{"id":6892,"date":"2025-04-02T16:37:57","date_gmt":"2025-04-02T14:37:57","guid":{"rendered":"https:\/\/www.kode-solutions.net\/?page_id=6892"},"modified":"2025-04-11T10:20:01","modified_gmt":"2025-04-11T08:20:01","slug":"caso-studio-factorai-per-la-sostenibilita","status":"publish","type":"page","link":"https:\/\/www.kode-solutions.net\/it\/progetti-e-case-studies\/caso-studio-factorai-per-la-sostenibilita\/","title":{"rendered":"Use Case: FactorAI per la Sostenibilit\u00e0"},"content":{"rendered":"\r\n\t<div class=\"main-column\" data-target=\"\" data-wrap=\"panel\">\r\n\t\t<div data-animate=\"\" class=\"qzr-dynamic-blocks  white-txt orange-sports-bkg\" data-block=\"panel\" data-fullscreen=\"1\" data-type=\"card\">\r\n\t\t\t\n\n<div class=\"wp-block-columns is-layout-flex wp-container-core-columns-is-layout-9d6595d7 wp-block-columns-is-layout-flex\"><html><body><div class=\"wp-block-column is-layout-flow wp-block-column-is-layout-flow\" style=\"flex-basis:50%\" data-align-wide-vertical=\"1\">\n<div class=\"wp-block-group\"><div class=\"wp-block-group__inner-container is-layout-constrained wp-block-group-is-layout-constrained\">\n<div class=\"wp-block-group is-vertical is-layout-flex wp-container-core-group-is-layout-8cf370e7 wp-block-group-is-layout-flex\">\n<div class=\"wp-block-group is-vertical is-layout-flex wp-container-core-group-is-layout-8cf370e7 wp-block-group-is-layout-flex\">\n<div class=\"wp-block-group is-vertical is-layout-flex wp-container-core-group-is-layout-8cf370e7 wp-block-group-is-layout-flex\">\n<h1 class=\"qzr-add-controls-is-panel-title qzr-add-controls-is-panel-title-true is-style-font-kode-md-128 wp-block-heading\">Use Case:<\/h1>\n\n\n\n<h1 class=\"qzr-add-controls-is-panel-title qzr-add-controls-is-panel-title-true is-style-font-kode-md-128 wp-block-heading\">FactorAI &amp;<\/h1>\n<\/div>\n\n\n\n<h1 class=\"qzr-add-controls-is-panel-title qzr-add-controls-is-panel-title-true is-style-font-kode-md-128 wp-block-heading\">sostenibilit\u00e0<\/h1>\n<\/div>\n<\/div>\n<\/div><\/div>\n\n\n\n<div class=\"wp-block-group is-vertical is-layout-flex wp-container-core-group-is-layout-8cf370e7 wp-block-group-is-layout-flex\">\n<h2 class=\"qzr-add-controls-is-panel-title qzr-add-controls-is-panel-title-true is-style-font-kode-md-24 wp-block-heading\">La digitalizzazione del processo produttivo di un\u2019azienda del tessile <\/h2>\n\n\n\n<h2 class=\"qzr-add-controls-is-panel-title qzr-add-controls-is-panel-title-true is-style-font-kode-md-28 wp-block-heading\">a servizio della sostenibilit\u00e0.