{"id":8308,"date":"2026-02-23T11:52:45","date_gmt":"2026-02-23T10:52:45","guid":{"rendered":"https:\/\/www.kode-solutions.net\/?page_id=8308"},"modified":"2026-02-23T12:09:04","modified_gmt":"2026-02-23T11:09:04","slug":"scam-spectralizer","status":"publish","type":"page","link":"https:\/\/www.kode-solutions.net\/it\/progetti-e-case-studies\/scam-spectralizer\/","title":{"rendered":"SCAM &amp; SpectralizeR"},"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-8f761849 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-4fc3f8e1 wp-block-group-is-layout-flex\">\n<div class=\"wp-block-group is-vertical is-layout-flex wp-container-core-group-is-layout-4fc3f8e1 wp-block-group-is-layout-flex\">\n<div class=\"wp-block-group is-vertical is-layout-flex wp-container-core-group-is-layout-4fc3f8e1 wp-block-group-is-layout-flex\">\n<div class=\"wp-block-group is-vertical is-layout-flex wp-container-core-group-is-layout-4fc3f8e1 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\"><strong>SCAM &amp; SpectralizeR<\/strong> <\/h1>\n<\/div>\n\n\n\n<div class=\"wp-block-group is-vertical is-layout-flex wp-container-core-group-is-layout-4fc3f8e1 wp-block-group-is-layout-flex\">\n<h2 class=\"qzr-add-controls-is-panel-title qzr-add-controls-is-panel-title-true wp-block-heading\">Monitoraggio qualit\u00e0 AI-driven nella <\/h2>\n\n\n\n<h2 class=\"qzr-add-controls-is-panel-title wp-block-heading\">produzione di fertilizzanti<\/h2>\n<\/div>\n\n\n\n<div style=\"height:48px\" aria-hidden=\"true\" class=\"wp-block-spacer wp-container-content-eb1ede72\"><\/div>\n\n\n\n<p class=\"qzr-add-controls-is-panel-title-true is-style-font-kode-md-18 wp-block-paragraph\">Un grande produttore di fertilizzanti si trova ad affrontare una produzione complessa, caratterizzata da grandi lotti e processi lunghi, con una gamma di prodotti diversificata.<\/p>\n<\/div>\n<\/div>\n<\/div>\n<\/div><\/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=\"651\" height=\"419\" src=\"https:\/\/www.kode-solutions.net\/site\/wp-content\/uploads\/2026\/02\/Foto3-SpectralizeR_schermata-dataviz-realtime.png\" alt=\"\" class=\"wp-image-8310\" srcset=\"https:\/\/www.kode-solutions.net\/site\/wp-content\/uploads\/2026\/02\/Foto3-SpectralizeR_schermata-dataviz-realtime.png 651w, https:\/\/www.kode-solutions.net\/site\/wp-content\/uploads\/2026\/02\/Foto3-SpectralizeR_schermata-dataviz-realtime-300x193.png 300w, https:\/\/www.kode-solutions.net\/site\/wp-content\/uploads\/2026\/02\/Foto3-SpectralizeR_schermata-dataviz-realtime-36x23.png 36w, https:\/\/www.kode-solutions.net\/site\/wp-content\/uploads\/2026\/02\/Foto3-SpectralizeR_schermata-dataviz-realtime-64x41.png 64w\" sizes=\"auto, (max-width: 651px) 100vw, 651px\" \/><\/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-8f761849 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:400px; &#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\"><strong><strong>Contesto<\/strong><\/strong><\/h2>\n\n\n\n<p class=\"is-style-font-kode-md-18 wp-block-paragraph\">Il settore manifatturiero \u00e8 uno dei principali ambiti applicativi dell&#8217;Intelligenza Artificiale, con vantaggi concreti nell&#8217;operativit\u00e0 quotidiana. Le applicazioni orientate al controllo qualit\u00e0 rappresentano uno dei principali driver di crescita: consentono di minimizzare i difetti, garantire consistenza nel tempo e alzare il livello qualitativo generale della produzione.