{"id":38129,"date":"2025-05-08T08:35:16","date_gmt":"2025-05-08T07:35:16","guid":{"rendered":"https:\/\/www.irion-edm.com\/?p=38129"},"modified":"2025-05-08T08:35:18","modified_gmt":"2025-05-08T07:35:18","slug":"cose-e-come-funziona-laugmented-data-quality","status":"publish","type":"post","link":"https:\/\/www.irion-edm.com\/it\/data-management\/cose-e-come-funziona-laugmented-data-quality\/","title":{"rendered":"Che cos\u2019\u00e8 e come funziona l\u2019Augmented Data Quality?"},"content":{"rendered":"\n<p><span style=\"font-size: 14pt;\"><strong>L\u2019<a href=\"https:\/\/www.irion-edm.com\/it\/augmented-data-quality\/\">Augmented Data Quality<\/a> <span class=\"TextRun SCXW158125474 BCX0\" lang=\"IT-IT\" xml:lang=\"IT-IT\" data-contrast=\"auto\"><span class=\"NormalTextRun SCXW158125474 BCX0\">consiste nell&#8217;applicazione di\u00a0funzionalit\u00e0\u00a0avanzate per\u00a0automatizzare alcuni processi di\u00a0qualit\u00e0 dei dati (DQ)\u00a0con l\u2019ausilio\u00a0di\u00a0\u201cactive\u00a0metadata\u201d e di\u00a0tecnologie quali\u00a0l\u2019Artificial\u00a0Intelligence e\u00a0il Machine Learning.<\/span><\/span><\/strong><\/span><\/p>\n\n\n\n<p><span lang=\"IT-IT\" xml:lang=\"IT-IT\" data-contrast=\"auto\">Oggi gli specialisti dei dati affrontano sfide sempre pi\u00f9 complesse: volumi in crescita, data source sempre pi\u00f9 eterogenee e la necessit\u00e0 che il patrimonio informativo \u201cAI-ready\u201d. Queste esigenze hanno guidato Irion nello sviluppo di <a href=\"https:\/\/www.irion-edm.com\/it\/irion-daisy\/\">DAISY \u2013 Data Artificial Intelligence System.<\/a> E dal 2025 siamo l\u2019unica azienda italiana riconosciuta nel Magic Quadrant di Gartner per le <a href=\"https:\/\/www.irion-edm.com\/it\/gartner-magic-quadrant-2025-augmented-data-quality\/\">Augmented Data Quality Solutions (scarica il report)<\/a>.<\/span><\/p>\n\n\n\n<p><span lang=\"IT-IT\" xml:lang=\"IT-IT\" data-contrast=\"auto\">Ci sono molte attivit\u00e0 di DQ\u00a0che\u00a0possono\u00a0essere\u00a0automatizzate\u00a0come\u00a0ad esempio la\u00a0profilazione,\u00a0il matching dei dati,\u00a0la creazione automatica di link tra le entit\u00e0,\u00a0il\u00a0merging,\u00a0il\u00a0cleansing,\u00a0il\u00a0monitoraggio,\u00a0l\u2019allineamento automatico tra le regole di controllo di business e quelle IT, la\u00a0risoluzione\u00a0delle anomalie\u00a0o\u00a0delle segnalazioni di scarsa qualit\u00e0.\u00a0Governare i dati significa creare e mantenere le condizioni che consentono di disporre delle informazioni necessarie quando servono, garantendone la completezza e l\u2019accuratezza e quindi massimizzando i benefici derivanti dal loro impiego.\u00a0\u202fMa se le informazioni non sono affidabili? Se i dati sono errati, quali saranno le conseguenze per i processi decisionali?<\/span><\/p>\n\n\n\n<p><span class=\"TextRun SCXW181770529 BCX0\" lang=\"IT-IT\" xml:lang=\"IT-IT\" data-contrast=\"auto\"><span class=\"NormalTextRun SCXW181770529 BCX0\">L\u2019<\/span><\/span><strong><span class=\"NormalTextRun SCXW181770529 BCX0\"><span class=\"NormalTextRun SpellingErrorV2 SpellingErrorHighlight SCXW181770529 BCX0\">Augmented Data Quality<\/span><\/span><\/strong><span class=\"TextRun SCXW181770529 BCX0\" lang=\"IT-IT\" xml:lang=\"IT-IT\" data-contrast=\"auto\"><span class=\"NormalTextRun SCXW181770529 BCX0\">&nbsp;si pone l\u2019obiettivo di&nbsp;<\/span><\/span><strong><span class=\"NormalTextRun