<\/h2>\n\n\n\n<div style=\"height:41px\" aria-hidden=\"true\" class=\"wp-block-spacer wp-container-content-29cb0303\"><\/div>\n\n\n\n<h3 class=\"qzr-add-controls-is-panel-title is-style-font-kode-md-24 wp-block-heading\">Di Andrea Spinelli, Manager della BU Industry in Kode<\/h3>\n<\/div>\n<\/div>\n<\/body><\/html>\n\n\n<div class=\"wp-block-column is-vertically-aligned-center is-layout-flow wp-block-column-is-layout-flow\" style=\"flex-basis:50%\"><html><body><figure class=\"wp-block-image size-full\" data-fullscreen=\"1\" data-has-live-image=\"1\"><img loading=\"lazy\" decoding=\"async\" width=\"620\" height=\"450\" src=\"https:\/\/www.kode-solutions.net\/site\/wp-content\/uploads\/2025\/04\/Frame-578.png\" alt=\"\" class=\"wp-image-6900\" srcset=\"https:\/\/www.kode-solutions.net\/site\/wp-content\/uploads\/2025\/04\/Frame-578.png 620w, https:\/\/www.kode-solutions.net\/site\/wp-content\/uploads\/2025\/04\/Frame-578-300x218.png 300w, https:\/\/www.kode-solutions.net\/site\/wp-content\/uploads\/2025\/04\/Frame-578-36x26.png 36w, https:\/\/www.kode-solutions.net\/site\/wp-content\/uploads\/2025\/04\/Frame-578-64x46.png 64w\" sizes=\"auto, (max-width: 620px) 100vw, 620px\" \/><\/img><\/figure>\n<\/body><\/html><\/div>\n<\/div>\n\n\t\t\t\t\t<\/div>\r\n\t<\/div>\r\n\r\n\t\n\n\r\n\t<div class=\"main-column\" data-target=\"\" data-wrap=\"panel\">\r\n\t\t<div data-animate=\"fade-in\" class=\"qzr-dynamic-blocks  black-txt dark-gray-bkg\" data-block=\"panel\" data-fullscreen=\"\" data-type=\"card\">\r\n\t\t\t\n\n<div class=\"wp-block-columns is-layout-flex wp-container-core-columns-is-layout-9d6595d7 wp-block-columns-is-layout-flex\"><html><body><div class=\"wp-block-column is-vertically-aligned-center is-layout-flow wp-block-column-is-layout-flow\" style=\"&#13;&#10;&#9;&#9;&#9;&#9;display: flex; &#13;&#10;&#9;&#9;&#9;&#9;min-height:500px; &#13;&#10;&#9;&#9;&#9;&#9;justify-content: center;&#13;&#10;&#9;&#9;&#9;&#9;flex-direction: column;&#13;&#10;&#9;&#9;&#9;\">\n<h2 class=\"qzr-add-controls-is-panel-title qzr-add-controls-is-panel-title-true is-style-font-kode-md-48 wp-block-heading\">Contesto<\/h2>\n\n\n\n<p class=\"is-style-font-kode-md-18\">La trasformazione digitale sta rivoluzionando l\u2019intero settore manifatturiero, consentendo di migliorare efficienza, qualit\u00e0 e sostenibilit\u00e0, secondo gli obiettivi della Smart Manufacturing. L\u2019industria tessile, in particolare, \u00e8 sempre pi\u00f9 attenzionata per il suo impatto ambientale, dovuto al consumo idrico, alle emissioni e alla produzione di rifiuti. Tuttavia, investire in materiali sostenibili e nell&#8217;economia circolare non \u00e8 sufficiente: per un reale cambiamento, \u00e8 fondamentale ottimizzare i processi produttivi esistenti e ridurre gli scarti.<\/p>\n\n\n\n<p><\/p>\n\n\n\n<p class=\"is-style-font-kode-md-18\"><a href=\"https:\/\/www.kode-solutions.net\/it\/prodotti-e-framework-di-ai\/factorai\/\">FactorAI<\/a>, il framework di Kode per l\u2019Industry 5.0, consente di monitorare il ciclo produttivo in tempo reale, garantendo sia la qualit\u00e0 del prodotto che la riduzione dei costi, delle emissioni e degli scarti.