/p>\n\u003Cp class=\"font-size-body-1\">\n\u003Cp class=\"font-size-body-1\">\u003Cspan class=\"text-color-black\">\u003Cb>AI Data Engineer / Data Scientist\u003C/b>\u003Cspan style=\"font-weight: 400;\"> – Il \u003C/span>\u003Cb>Data Engineer\u003C/b>\u003Cspan style=\"font-weight: 400;\"> costruisce le \u003C/span>\u003Cb>pipeline dati\u003C/b>\u003Cspan style=\"font-weight: 400;\"> che raccolgono, puliscono e organizzano i dati, il \u003C/span>\u003Ca href=\"https://datamasters.it/blog/come-diventare-data-scientist-tutto-quello-che-devi-sapere/\">\u003Cb>Data Scientist\u003C/b>\u003C/a>\u003Cspan style=\"font-weight: 400;\"> li analizza per estrarre insight e costruire \u003C/span>\u003Cb>modelli predittivi\u003C/b>\u003Cspan style=\"font-weight: 400;\">. Sono i ruoli che si occupano di tutti quei dati senza cui nessun \u003C/span>\u003Cb>sistema AI\u003C/b>\u003Cspan style=\"font-weight: 400;\"> funziona davvero.\u003C/span>\u003C/span>\u003C/p>\n\u003Cp class=\"font-size-body-1\">\n\u003Cp class=\"font-size-body-1\">\u003Cspan class=\"text-color-black\">\u003Cb>AI Security Specialist\u003C/b>\u003Cspan style=\"font-weight: 400;\"> – Si occupa di \u003C/span>\u003Ca href=\"https://datamasters.it/blog/ai-security-come-proteggere-llm-ed-agenti-ai/\">\u003Cb>sicurezza dell’AI\u003C/b>\u003C/a>\u003Cspan style=\"font-weight: 400;\">, proteggendo i sistemi da attacchi, manipolazioni e usi impropri. Un esempio pratico: impedire che un modello venga “ingannato” con input malevoli per produrre output pericolosi.\u003C/span>\u003C/span>\u003C/p>\n\u003Ch3>\u003Cstrong>I 12 profili a colpo d’occhio\u003C/strong>\u003C/h3>\n\u003Ctable>\n\u003Cthead>\n\u003Ctr>\n\u003Cth class=\"font-size-body-1\">\u003Cspan class=\"text-color-black\">\u003Cb>Profilo\u003C/b>\u003C/span>\u003C/th>\n\u003Cth class=\"font-size-body-1\">\u003Cspan class=\"text-color-black\">\u003Cb>Cosa fa in breve\u003C/b>\u003C/span>\u003C/th>\n\u003C/tr>\n\u003C/thead>\n\u003Ctbody>\n\u003Ctr>\n\u003Ctd class=\"font-size-body-1\">\u003Cspan class=\"text-color-black\">\u003Cb>Chief AI Officer\u003C/b>\u003C/span>\u003C/td>\n\u003Ctd class=\"font-size-body-1\">\u003Cspan class=\"text-color-black\">\u003Cspan style=\"font-weight: 400;\">Strategia \u003C/span>\u003Cb>AI\u003C/b>\u003Cspan style=\"font-weight: 400;\"> e governance aziendale\u003C/span>\u003C/span>\u003C/td>\n\u003C/tr>\n\u003Ctr>\n\u003Ctd class=\"font-size-body-1\">\u003Cspan class=\"text-color-black\">\u003Cb>AI Consultant\u003C/b>\u003C/span>\u003C/td>\n\u003Ctd class=\"font-size-body-1\">\u003Cspan class=\"text-color-black\">\u003Cspan style=\"font-weight: 400;\">Consiglia aziende e PA su adozione e uso dell’\u003C/span>\u003Cb>AI\u003C/b>\u003C/span>\u003C/td>\n\u003C/tr>\n\u003Ctr>\n\u003Ctd class=\"font-size-body-1\">\u003Cspan class=\"text-color-black\">\u003Cb>AI Product Manager\u003C/b>\u003C/span>\u003C/td>\n\u003Ctd class=\"font-size-body-1\">\u003Cspan class=\"text-color-black\">\u003Cspan style=\"font-weight: 400;\">Progetta prodotti e \u003C/span>\u003Cb>soluzioni AI\u003C/b>\u003C/span>\u003C/td>\n\u003C/tr>\n\u003Ctr>\n\u003Ctd class=\"font-size-body-1\">\u003Cspan