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\"><\/p>\n\n\n\n<p class=\"is-style-font-kode-md-18 wp-block-paragraph\"><a href=\"https:\/\/www.scam.it\/\">SCAM<\/a>, azienda leader nella produzione di Concimi Organo-Minerali con dichiarazione ambientale certificata (EPD) e all&#8217;avanguardia nella formulazione di biostimolanti e concimi speciali, ha deciso di impiegare sensori NIR per attivare un sistema di monitoraggio in tempo reale dell&#8217;intera produzione. Ecco come.<\/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-has-live-image=\"1\"><img loading=\"lazy\" decoding=\"async\" width=\"1920\" height=\"2560\" src=\"https:\/\/www.kode-solutions.net\/site\/wp-content\/uploads\/2026\/02\/IMG_20211124_094915-scaled.jpg\" alt=\"\" class=\"wp-image-8312\" srcset=\"https:\/\/www.kode-solutions.net\/site\/wp-content\/uploads\/2026\/02\/IMG_20211124_094915-scaled.jpg 1920w, https:\/\/www.kode-solutions.net\/site\/wp-content\/uploads\/2026\/02\/IMG_20211124_094915-225x300.jpg 225w, https:\/\/www.kode-solutions.net\/site\/wp-content\/uploads\/2026\/02\/IMG_20211124_094915-768x1024.jpg 768w, https:\/\/www.kode-solutions.net\/site\/wp-content\/uploads\/2026\/02\/IMG_20211124_094915-1152x1536.jpg 1152w, https:\/\/www.kode-solutions.net\/site\/wp-content\/uploads\/2026\/02\/IMG_20211124_094915-1536x2048.jpg 1536w, https:\/\/www.kode-solutions.net\/site\/wp-content\/uploads\/2026\/02\/IMG_20211124_094915-810x1080.jpg 810w, https:\/\/www.kode-solutions.net\/site\/wp-content\/uploads\/2026\/02\/IMG_20211124_094915-27x36.jpg 27w, https:\/\/www.kode-solutions.net\/site\/wp-content\/uploads\/2026\/02\/IMG_20211124_094915-48x64.jpg 48w\" sizes=\"auto, (max-width: 1920px) 100vw, 1920px\" \/><\/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-8f761849 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-has-live-image=\"1\"><img loading=\"lazy\" decoding=\"async\" width=\"1280\" height=\"853\" src=\"https:\/\/www.kode-solutions.net\/site\/wp-content\/uploads\/2026\/02\/photo_2026-02-23_11-59-58.jpg\" alt=\"\" class=\"wp-image-8326\" srcset=\"https:\/\/www.kode-solutions.net\/site\/wp-content\/uploads\/2026\/02\/photo_2026-02-23_11-59-58.jpg 1280w, https:\/\/www.kode-solutions.net\/site\/wp-content\/uploads\/2026\/02\/photo_2026-02-23_11-59-58-300x200.jpg 300w, https:\/\/www.kode-solutions.net\/site\/wp-content\/uploads\/2026\/02\/photo_2026-02-23_11-59-58-1024x682.jpg 1024w, https:\/\/www.kode-solutions.net\/site\/wp-content\/uploads\/2026\/02\/photo_2026-02-23_11-59-58-768x512.jpg 768w, https:\/\/www.kode-solutions.net\/site\/wp-content\/uploads\/2026\/02\/photo_2026-02-23_11-59-58-36x24.jpg 36w, https:\/\/www.kode-solutions.net\/site\/wp-content\/uploads\/2026\/02\/photo_2026-02-23_11-59-58-64x43.jpg 64w\" sizes=\"auto, (max-width: 1280px) 100vw, 1280px\" \/><\/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:400px; &#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\"><strong>La Sfida<\/strong><\/h2>\n\n\n\n<p class=\"is-style-font-kode-md-18 wp-block-paragraph\">I prodotti SCAM sono il frutto di un&#8217;attenta calibratura di ingredienti ad alto valore agronomico e ambientale. Per garantirne la qualit\u00e0 a livello di singolo sacco immesso sul mercato, \u00e8 fondamentale mantenere il livello di umidit\u00e0 entro un range molto ristretto \u2014 con un errore massimo accettabile di 0,3% \u2014 lungo tutto il processo produttivo.