SCXW181770529 BCX0\"><span class=\"NormalTextRun SCXW181770529 BCX0\">garantire dati attendibili e di alta&nbsp;<\/span><\/span><\/strong><span class=\"TextRun SCXW181770529 BCX0\" lang=\"IT-IT\" xml:lang=\"IT-IT\" data-contrast=\"auto\"><span class=\"NormalTextRun SCXW181770529 BCX0\"><strong>qualit\u00e0<\/strong>, vitali alle organizzazioni, ma ha anche lo scopo di <\/span><\/span><strong><span class=\"NormalTextRun SCXW181770529 BCX0\"><span class=\"NormalTextRun SCXW181770529 BCX0\">ridurre i compiti manuali&nbsp;legati alle pratiche di DQ<\/span><\/span><\/strong><span class=\"TextRun SCXW181770529 BCX0\" lang=\"IT-IT\" xml:lang=\"IT-IT\" data-contrast=\"auto\"><span class=\"NormalTextRun SCXW181770529 BCX0\">,&nbsp;diminuendo&nbsp;l\u2019intervento umano <strong>a favore dell\u2019automatizzazione dei flussi<\/strong> di lavoro&nbsp;all\u2019interno dei processi <strong>con un conseguente risparmio&nbsp;<\/strong><\/span><\/span><strong><span class=\"NormalTextRun SCXW181770529 BCX0\"><span class=\"NormalTextRun SCXW181770529 BCX0\">di&nbsp;tempo&nbsp;e risorse<\/span><\/span><\/strong><span class=\"TextRun SCXW181770529 BCX0\" lang=\"IT-IT\" xml:lang=\"IT-IT\" data-contrast=\"auto\"><span class=\"NormalTextRun SCXW181770529 BCX0\">.<\/span><\/span><\/p>\n\n\n\n<h2 class=\"wp-block-heading\"> Come funziona l\u2019Augmented Data Quality?<\/h2>\n\n\n\n<p><strong>Le informazioni sono sempre state una risorsa fondamentale per le imprese.<\/strong>&nbsp;Ma se da una parte il loro valore \u00e8 sempre pi\u00f9 un fattore di vantaggio competitivo, dall\u2019altra la crescita esponenziale dei dati disponibili rende complesso individuare quelle utili in un dato momento e per un certo scopo, capirne l\u2019origine e la responsabilit\u00e0, verificarne l\u2019attendibilit\u00e0 e la freschezza, conoscere gli eventuali vincoli regolamentari e normativi cui deve conformarsi il loro impiego.&nbsp;&nbsp;<\/p>\n\n\n\n<p>In questo ecosistema,&nbsp;<strong>s<\/strong><strong>econdo Gartner&nbsp;l\u2019Augmented&nbsp;Data Quality&nbsp;\u00e8&nbsp;attivabile&nbsp;in tre&nbsp;\u201caree\u201d&nbsp;specifiche<\/strong>:&nbsp;<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li><strong>Discovery<\/strong>.\u00a0Sono funzionalit\u00e0 sviluppate sfruttando le potenzialit\u00e0\u00a0degli\u00a0active\u00a0metadata\u00a0e\u00a0dei\u00a0reference\u00a0data in ambienti distribuiti con\u00a0un elevato\u00a0numero di\u00a0data asset\u00a0(interni ed esterni) sul cloud, in condizioni anche\u00a0multicloud\u00a0o on premise.\u00a0Tecniche per trovare dove risiedono i dati, classificare ad esempio i dati sensibili ai fini della privacy intercettati automaticamente grazie alle caratteristiche degli stessi o rilevare correlazioni tra dati che risiedono in data source differenti.<\/li>\n\n\n\n<li><strong>Suggestion<\/strong>.\u00a0E\u2019 possibile,\u00a0ad esempio,\u00a0partendo sempre dai metadati profilare i\u00a0business\u00a0term\u00a0in modo da\u00a0suggerire un arricchimento\u00a0automatizzato del Data\u00a0Catalog,\u00a0presentare come papabili alcuni attributi collegabili alla specifica entit\u00e0,\u00a0consigliare\u00a0delle azioni\u00a0di\u00a0remediation\u00a0al fine di correggere eventuali anomalie rilevate\u00a0imparando di volta in volta dal comportamento degli users,\u00a0indicare eventuali legami di\u00a0lineage\u00a0tra le entit\u00e0 di processo di business, proporre\u00a0regole di controllo\u00a0dei dati\u00a0o sfruttare le\u00a0informazioni deducibili dalla lettura degli\u00a0application\u00a0log.