class=\"text-color-black\">\u003Cb>AI Prompt Engineer\u003C/b>\u003C/span>\u003C/td>\n\u003Ctd class=\"font-size-body-1\">\u003Cspan class=\"text-color-black\">\u003Cspan style=\"font-weight: 400;\">Ottimizza l’interazione con \u003C/span>\u003Cb>modelli generativi\u003C/b>\u003C/span>\u003C/td>\n\u003C/tr>\n\u003Ctr>\n\u003Ctd class=\"font-size-body-1\">\u003Cspan class=\"text-color-black\">\u003Cb>AI Algorithm Engineer\u003C/b>\u003C/span>\u003C/td>\n\u003Ctd class=\"font-size-body-1\">\u003Cspan class=\"text-color-black\" style=\"font-weight: 400;\">Sviluppa algoritmi e metodi computazionali\u003C/span>\u003C/td>\n\u003C/tr>\n\u003Ctr>\n\u003Ctd class=\"font-size-body-1\">\u003Cspan class=\"text-color-black\">\u003Cb>AI ML Engineer\u003C/b>\u003C/span>\u003C/td>\n\u003Ctd class=\"font-size-body-1\">\u003Cspan class=\"text-color-black\">\u003Cspan style=\"font-weight: 400;\">Costruisce e addestra \u003C/span>\u003Cb>modelli di machine learning\u003C/b>\u003C/span>\u003C/td>\n\u003C/tr>\n\u003Ctr>\n\u003Ctd class=\"font-size-body-1\">\u003Cspan class=\"text-color-black\">\u003Cb>AI Deep Learning Engineer\u003C/b>\u003C/span>\u003C/td>\n\u003Ctd class=\"font-size-body-1\">\u003Cspan class=\"text-color-black\" style=\"font-weight: 400;\">Sviluppa reti neurali e architetture avanzate\u003C/span>\u003C/td>\n\u003C/tr>\n\u003Ctr>\n\u003Ctd class=\"font-size-body-1\">\u003Cspan class=\"text-color-black\">\u003Cb>AI Data Engineer\u003C/b>\u003C/span>\u003C/td>\n\u003Ctd class=\"font-size-body-1\">\u003Cspan class=\"text-color-black\">\u003Cspan style=\"font-weight: 400;\">Costruisce pipeline e infrastrutture \u003C/span>\u003Cb>dati\u003C/b>\u003C/span>\u003C/td>\n\u003C/tr>\n\u003Ctr>\n\u003Ctd class=\"font-size-body-1\">\u003Cspan class=\"text-color-black\">\u003Cb>AI Data Scientist\u003C/b>\u003C/span>\u003C/td>\n\u003Ctd class=\"font-size-body-1\">\u003Cspan class=\"text-color-black\" style=\"font-weight: 400;\">Analizza dati ed estrae insight predittivi\u003C/span>\u003C/td>\n\u003C/tr>\n\u003Ctr>\n\u003Ctd class=\"font-size-body-1\">\u003Cspan class=\"text-color-black\">\u003Cb>AI Security Specialist\u003C/b>\u003C/span>\u003C/td>\n\u003Ctd class=\"font-size-body-1\">\u003Cspan class=\"text-color-black\">\u003Cspan style=\"font-weight: 400;\">Protegge sistemi \u003C/span>\u003Cb>AI\u003C/b>\u003Cspan style=\"font-weight: 400;\"> da rischi e attacchi\u003C/span>\u003C/span>\u003C/td>\n\u003C/tr>\n\u003Ctr>\n\u003Ctd class=\"font-size-body-1\">\u003Cspan class=\"text-color-black\">\u003Cb>AI NLP Engineer\u003C/b>\u003C/span>\u003C/td>\n\u003Ctd class=\"font-size-body-1\">\u003Cspan class=\"text-color-black\">\u003Cspan style=\"font-weight: 400;\">Sviluppa sistemi per il \u003C/span>\u003Cb>linguaggio naturale\u003C/b>\u003C/span>\u003C/td>\n\u003C/tr>\n\u003Ctr>\n\u003Ctd class=\"font-size-body-1\">\u003Cspan class=\"text-color-black\">\u003Cb>AI Research Scientist\u003C/b>\u003C/span>\u003C/td>\n\u003Ctd class=\"font-size-body-1\">\u003Cspan class=\"text-color-black\">\u003Cspan style=\"font-weight: 400;\">Conduce ricerca su nuove tecniche e modelli \u003C/span>\u003Cb>AI\u003C/b>\u003C/span>\u003C/td>\n\u003C/tr>\n\u003C/tbody>\n\u003C/table>\n\u003Cp> \u003C/p>\n\u003Ch2>\u003Cstrong>Cosa cambia per chi lavora (o vuole lavorare) con l’AI\u003C/strong>\u003C/h2>\n\u003Ch3>\u003Cstrong>Se sei un professionista individuale\u003C/strong>\u003C/h3>\n\u003Cp>\u003Cspan style=\"font-weight: 400;\">La norma ti offre un \u003C/span>\u003Cb>vocabolario condiviso\u003C/b>\u003Cspan style=\"font-weight: 400;\"> per raccontare quello che fai. Puoi usare i \u003C/span>\u003Cb>profili UNI 11621‑8\u003C/b>\u003Cspan style=\"font-weight: 400;\"> per rileggere il tuo \u003C/span>\u003Cb>CV\u003C/b>\u003Cspan style=\"font-weight: 400;\"> e allineare la descrizione del tuo ruolo a uno \u003C/span>\u003Cb>standard riconosciuto\u003C/b>\u003Cspan style=\"font-weight: 400;\">, rendendo il tuo profilo \u003C/span>\u003Cb>LinkedIn\u003C/b>\u003Cspan style=\"font-weight: 400;\"> più leggibile per recruiter e aziende. Puoi anche usarla come \u003C/span>\u003Cb>mappa formativa\u003C/b>\u003Cspan style=\"font-weight: 400;\"> per identificare il profilo verso cui vuoi crescere e usare le competenze elencate come lista di obiettivi concreti per i tuoi prossimi corsi e progetti. \u003C/span>\u003C/p>\n\u003Ch3>\u003Cstrong>Se gestisci un team o assumi persone\u003C/strong>\u003C/h3>\n\u003Cp class=\"font-size-body-1\">\u003Cspan class=\"text-color-black\">\u003Cspan style=\"font-weight: 400;\">I \u003C/span>\u003Cb>12 profili AI\u003C/b>\u003Cspan style=\"font-weight: 400;\"> ti aiutano a scrivere \u003C/span>\u003Cb>job description\u003C/b>\u003Cspan style=\"font-weight: 400;\"> più precise e meno vaghe, riducendo il rischio di ricevere candidature fuori target. Puoi \u003C/span>\u003Cb>mappare il tuo team\u003C/b>\u003Cspan style=\"font-weight: 400;\"> attuale: quali profili hai già coperti? Dove ci sono buchi? Dove ci sono sovrapposizioni che creano confusione? \u003C/span>\u003C/span>\u003C/p>\n\u003Cp class=\"font-size-body-1\">\n\u003Cp class=\"font-size-body-1\">\u003Cspan class=\"text-color-black\">\u003Cspan style=\"font-weight: 400;\">Nei \u003C/span>\u003Cb>progetti AI\u003C/b>\u003Cspan style=\"font-weight: 400;\"> più delicati, come quelli in ambito sanità, credito o PA, avere ruoli chiari aiuta anche a dimostrare la \u003C/span>\u003Cb>competenza adeguata richiesta dall’AI Act\u003C/b>\u003Cspan style=\"font-weight: 400;\">. Per avere più contesto su quanto questa trasformazione sia già in corso, può esserti utile il nostro articolo su \u003C/span>\u003Ca href=\"https://datamasters.it/blog/agenti-ai-aziende/\" target=\"_blank\" rel=\"noopener\">\u003Cspan style=\"font-weight: 400;\">come usare l’AI in azienda.\u003C/span>\u003C/a>\u003C/span>\u003C/p>\n\u003Ch2>\u003Cstrong>Come usare da subito questi 12 profili\u003C/strong>\u003C/h2>\n\u003Cp class=\"font-size-body-1\">\u003Cspan class=\"text-color-black\" style=\"font-weight: 400;\">Tre micro‑esercizi pratici che puoi fare oggi, senza aspettare:\u003C/span>\u003C/p>\n\u003Cp class=\"font-size-body-1\">\n\u003Col class=\"font-size-body-1\">\n\u003Cli style=\"font-weight: 400;\" aria-level=\"1\">\u003Cspan class=\"text-color-black\">\u003Cb>Lo specchio\u003C/b>\u003Cspan style=\"font-weight: 400;\"> – Scegli il \u003C/span>\u003Cb>profilo AI\u003C/b>\u003Cspan style=\"font-weight: 400;\"> che ti rappresenta meglio e prova a riscrivere in 4–5 righe cosa fai ogni giorno usando il linguaggio di quel profilo. Se non riesci a farlo, probabilmente il tuo prossimo obiettivo formativo è già davanti a te.