<\/p>\n\n\n\n<p><\/p>\n\n\n\n<p class=\"is-style-font-kode-md-18\">In questo caso studio analizziamo un progetto sviluppato con <a href=\"https:\/\/www.kode-solutions.net\/it\/prodotti-e-framework-di-ai\/factorai\/\">FactorAI <\/a>ideato per un&#8217;azienda produttrice di tessuto-non-tessuto, al fine di ottimizzare il processo produttivo in termini di costi ed efficienza. Sebbene l\u2019esempio riguardi il settore tessile, le stesse sfide e opportunit\u00e0 si applicano all\u2019intero comparto manifatturiero, dimostrando il valore della Smart Manufacturing come chiave per la sostenibilit\u00e0 industriale<\/p>\n<\/div>\n<\/body><\/html>\n\n\n<div class=\"wp-block-column is-layout-flow wp-block-column-is-layout-flow\"><html><body><figure class=\"wp-block-image size-full\" data-fullscreen=\"1\" data-has-live-image=\"1\"><img loading=\"lazy\" decoding=\"async\" width=\"1512\" height=\"1282\" src=\"https:\/\/www.kode-solutions.net\/site\/wp-content\/uploads\/2023\/10\/unsplash_ZPeXrWxOjRQ-1.png\" alt=\"\" class=\"wp-image-3099\" srcset=\"https:\/\/www.kode-solutions.net\/site\/wp-content\/uploads\/2023\/10\/unsplash_ZPeXrWxOjRQ-1.png 1512w, https:\/\/www.kode-solutions.net\/site\/wp-content\/uploads\/2023\/10\/unsplash_ZPeXrWxOjRQ-1-300x254.png 300w, https:\/\/www.kode-solutions.net\/site\/wp-content\/uploads\/2023\/10\/unsplash_ZPeXrWxOjRQ-1-1024x868.png 1024w, https:\/\/www.kode-solutions.net\/site\/wp-content\/uploads\/2023\/10\/unsplash_ZPeXrWxOjRQ-1-768x651.png 768w, https:\/\/www.kode-solutions.net\/site\/wp-content\/uploads\/2023\/10\/unsplash_ZPeXrWxOjRQ-1-1274x1080.png 1274w, https:\/\/www.kode-solutions.net\/site\/wp-content\/uploads\/2023\/10\/unsplash_ZPeXrWxOjRQ-1-36x31.png 36w, https:\/\/www.kode-solutions.net\/site\/wp-content\/uploads\/2023\/10\/unsplash_ZPeXrWxOjRQ-1-64x54.png 64w\" sizes=\"auto, (max-width: 1512px) 100vw, 1512px\" \/><\/img><\/figure>\n<\/body><\/html><\/div>\n<\/div>\n\n\t\t\t\t\t<\/div>\r\n\t<\/div>\r\n\r\n\t\n\n\r\n\t<div class=\"main-column\" data-target=\"\" data-wrap=\"panel\">\r\n\t\t<div data-animate=\"fade-in\" class=\"qzr-dynamic-blocks  black-txt dark-gray-bkg\" data-block=\"panel\" data-fullscreen=\"\" data-type=\"card\">\r\n\t\t\t\n\n<div class=\"wp-block-columns is-layout-flex wp-container-core-columns-is-layout-9d6595d7 wp-block-columns-is-layout-flex\">\n<div class=\"wp-block-column is-layout-flow wp-block-column-is-layout-flow\"><html><body><figure class=\"wp-block-image size-full\" data-fullscreen=\"1\" data-has-live-image=\"1\"><img loading=\"lazy\" decoding=\"async\" width=\"1922\" height=\"1442\" src=\"https:\/\/www.kode-solutions.net\/site\/wp-content\/uploads\/2025\/04\/unsplash_WjOWazUPAss-4-edited.png\" alt=\"\" class=\"wp-image-6954\" srcset=\"https:\/\/www.kode-solutions.net\/site\/wp-content\/uploads\/2025\/04\/unsplash_WjOWazUPAss-4-edited.png 1922w, https:\/\/www.kode-solutions.net\/site\/wp-content\/uploads\/2025\/04\/unsplash_WjOWazUPAss-4-edited-300x225.png 300w, https:\/\/www.kode-solutions.net\/site\/wp-content\/uploads\/2025\/04\/unsplash_WjOWazUPAss-4-edited-1024x768.png 1024w, https:\/\/www.kode-solutions.net\/site\/wp-content\/uploads\/2025\/04\/unsplash_WjOWazUPAss-4-edited-768x576.png 768w, https:\/\/www.kode-solutions.net\/site\/wp-content\/uploads\/2025\/04\/unsplash_WjOWazUPAss-4-edited-1536x1152.png 