<\/p>\n\n\n\n<p class=\"is-style-font-kode-md-18 wp-block-paragraph\">La produzione \u00e8 complessa: grandi lotti, processi lunghi e una gamma diversificata di SKU rendono la qualit\u00e0 del prodotto finale sensibile a numerose variabili. Le sfide principali erano:<\/p>\n\n\n\n<ul style=\"font-size:18px\" class=\"wp-block-list\">\n<li class=\"is-style-font-kode-md-18\"><strong>Rilevare tempestivamente i drift produttivi<\/strong> prima che generino prodotto fuori specifica<\/li>\n\n\n\n<li class=\"is-style-font-kode-md-18\"><strong>Abilitare interventi correttivi rapidi<\/strong> da parte di operatori e chimici di laboratorio<\/li>\n\n\n\n<li class=\"is-style-font-kode-md-18\"><strong>Ottimizzare il controllo qualit\u00e0<\/strong> in termini di costo e accuratezza analitica<\/li>\n<\/ul>\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-8f761849 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%\">\n<p class=\"is-style-font-kode-md-18 wp-block-paragraph\">Kode ha sviluppato una versione custom di<a href=\"https:\/\/www.kode-solutions.net\/it\/prodotti-e-framework-di-ai\/spectralizer\/\"> SpectralizeR<\/a>, il suo software chemiometrico AI, con sonde NIR installate in due punti critici dell&#8217;impianto: durante la granulazione e prima del confezionamento.<br><\/p>\n\n\n\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  \">\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\tApplicability Domain\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 ogni tipologia di prodotto \u00e8 stato costruito un modello di Applicability Domain che assegna uno score di validit\u00e0 a ogni spettro acquisito, distinguendo le acquisizioni corrette da quelle anomale e generando alert automatici per gli operatori.<\/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  \">\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\tModello di Calibrazione\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>Sui dati validati, il team di data science ha sviluppato un modello chemiometrico predittivo, addestrato in pi\u00f9 iterazioni per garantire robustezza rispetto a fattori esogeni (polvere, temperatura, luminosit\u00e0). Il modello converte l&#8217;impronta spettrale in un valore di umidit\u00e0 leggibile in dashboard, in forma grafica o tabellare.&nbsp;<\/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  \">\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\tSistema di Decision Support\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>Un&#8217;applicazione web custom, accessibile da qualsiasi postazione, con interfacce differenziate per ruolo:<\/p>\n<ul>\n  <li><em>Per gli operatori di linea:<\/em> monitoraggio real-time con allarmi di superamento soglia, visualizzazione dell&#8217;andamento temporale e <strong>drift prevention<\/strong> tramite modelli previsionali e regole di Statistical Process Control (MSPC).&nbsp;<\/li>\n<\/ul>\n<p><br><\/p>\n<ul>\n  <li><em>Per i chimici di laboratorio:<\/em> una sezione dedicata per gestire i modelli esistenti, applicare pipeline di preprocessing, calcolare l&#8217;Applicability Domain e creare nuove calibrazioni in autonomia \u2014 senza dipendere da supporto esterno.