\u003C/span>\u003Cspan style=\"font-weight: 400;\">\n\u003Cp>\u003C/span>\u003C/span>\u003C/li>\n\u003Cli style=\"font-weight: 400;\" aria-level=\"1\">\u003Cspan class=\"text-color-black\">\u003Cb>La mappa del team\u003C/b>\u003Cspan style=\"font-weight: 400;\"> – Disegna su un foglio i ruoli del tuo team e assegna a ciascuno uno dei quattro macro‑gruppi (\u003C/span>\u003Cb>strategia\u003C/b>\u003Cspan style=\"font-weight: 400;\">, \u003C/span>\u003Cb>prodotto\u003C/b>\u003Cspan style=\"font-weight: 400;\">, \u003C/span>\u003Cb>modelli/dati\u003C/b>\u003Cspan style=\"font-weight: 400;\">, \u003C/span>\u003Cb>sicurezza\u003C/b>\u003Cspan style=\"font-weight: 400;\">). Se un’area è completamente vuota, hai già identificato una priorità su cui lavorare.\u003C/span>\u003Cspan style=\"font-weight: 400;\">\n\u003Cp>\u003C/span>\u003C/span>\u003C/li>\n\u003Cli style=\"font-weight: 400;\" aria-level=\"1\">\u003Cspan class=\"text-color-black\">\u003Cb>Il prossimo passo\u003C/b>\u003Cspan style=\"font-weight: 400;\"> – Scegli una competenza chiave del profilo che vuoi raggiungere e pianifica una prima azione concreta: un corso, un progetto personale, una \u003C/span>\u003Cb>certificazione\u003C/b>\u003Cspan style=\"font-weight: 400;\">. Se vuoi un punto di partenza, dai un’occhiata ai nostri \u003C/span>\u003Ca href=\"https://datamasters.it/percorsi-di-carriera/\" target=\"_blank\" rel=\"noopener\">\u003Cspan style=\"font-weight: 400;\">percorsi formativi per lavorare con dati e AI\u003C/span>\u003C/a>\u003Cspan style=\"font-weight: 400;\">.\u003C/span>\u003C/span>\u003C/li>\n\u003C/ol>\n\u003Ch2>\u003Cstrong>Meno confusione, più valore dai progetti AI\u003C/strong>\u003C/h2>\n\u003Cp class=\"font-size-body-1\">\u003Cspan class=\"text-color-black\">\u003Cspan style=\"font-weight: 400;\">La \u003C/span>\u003Cb>norma UNI 11621‑8\u003C/b>\u003Cspan style=\"font-weight: 400;\"> non è solo burocrazia, è anche una \u003C/span>\u003Cb>mappa dei ruoli AI\u003C/b>\u003Cspan style=\"font-weight: 400;\"> che finalmente dà nomi chiari a ruoli spesso confusi, stabilisce cosa ci si aspetta da ciascuna figura e fornisce un punto di riferimento comune per chi forma, chi assume e chi lavora nel settore \u003C/span>\u003Cb>intelligenza artificiale\u003C/b>\u003Cspan style=\"font-weight: 400;\">.\u003C/span>\u003C/span>\u003C/p>\n\u003Cp class=\"font-size-body-1\">\u003Cspan class=\"text-color-black\">\u003Cspan style=\"font-weight: 400;\">L’Italia è il primo paese in Europa ad averla pubblicata ed usarla bene, prima degli altri, è già un \u003C/span>\u003Cb>vantaggio competitivo\u003C/b>\u003Cspan style=\"font-weight: 400;\">.