1536w, https:\/\/www.kode-solutions.net\/site\/wp-content\/uploads\/2025\/04\/unsplash_WjOWazUPAss-4-edited-1440x1080.png 1440w, https:\/\/www.kode-solutions.net\/site\/wp-content\/uploads\/2025\/04\/unsplash_WjOWazUPAss-4-edited-36x27.png 36w, https:\/\/www.kode-solutions.net\/site\/wp-content\/uploads\/2025\/04\/unsplash_WjOWazUPAss-4-edited-64x48.png 64w\" sizes=\"auto, (max-width: 1922px) 100vw, 1922px\" \/><\/img><\/figure>\n<\/body><\/html><\/div>\n\n\n<html><body><div class=\"wp-block-column is-vertically-aligned-center is-layout-flow wp-block-column-is-layout-flow\" style=\"&#13;&#10;&#9;&#9;&#9;&#9;display: flex; &#13;&#10;&#9;&#9;&#9;&#9;min-height:500px; &#13;&#10;&#9;&#9;&#9;&#9;justify-content: center;&#13;&#10;&#9;&#9;&#9;&#9;flex-direction: column;&#13;&#10;&#9;&#9;&#9;\">\n<h2 class=\"qzr-add-controls-is-panel-title qzr-add-controls-is-panel-title-true is-style-font-kode-md-48 wp-block-heading\">La Sfida<\/h2>\n\n\n\n<p class=\"is-style-font-kode-md-18\">Come moltissimi nostri clienti, imprese produttive di media dimensione, questa azienda tessile era gi\u00e0 provvista di macchinari gi\u00e0 sensorizzati e connessi a un sistema centralizzato di raccolta dati. Tuttavia, la digitalizzazione era solo parziale:<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li style=\"font-size:18px\">alcuni dati venivano ancora salvati su supporti non integrati (come xls, csv o database non integrati);<\/li>\n\n\n\n<li style=\"font-size:18px\">la condivisione delle informazioni tra i vari reparti richiedeva tempo e risorse;<\/li>\n\n\n\n<li style=\"font-size:18px\">il sistema si limitava all\u2019archiviazione dei dati senza fornire indicatori utili per l\u2019analisi e l\u2019ottimizzazione dei processi.<\/li>\n<\/ul>\n\n\n\n<p><\/p>\n\n\n\n<p class=\"is-style-font-kode-md-18\">Il sistema non aveva indicatori chiave approfonditi che consentissero una la lettura rapida dei dati in progressione, n\u00e9 sistemi di identificazione dei correttivi necessari a rendere sostenibili i processi. Occorreva identificare le cause e i rimedi per ridurre i fermi macchina, i costi energetici e di materie prime, controllando la qualit\u00e0 del prodotto finale.<\/p>\n<\/div>\n<\/body><\/html><\/div>\n\n\t\t\t\t\t<\/div>\r\n\t<\/div>\r\n\r\n\t\n\n\r\n\t<div class=\"main-column\" data-target=\"\" data-wrap=\"panel\">\r\n\t\t<div data-animate=\"\" class=\"qzr-dynamic-blocks  black-txt white-bkg\" data-block=\"panel\" data-fullscreen=\"\" data-type=\"card\">\r\n\t\t\t\n\n<div class=\"wp-block-columns is-layout-flex wp-container-core-columns-is-layout-9d6595d7 wp-block-columns-is-layout-flex\">\n<div class=\"wp-block-column is-layout-flow wp-block-column-is-layout-flow\" style=\"flex-basis:33.33%\">\n<h2 class=\"qzr-add-controls-is-panel-title qzr-add-controls-is-panel-title-true is-style-font-kode-md-48 wp-block-heading\">La soluzione<\/h2>\n<\/div>\n\n\n\n<div class=\"wp-block-column is-layout-flow