<\/li>\n\n\n\n<li><strong>Automation<\/strong>.\u00a0Molte pratiche comuni possono essere automatizzate\u00a0come la correzione dei casi anomali con una confidenza sopra una certa soglia, l\u2019applicazione di regole a certe tipologie di dati come quelli sensibili ai fini della privacy.\u00a0Dotarsi di un\u00a0motore di verbalizzazione\u00a0pu\u00f2 ad esempio\u00a0ridurre drasticamente il tempo necessario per scrivere una documentazione aggiornata\u00a0nel rispetto delle regole e delle procedure di controllo\u00a0garantendo la coerenza tra Business e Technical rules\u00a0in caso di ispezione.\u00a0\u00a0<\/li>\n<\/ul>\n\n\n\n<p>Per rispondere a specifiche esigenze operative, DAISY introduce funzionalit\u00e0 di assistenza intelligente, come il\u00a0<a href=\"https:\/\/www.irion-edm.com\/it\/irion-daisy\"><strong>Copilot Pipeline &amp; Rule Wizard<\/strong><\/a> che riduce drasticamente i tempi di configurazione dei controlli. E la <strong>Smart Data Discovery<\/strong>\u00a0supporta gli utenti nell\u2019individuazione automatica di anomalie o relazioni inattese nei dataset, anche su grandi volumi. DAISY permette anche l\u2019<strong>Automatic Vertical Lineage<\/strong>, per visualizzare come le modifiche ai dati influenzano processi e output, particolarmente utile nei processi di audit e compliance.<\/p>\n\n\n\n<p>Ma entriamo maggiormente nel dettaglio&nbsp;con un&nbsp;esempio pratico, sempre Gartner ci evidenzia nello schema sottostante, come in un tipico processo di data&nbsp;quality&nbsp;\u00e8 possibile per ogni fase individuare alcune \u201cazioni\u201d automatizzabili.<\/p>\n\n\n\n<figure class=\"wp-block-image size-full\"><img fetchpriority=\"high\" decoding=\"async\" width=\"950\" height=\"534\" src=\"https:\/\/www.irion-edm.com\/wp-content\/uploads\/2020\/11\/Tipico-ciclo-di-Data-Quality-con-Capabilities-di-Augmented-Data-Quality.png\" alt=\"Tipico-ciclo-di-Data-Quality-con-Capabilities-di-Augmented-Data-Quality\" class=\"wp-image-38136\" srcset=\"https:\/\/www.irion-edm.com\/wp-content\/uploads\/2020\/11\/Tipico-ciclo-di-Data-Quality-con-Capabilities-di-Augmented-Data-Quality.png 950w, https:\/\/www.irion-edm.com\/wp-content\/uploads\/2020\/11\/Tipico-ciclo-di-Data-Quality-con-Capabilities-di-Augmented-Data-Quality-768x432.png 768w, https:\/\/www.irion-edm.com\/wp-content\/uploads\/2020\/11\/Tipico-ciclo-di-Data-Quality-con-Capabilities-di-Augmented-Data-Quality-50x28.png 50w, https:\/\/www.irion-edm.com\/wp-content\/uploads\/2020\/11\/Tipico-ciclo-di-Data-Quality-con-Capabilities-di-Augmented-Data-Quality-500x281.png 500w, https:\/\/www.irion-edm.com\/wp-content\/uploads\/2020\/11\/Tipico-ciclo-di-Data-Quality-con-Capabilities-di-Augmented-Data-Quality-890x500.png 890w, https:\/\/www.irion-edm.com\/wp-content\/uploads\/2020\/11\/Tipico-ciclo-di-Data-Quality-con-Capabilities-di-Augmented-Data-Quality-336x189.png 336w, https:\/\/www.irion-edm.com\/wp-content\/uploads\/2020\/11\/Tipico-ciclo-di-Data-Quality-con-Capabilities-di-Augmented-Data-Quality-352x198.png 352w, https:\/\/www.irion-edm.com\/wp-content\/uploads\/2020\/11\/Tipico-ciclo-di-Data-Quality-con-Capabilities-di-Augmented-Data-Quality-300x169.png 300w, https:\/\/www.irion-edm.com\/wp-content\/uploads\/2020\/11\/Tipico-ciclo-di-Data-Quality-con-Capabilities-di-Augmented-Data-Quality-539x303.png 