\u003C/span>\u003C/span>\u003C/p>\n",{"block_layout":861,"classes":862,"bg_color":863,"api_url":864,"text":865,"form":866},"newsletter_form","gutter-mt-xl","color-primary-50","/wp-json/dm/v1/newsletter","\u003Ch6>NEWSLETTER\u003C/h6>\n\u003Cp class=\"font-size-body-1\">Ricevi direttamente sulla tua mail gli ultimi articoli pubblicati nella nostra sezione AI NEWS per rimanere sempre aggiornato e non perderti nessun contenuto.\u003C/p>\n",{"name_label":849,"name_placeholder":850,"surname_label":851,"surname_placeholder":852,"email_label":853,"email_placeholder":854,"privacy_text":855,"submit_text":856,"confirm_message":867,"ac_list":868,"ac_tags":869},"Grazie per esserti iscritto alla nostra newsletter!\u003Cbr />\r\nOra riceverai direttamente nella tua casella di posta gli ultimi aggiornamenti dal mondo AI e Data Science per essere sempre al passo con le novità del settore.","d32af87c6f415f4b:7346256e3b3ec3050dc3e2092f326832beb61ab3:Lt0tOwfe2b4b2BzIlbRwzg==","71a1d92cf7eb4c63:1b8b2be7dac4a98937c47f99c72501b3c09ef008:9YqF3yBEZoptot/fLhAjYw==",{"first_name":871,"last_name":872,"avatar":873,"linkedin_url":888,"description":889},"Simone","Truglia",{"ID":874,"id":874,"title":875,"filename":876,"filesize":877,"url":878,"alt":784,"author":879,"description":54,"caption":54,"name":875,"status":880,"uploaded_to":881,"date":882,"modified":883,"menu_order":884,"mime_type":764,"type":885,"subtype":886,"width":887,"height":887},1330,"simone-truglia","simone-truglia-1.png",667231,"https://website-prod.datamasters.it/wp-content/uploads/2024/06/simone-truglia-1.png","7","inherit",1313,"2024-06-17 13:55:06","2024-06-17 13:56:20",0,"image","png",1080,"https://www.linkedin.com/in/simonetruglia/","\u003Cp>Simone è un \u003Cstrong>Ingegnere Informatico\u003C/strong> con specializzazione nei \u003Cb>sistemi automatici \u003C/b>e con una grande passione per la \u003Cb>matematica\u003C/b>, la \u003Cb>programmazione\u003C/b> e l’\u003Cb>intelligenza artificiale\u003C/b>. Ha lavorato con diverse aziende europee, aiutandole ad acquisire e ad estrarre il massimo valore dai principali dati a loro disposizione.\u003C/p>\n",[891,893],{"label":740,"link":892},"https://datamasters.it/blog/?tag=ai-act",{"label":742,"link":894},"https://datamasters.it/blog/?tag=ruoli-ai",[896,917,932,950,966,1002],{"id":897,"image":898,"raw_date":902,"date":903,"date_day":904,"date_month":905,"title":906,"excerpt":907,"url":908,"taxonomies":909,"is_webinar":525},28256,{"url":899,"width":900,"height":901,"alt":54},"https://website-prod.datamasters.it/wp-content/uploads/2026/01/alfabetizzazione-sull-intelligenza-artificiale-ai-literacy-e-l-innovazione.jpg",1014,677,"2026-02-17T13:13:53+01:00","17 Febbraio 2026","17","Feb","Alfabetizzazione sull'intelligenza artificiale: AI Literacy e l'innovazione","L’intelligenza artificiale è entrata nei flussi di lavoro quotidiani con una velocità sorprendente, tanto che la distanza tra sperimentazione e operatività è ormai minima. Oggi l’AI interviene nella scrittura di […]","https://datamasters.it/blog/alfabetizzazione-intelligenza-artificiale-aziende/",{"category":910,"tag":912},[911],"blog",[913,914,915,916],"ai","ai-act","ai-literacy","alfabetizzazione-ai",{"id":918,"image":919,"raw_date":921,"date":922,"date_day":923,"date_month":905,"title":924,"excerpt":925,"url":926,"taxonomies":927,"is_webinar":525},28191,{"url":920,"width":900,"height":901,"alt":54},"https://website-prod.datamasters.it/wp-content/uploads/2025/12/ai-act-obblighi-opportunita-aziende.jpg","2026-02-04T08:00:08+01:00","4 