wp-block-column-is-layout-flow\" style=\"flex-basis:66.66%\">\r\n\t<div class=\"qzr-dynamic-blocks\" data-block=\"accordion\">\r\n\t\t<div class=\"accordion\">\r\n\t\t\t\t\t\t\t<div class=\"element  active\">\r\n\t\t\t\t\t<div class=\"element-title\">\r\n\t\t\t\t\t\t\t\t\t\t\t\t<h3 class=\"is-style-font-kode-md-36 fix-font\">\r\n\t\t\t\t\t\t\tL&#8217;Approccio\t\t\t\t\t\t\t\t\t\t\t\t\t<\/h3>\r\n\t\t\t\t\t<\/div> \r\n\t\t\t\t\t<div class=\"element-content is-style-font-kode-md-18\">\r\n\t\t\t\t\t\t<p>Per affrontare queste sfide, \u00e8 necessario un approccio strutturato che ha consenta di trasformare il semplice monitoraggio dei dati in uno strumento di ottimizzazione attiva del processo produttivo. Grazie a FactorAI, l\u2019azienda pu\u00f2 integrare, analizzare e sfruttare i dati per intervenire in tempo reale e migliorare la sostenibilit\u00e0 operativa.<\/p>\t\t\t\t\t\t<div class=\"mobile-only\">\r\n\t\t\t\t\t\t\t\t\t\t\t\t\t<\/div>\r\n\t\t\t\t\t<\/div>\r\n\t\t\t\t<\/div>\r\n\t\t\t\t\t\t\t<div class=\"element  active\">\r\n\t\t\t\t\t<div class=\"element-title\">\r\n\t\t\t\t\t\t\t\t\t\t\t\t<h3 class=\"is-style-font-kode-md-36 fix-font\">\r\n\t\t\t\t\t\t\tIntegrazione\t\t\t\t\t\t\t\t\t\t\t\t\t<\/h3>\r\n\t\t\t\t\t<\/div> \r\n\t\t\t\t\t<div class=\"element-content is-style-font-kode-md-18\">\r\n\t\t\t\t\t\t<p>Il primo passo \u00e8 quello di armonizzare e centralizzare i dati aziendali in FactorAI. Dato che molti connettori sono solitamente gi\u00e0 disponibili, possiamo concentrare gli sforzi sulla creazione di un sistema di acquisizione specifico per dati non ancora integrati, come file Excel e database locali.<\/p>\t\t\t\t\t\t<div class=\"mobile-only\">\r\n\t\t\t\t\t\t\t\t\t\t\t\t\t<\/div>\r\n\t\t\t\t\t<\/div>\r\n\t\t\t\t<\/div>\r\n\t\t\t\t\t\t\t<div class=\"element  active\">\r\n\t\t\t\t\t<div class=\"element-title\">\r\n\t\t\t\t\t\t\t\t\t\t\t\t<h3 class=\"is-style-font-kode-md-36 fix-font\">\r\n\t\t\t\t\t\t\tStrutturazione dei Dati\t\t\t\t\t\t\t\t\t\t\t\t\t<\/h3>\r\n\t\t\t\t\t<\/div> \r\n\t\t\t\t\t<div class=\"element-content is-style-font-kode-md-18\">\r\n\t\t\t\t\t\t<p>Dopo l\u2019integrazione, si passa a normalizzare le informazioni, eliminare ridondanze e strutturare i dati per analisi efficaci. Questo consente di uniformare i dati provenienti dai macchinari e dai diversi sistemi aziendali, agevolando la generazione di report chiari e automatizzati.<\/p>\n<p>L\u2019analisi si \u00e8 focalizzata su quattro aree chiave per la sostenibilit\u00e0:<\/p>\n<ul>\n  <li>Consumi energetici, per monitoraggio dell\u2019efficienza di ogni macchina.<\/li>\n  <li>Fermi macchina e scarti, identificando le cause e la riduzione degli sprechi.<\/li>\n  <li>Utilizzo ottimale dei macchinari, grazie al confronto tra parametri di produzione e parametri di performance ideali.<\/li>\n  <li>Qualit\u00e0 del prodotto, correlando i dati di produzione e gli standard qualitativi.<\/li>\n<\/ul>\n<p>Questi KPI sono stati fondamentali per il miglioramento continuo della sostenibilit\u00e0 aziendale.