539w\" sizes=\"(max-width: 950px) 100vw, 950px\" \/><\/figure>\n\n\n\n<p>Tutti questi assunti dimostrano che oltre ad un efficace strumento di data Quality&nbsp;avanzato&nbsp;in grado di verificare, attraverso l\u2019esecuzione di controlli, la rispondenza dei dati ad una serie di requisiti tecnici e di business&nbsp;\u00e8 necessario dotarsi&nbsp;un tool di Data Governance ovvero di un sistema di gestione dei&nbsp;metadati, che gestisca&nbsp;una \u201ccarta di identit\u00e0\u201d delle informazioni aziendali, comprendente tutte le entit\u00e0 di business (semantica, ownership, processi impattati, regole di qualit\u00e0 e\u202fretention\u2026) e tecniche (formati, applicazioni originanti, controlli fisici\u2026) che li caratterizzano, i relativi attributi e le mutue relazioni. Queste due componenti sono strettamente interconnesse, cos\u00ec come data&nbsp;quality&nbsp;e data governance sono due discipline inscindibili, che si sostengono vicendevolmente.\u202fLa piattaforma EDM&nbsp;di Irion offre&nbsp;in un unico ambiente integrato tutti gli strumenti per sostenere sistemi di data&nbsp;quality&nbsp;e data governance flessibili, scalabili, proporzionati al contesto, a prova di futuro.<\/p>\n\n\n\n<p>Queste innovazioni nascono per rispondere a esigenze concrete del mercato, sempre pi\u00f9 orientato a ottenere dati pronti per l\u2019AI e il decision-making.<\/p>\n\n\n\n<p><a href=\"https:\/\/www.irion-edm.com\/it\/augmented-data-quality\/\">Porta i tuoi dati nell\u2019era dell\u2019AI: scopri come Irion ti supporta con l\u2019Augmented Data Quality<\/a><\/p>\n","protected":false},"excerpt":{"rendered":"<p>L\u2019Augmented Data Quality consiste nell&#8217;applicazione di\u00a0funzionalit\u00e0\u00a0avanzate per\u00a0automatizzare alcuni processi di\u00a0qualit\u00e0 dei dati (DQ)\u00a0con l\u2019ausilio\u00a0di\u00a0\u201cactive\u00a0metadata\u201d e di\u00a0tecnologie quali\u00a0l\u2019Artificial\u00a0Intelligence e\u00a0il Machine Learning. Oggi gli specialisti dei dati affrontano sfide sempre pi\u00f9 complesse: volumi in crescita, data source sempre pi\u00f9 eterogenee e la necessit\u00e0 che il patrimonio informativo \u201cAI-ready\u201d. Queste esigenze hanno guidato Irion nello sviluppo di DAISY [&hellip;]<\/p>\n","protected":false},"author":191,"featured_media":59992,"comment_status":"closed","ping_status":"closed","sticky":false,"template":"","format":"standard","meta":{"_acf_changed":false,"site-sidebar-layout":"default","site-content-layout":"","ast-site-content-layout":"default","site-content-style":"default","site-sidebar-style":"default","ast-global-header-display":"","ast-banner-title-visibility":"","ast-main-header-display":"","ast-hfb-above-header-display":"","ast-hfb-below-header-display":"","ast-hfb-mobile-header-display":"","site-post-title":"","ast-breadcrumbs-content":"","ast-featured-img":"","footer-sml-layout":"","ast-disable-related-posts":"","theme-transparent-header-meta":"","adv-header-id-meta":"","stick-header-meta":"","header-above-stick-meta":"","header-main-stick-meta":"","header-below-stick-meta":"","astra-migrate-meta-layouts":"set","ast-page-background-enabled":"default","ast-page-background-meta":{"desktop":{"background-color":"var(--ast-global-color-4)","background-image":"","background-repeat":"repeat","background-position":"center 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