Febbraio 2026","04","AI Act: obblighi (e vantaggi) della sicurezza sull'uso dell'intelligenza artificiale per le aziende","Negli ultimi mesi il tema dell’alfabetizzazione sull’intelligenza artificiale è entrato con forza nel dibattito pubblico e aziendale. Non si tratta di una moda né di una nuova etichetta per indicare […]","https://datamasters.it/blog/ai-act-obblighi-opportunita-aziende/",{"category":928,"tag":929},[911],[914,930,931],"ai-per-il-business","ai-security",{"id":933,"image":934,"raw_date":938,"date":939,"date_day":940,"date_month":941,"title":942,"excerpt":943,"url":944,"taxonomies":945,"is_webinar":525},27610,{"url":935,"width":936,"height":937,"alt":54},"https://website-prod.datamasters.it/wp-content/uploads/2025/08/europe-eu-european-union-flag-internet-computer-keyboard.jpg",1600,1067,"2025-08-28T10:30:49+02:00","28 Agosto 2025","28","Ago","Nuove regole per l’intelligenza artificiale: focus sull’AI Act nel 2025","L’impatto dell’AI Act per aziende e sviluppatori A partire da agosto 2025, il regolamento ha superato una tappa fondamentale, attivando la sua architettura di governance e rendendo legalmente vincolanti obblighi […]","https://datamasters.it/blog/nuove-regole-per-lintelligenza-artificiale-focus-sullai-act-nel-2025/",{"category":946,"tag":947},[911],[914,948,949],"ai-risk","data-governance",{"id":951,"image":952,"raw_date":954,"date":955,"date_day":956,"date_month":957,"title":958,"excerpt":959,"url":960,"taxonomies":961,"is_webinar":525},27353,{"url":953,"width":900,"height":901,"alt":54},"https://website-prod.datamasters.it/wp-content/uploads/2025/07/cosa-e-intelligenza-artificiale-generativa.jpg","2025-07-22T10:47:12+02:00","22 Luglio 2025","22","Lug","Cos'è l'AGI: prospettive e rischi della super intelligenza artificiale","L’intelligenza artificiale generale, o AGI, rappresenta l’idea – e l’obiettivo – di creare sistemi capaci di apprendere, ragionare e adattarsi in modo autonomo, proprio come fa un essere umano. A […]","https://datamasters.it/blog/agi-intelligenza-artificiale-generale/",{"category":962,"tag":963},[911],[964,913,914,965],"agi","intelligenza-artificiale-generale",{"id":967,"image":968,"raw_date":990,"date":991,"date_day":992,"date_month":993,"title":994,"excerpt":995,"url":996,"taxonomies":997,"is_webinar":525},26893,{"ID":969,"id":969,"title":54,"filename":970,"filesize":971,"url":972,"link":973,"alt":54,"author":974,"description":54,"caption":54,"name":975,"status":880,"uploaded_to":967,"date":976,"modified":977,"menu_order":884,"mime_type":978,"type":885,"subtype":979,"icon":980,"width":887,"height":887,"sizes":981},27062,"cover-corso-ai-act-quadrata-24.06-1.jpg",402078,"https://website-prod.datamasters.it/wp-content/uploads/2025/05/cover-corso-ai-act-quadrata-24.06-1.jpg","https://website-prod.datamasters.it/blog/ai-act-perche-le-aziende-devono-conoscere-le-regole-del-gioco-per-guidare-davvero-linnovazione/cover-corso-ai-act-quadrata-24-06-2/","11","cover-corso-ai-act-quadrata-24-06-2","2025-06-13 