<\/p>\t\t\t\t\t\t<div class=\"mobile-only\">\r\n\t\t\t\t\t\t\t\t\t\t\t\t\t<\/div>\r\n\t\t\t\t\t<\/div>\r\n\t\t\t\t<\/div>\r\n\t\t\t\t\t\t\t<div class=\"element  active\">\r\n\t\t\t\t\t<div class=\"element-title\">\r\n\t\t\t\t\t\t\t\t\t\t\t\t<h3 class=\"is-style-font-kode-md-36 fix-font\">\r\n\t\t\t\t\t\t\tProcess Control (MSPC)\t\t\t\t\t\t\t\t\t\t\t\t\t<\/h3>\r\n\t\t\t\t\t<\/div> \r\n\t\t\t\t\t<div class=\"element-content is-style-font-kode-md-18\">\r\n\t\t\t\t\t\t<p>La raccolta dei dati, senza un\u2019analisi efficace, ha un\u2019utilit\u00e0 limitata. Per questo motivo, occorre sviluppare una dashboard avanzata che, tramite grafici, matrici di dispersione e carte di controllo, consente di:<\/p>\n<ul>\n  <li>Monitorare in tempo reale gli indicatori chiave;<\/li>\n  <li>Correlare dati provenienti da diverse fonti per fornire insight operativi;<\/li>\n  <li>Identificare relazioni tra parametri produttivi ed efficienza energetica, ottimizzando le impostazioni delle macchine.<\/li>\n<\/ul>\n<p><br><\/p>\n<p>L\u2019adozione di questa tecnologia rende possibile:<\/p>\n<ul>\n  <li>Un confronto dettagliato del consumo energetico tra macchinari e processi;<\/li>\n  <li>L\u2019ottimizzazione dei parametri di produzione per ridurre sprechi e inefficienze;<\/li>\n  <li>Il miglioramento della qualit\u00e0 del prodotto attraverso il monitoraggio continuo delle variabili critiche.<\/li>\n<\/ul>\n<p><br><\/p>\n<p>Un elemento centrale di questa fase \u00e8 l\u2019analisi delle cause radice (Root-Cause Analysis), che ha permesso di individuare le vere origini delle inefficienze. Questo metodo ha aiutato il team dell\u2019azienda a passare da una gestione reattiva a una proattiva, implementando soluzioni mirate basate su dati concreti.<\/p>\t\t\t\t\t\t<div class=\"mobile-only\">\r\n\t\t\t\t\t\t\t\t\t\t\t\t\t<\/div>\r\n\t\t\t\t\t<\/div>\r\n\t\t\t\t<\/div>\r\n\t\t\t\t\t\t\t<div class=\"element  active\">\r\n\t\t\t\t\t<div class=\"element-title\">\r\n\t\t\t\t\t\t\t\t\t\t\t\t<h3 class=\"is-style-font-kode-md-36 fix-font\">\r\n\t\t\t\t\t\t\tAnalisi Predittiva con AI\t\t\t\t\t\t\t\t\t\t\t\t\t<\/h3>\r\n\t\t\t\t\t<\/div> \r\n\t\t\t\t\t<div class=\"element-content is-style-font-kode-md-18\">\r\n\t\t\t\t\t\t<p>&nbsp;<\/p>\n<p>Per garantire interventi tempestivi e prevenire inefficienze, abbiamo sviluppato modelli di Intelligenza Artificiale focalizzati su due aspetti fondamentali:<\/p>\n<ul>\n  <li>Manutenzione predittiva \u2013 Rilevamento precoce di anomalie per prevenire guasti e ridurre i tempi di fermo macchina.<\/li>\n  <li>Anticipazione delle derive produttive \u2013 Modelli che segnalano in tempo reale variazioni nei parametri di produzione che potrebbero portare a scarti o difetti qualitativi.<\/li>\n<\/ul>\n<p><br><\/p>\n<p>Questi algoritmi, basati su machine learning, vengono addestrati sui dati storici dell\u2019azienda per identificare schemi ricorrenti e prevedere eventuali problematiche prima che si manifestino. Ci\u00f2 permette agli operatori di intervenire in anticipo, ottimizzando l\u2019utilizzo delle risorse e garantendo una produzione pi\u00f9 efficiente e sostenibile.<\/p>\t\t\t\t\t\t<div class=\"mobile-only\">\r\n\t\t\t\t\t\t\t\t\t\t\t\t\t<\/div>\r\n\t\t\t\t\t<\/div>\r\n\t\t\t\t<\/div>\r\n\t\t\t\t\t<\/div>\r\n\t<\/div>\r\n\r\n\t\n\n\n<p><\/p>\n<\/div>\n<\/div>\n\n\t\t\t\t\t<\/div>\r\n\t<\/div>\r\n\r\n\t\n\n\r\n\t<div class=\"main-column\" data-target=\"\" data-wrap=\"panel\">\r\n\t\t<div data-animate=\"fade-in\" class=\"qzr-dynamic-blocks  black-txt dark-gray-bkg\" data-block=\"panel\" data-fullscreen=\"\" data-type=\"card\">\r\n\t\t\t\n\n<div class=\"wp-block-columns is-layout-flex wp-container-core-columns-is-layout-9d6595d7 wp-block-columns-is-layout-flex\"><html><body><div class=\"wp-block-column is-vertically-aligned-center is-layout-flow wp-block-column-is-layout-flow\" style=\"&#13;&#10;&#9;&#9;&#9;&#9;display: flex; &#13;&#10;&#9;&#9;&#9;&#9;min-height:500px; &#13;&#10;&#9;&#9;&#9;&#9;justify-content: center;&#13;&#10;&#9;&#9;&#9;&#9;flex-direction: column;&#13;&#10;&#9;&#9;&#9;\">\n<h2 class=\"qzr-add-controls-is-panel-title qzr-add-controls-is-panel-title-true is-style-font-kode-md-48 wp-block-heading\">I Risultati<\/h2>\n\n\n\n<p class=\"is-style-font-kode-md-24\">Grazie all\u2019implementazione di <a href=\"https:\/\/www.kode-solutions.net\/it\/prodotti-e-framework-di-ai\/factorai\/\">FactorAI<\/a>\u00a0 i risultati sono significativi:<\/p>\n\n\n\n<p><\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li class=\"has-medium-font-size\">riduzione del 10% degli scarti da produzioni fuori standard, migliorando la qualit\u00e0 del prodotto e riducendo le materie prime sprecate;<\/li>\n\n\n\n<li class=\"has-medium-font-size\">riduzione del 8% nei costi energetici grazie all\u2019analisi degli sprechi e all\u2019ottimizzazione dei parametri delle macchine;<\/li>\n\n\n\n<li class=\"has-medium-font-size\">riduzione del 20% dei tempi di fermo macchina attraverso l\u2019analisi predittiva e l\u2019intervento tempestivo degli operatori.<\/li>\n<\/ul>\n<\/div>\n<\/body><\/html>\n\n\n<div class=\"wp-block-column is-layout-flow wp-block-column-is-layout-flow\"><html><body><figure class=\"wp-block-image size-full\" data-fullscreen=\"1\" data-has-live-image=\"1\"><img loading=\"lazy\" decoding=\"async\" width=\"500\" height=\"375\" src=\"https:\/\/www.kode-solutions.net\/site\/wp-content\/uploads\/2025\/04\/unsplash_FewHpO4VC9Y-edited.png\" alt=\"\" class=\"wp-image-6936\" srcset=\"https:\/\/www.kode-solutions.net\/site\/wp-content\/uploads\/2025\/04\/unsplash_FewHpO4VC9Y-edited.png 500w, https:\/\/www.kode-solutions.net\/site\/wp-content\/uploads\/2025\/04\/unsplash_FewHpO4VC9Y-edited-300x225.png 300w, https:\/\/www.kode-solutions.net\/site\/wp-content\/uploads\/2025\/04\/unsplash_FewHpO4VC9Y-edited-36x27.png 36w, https:\/\/www.kode-solutions.net\/site\/wp-content\/uploads\/2025\/04\/unsplash_FewHpO4VC9Y-edited-64x48.png 64w\" sizes=\"auto, (max-width: 500px) 100vw, 