16:01:36","2025-06-13 16:01:42","image/jpeg","jpeg","https://website-prod.datamasters.it/wp-includes/images/media/default.png",{"thumbnail":982,"thumbnail-width":983,"thumbnail-height":983,"medium":984,"medium-width":985,"medium-height":985,"medium_large":986,"medium_large-width":987,"medium_large-height":987,"large":988,"large-width":989,"large-height":989,"1536x1536":972,"1536x1536-width":887,"1536x1536-height":887,"2048x2048":972,"2048x2048-width":887,"2048x2048-height":887},"https://website-prod.datamasters.it/wp-content/uploads/2025/05/cover-corso-ai-act-quadrata-24.06-1-150x150.jpg",150,"https://website-prod.datamasters.it/wp-content/uploads/2025/05/cover-corso-ai-act-quadrata-24.06-1-300x300.jpg",300,"https://website-prod.datamasters.it/wp-content/uploads/2025/05/cover-corso-ai-act-quadrata-24.06-1-768x768.jpg",768,"https://website-prod.datamasters.it/wp-content/uploads/2025/05/cover-corso-ai-act-quadrata-24.06-1-1024x1024.jpg",1024,"2025-05-06T10:34:02+02:00","6 Maggio 2025","06","Mag","AI Act: perché le aziende devono conoscere le regole del gioco per guidare davvero l’innovazione","Con l’approvazione definitiva del Regolamento Europeo sull’Intelligenza Artificiale – l’AI Act, l’Unione Europea compie un passo unico a livello mondiale: è la prima al mondo ad aver definito un quadro […]","https://datamasters.it/blog/ai-act-perche-le-aziende-devono-conoscere-le-regole-del-gioco-per-guidare-davvero-linnovazione/",{"category":998,"tag":999},[911],[914,1000,948,1001],"ai-ethics","pierluigi-casale",{"id":1003,"image":1004,"raw_date":1006,"date":1007,"date_day":1008,"date_month":1009,"title":1010,"excerpt":1011,"url":1012,"taxonomies":1013,"is_webinar":525},26683,{"url":1005,"width":900,"height":901,"alt":54},"https://website-prod.datamasters.it/wp-content/uploads/2025/03/ai-act-cosa-cambia-d-ora-in-poi-per-imprese-cittadini-e-istituzioni.jpg","2025-03-13T09:00:05+01:00","13 Marzo 2025","13","Mar","AI Act: cosa cambia d'ora in poi per imprese, cittadini e istituzioni","L’Unione Europea ha deciso: è tempo di regolamentare l’Intelligenza Artificiale. Dopo anni di sviluppo incontrollato, con tecnologie sempre più avanzate e spesso difficili da comprendere fino in fondo, l’Europa ha […]","https://datamasters.it/blog/ai-act-cosa-cambia-per-imprese-cittadini-istituzioni/",{"category":1014,"tag":1015},[911],[913,914,1000],[1017],{"block_layout":1018,"gutter_top":1019,"gutter_bottom":1019,"bg_color":1020,"fg_color":172,"text":1021,"cta":1022,"small":525},"banner_icon_cta","xxl","color-primary-600","\u003Ch4 class=\"fw-semibold\" style=\"text-align: center;\">ISCRIVITI ED INIZIA\u003Cbr />\nAD IMPARARE SUBITO GRATIS\u003C/h4>\n\u003Cp class=\"font-size-body-1\" style=\"text-align: center;\">Accedi ora a risorse di apprendimento gratuite di alta qualità e trasforma le tue ambizioni\u003Cbr />\nin competenze concrete. Il tuo viaggio verso il successo inizia oggi!\u003C/p>\n",{"link":1023,"config":1025},{"title":113,"url":1024,"target":15},"https://datamasters.it/catalogo/?price=gratuito",{"variant":155,"theme":1026,"size":843},"theme-white",1779464249942]