500px\" \/><\/img><\/figure>\n<\/body><\/html><\/div>\n<\/div>\n\n\t\t\t\t\t<\/div>\r\n\t<\/div>\r\n\r\n\t\n\n\n<div class=\"wp-block-group\"><div class=\"wp-block-group__inner-container is-layout-constrained wp-block-group-is-layout-constrained\">\r\n\t<div class=\"main-column\" data-target=\"\" data-wrap=\"panel\">\r\n\t\t<div data-animate=\"\" class=\"qzr-dynamic-blocks   \" data-block=\"panel\" data-fullscreen=\"\" data-type=\"\">\r\n\t\t\t\n\r\n\t<div class=\"main-column\" data-target=\"\" data-wrap=\"panel\">\r\n\t\t<div data-animate=\"\" class=\"qzr-dynamic-blocks   \" data-block=\"panel\" data-fullscreen=\"\" data-type=\"\">\r\n\t\t\t\n\n<h2 class=\"qzr-add-controls-is-panel-title wp-block-heading\">Conclusioni<\/h2>\n\n\n\n<p>Nel settore tessile, <a href=\"https:\/\/www.kode-solutions.net\/it\/prodotti-e-framework-di-ai\/factorai\/\">FactorAI<\/a> pu\u00f2 portare un importante valore aggiunto, con tempi e costi di integrazione limitati, indipendentemente dalla variet\u00e0 e complessit\u00e0 delle fonti dati.<\/p>\n\n\n\n<p>L\u2019altro aspetto differenziale \u00e8 rappresentato dagli indicatori custom costruiti sulla base delle richieste specifiche dell\u2019azienda, che, uscendo cos\u00ec da report standardizzati che poco aggiungono al dato puntuale, hanno consentito al top management, insieme alle indicazioni operative generate dai modelli predittivi, di perseguire efficacemente l\u2019obiettivo della maggiore sostenibilit\u00e0 aziendale.<\/p>\n\n\t\t\t\t\t<\/div>\r\n\t<\/div>\r\n\r\n\t\n\t\t\t\t\t<\/div>\r\n\t<\/div>\r\n\r\n\t<\/div><\/div>\n\n\n\t\t<div class=\"main-column\">\r\n\t\t\t<div data-animate=\"\" class=\"qzr-dynamic-blocks black-txt white-bkg\" data-block=\"call-to-action\">\r\n\t\t\t\t<div class=\"content\">\r\n\t\t\t\t\t\t\t\t\t\t<div class=\"is-style-font-kode-md-36\">\r\n\t\t\t\t\t\t<p>Vuoi saperne di pi\u00f9 di questo Use Case?<\/p>\n<p>Scrivici subito!<\/p>\t\t\t\t\t<\/div>\r\n\t\t\t\t<\/div>\r\n\t\t\t\t<div class=\"actions\">\r\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<div class=\"action\">\r\n\t\t\t\t\t\t\t\t<a class=\"button purple-bkg gray-txt\" href=\"#contactus\" title=\"Contact Us\" target=\"_blank\">\r\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\tContact Us\t\t\t\t\t\t\t\t<\/a>\r\n\t\t\t\t\t\t\t<\/div>\r\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<\/div>\r\n\t\t\t<\/div>\r\n\t\t<\/div>\r\n\r\n\t","protected":false},"excerpt":{"rendered":"","protected":false},"author":6,"featured_media":6901,"parent":5042,"menu_order":0,"comment_status":"closed","ping_status":"closed","template":"","meta":{"footnotes":""},"class_list":["post-6892","page","type-page","status-publish","has-post-thumbnail","hentry"],"qzr_fp_pages_ids":{"news":{"page_id":5040,"label":"Pagina news"}},"yoast_head":"<!-- This site is optimized with the Yoast SEO plugin v27.4 - https:\/\/yoast.com\/product\/yoast-seo-wordpress\/ -->\n<title>Use Case: FactorAI per la 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