<\/li>\n<\/ul>\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<\/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-8f761849 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:400px; &#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\"><strong><strong><strong>I Risultati<\/strong><\/strong><\/strong><\/h2>\n\n\n\n<p class=\"is-style-font-kode-md-18 wp-block-paragraph\">Grazie all&#8217;integrazione di SpectralizeR, SCAM ha ottenuto:<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li class=\"is-style-font-kode-md-18\"><strong>Riduzione di drift e anomalie<\/strong> grazie al rilevamento precoce e agli alert in tempo reale<\/li>\n\n\n\n<li class=\"is-style-font-kode-md-18\"><strong>Garanzia della qualit\u00e0<\/strong> per ogni singola unit\u00e0 prodotta e commercializzata<\/li>\n\n\n\n<li class=\"is-style-font-kode-md-18\"><strong>Ottimizzazione del processo<\/strong> attraverso monitoraggio continuo e analisi storica per SKU<\/li>\n\n\n\n<li class=\"is-style-font-kode-md-18\"><strong>Autonomia nella ricalibrzione<\/strong> dei modelli chemiometrici da parte del personale di laboratorio<\/li>\n<\/ul>\n\n\n\n<p class=\"wp-block-paragraph\"><\/p>\n\n\n\n<p class=\"is-style-font-kode-md-18 wp-block-paragraph\">SCAM ha integrato operativamente la soluzione in produzione e pu\u00f2 gi\u00e0 certificare la qualit\u00e0 di ogni prodotto immesso sul mercato.<\/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-has-live-image=\"1\"><img loading=\"lazy\" decoding=\"async\" width=\"810\" height=\"400\" src=\"https:\/\/www.kode-solutions.net\/site\/wp-content\/uploads\/2026\/02\/Foto4-SpectralizeR_schermata-gestione-modelli.png\" alt=\"\" class=\"wp-image-8317\" srcset=\"https:\/\/www.kode-solutions.net\/site\/wp-content\/uploads\/2026\/02\/Foto4-SpectralizeR_schermata-gestione-modelli.png 810w, https:\/\/www.kode-solutions.net\/site\/wp-content\/uploads\/2026\/02\/Foto4-SpectralizeR_schermata-gestione-modelli-300x148.png 300w, https:\/\/www.kode-solutions.net\/site\/wp-content\/uploads\/2026\/02\/Foto4-SpectralizeR_schermata-gestione-modelli-768x379.png 768w, https:\/\/www.kode-solutions.net\/site\/wp-content\/uploads\/2026\/02\/Foto4-SpectralizeR_schermata-gestione-modelli-36x18.png 36w, https:\/\/www.kode-solutions.net\/site\/wp-content\/uploads\/2026\/02\/Foto4-SpectralizeR_schermata-gestione-modelli-64x32.png 64w\" sizes=\"auto, (max-width: 810px) 100vw, 810px\" \/><\/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-8f761849 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-has-live-image=\"1\"><img loading=\"lazy\" decoding=\"async\" width=\"1465\" height=\"880\" src=\"https:\/\/www.kode-solutions.net\/site\/wp-content\/uploads\/2026\/02\/Cattura-geospred-e-azotop-30-fondazione-negrini-2021.jpg\" alt=\"\" class=\"wp-image-8315\" srcset=\"https:\/\/www.kode-solutions.net\/site\/wp-content\/uploads\/2026\/02\/Cattura-geospred-e-azotop-30-fondazione-negrini-2021.jpg 1465w, https:\/\/www.kode-solutions.net\/site\/wp-content\/uploads\/2026\/02\/Cattura-geospred-e-azotop-30-fondazione-negrini-2021-300x180.jpg 300w, https:\/\/www.kode-solutions.net\/site\/wp-content\/uploads\/2026\/02\/Cattura-geospred-e-azotop-30-fondazione-negrini-2021-1024x615.jpg 1024w, https:\/\/www.kode-solutions.net\/site\/wp-content\/uploads\/2026\/02\/Cattura-geospred-e-azotop-30-fondazione-negrini-2021-768x461.jpg 768w, https:\/\/www.kode-solutions.net\/site\/wp-content\/uploads\/2026\/02\/Cattura-geospred-e-azotop-30-fondazione-negrini-2021-36x22.jpg 36w, https:\/\/www.kode-solutions.net\/site\/wp-content\/uploads\/2026\/02\/Cattura-geospred-e-azotop-30-fondazione-negrini-2021-64x38.jpg 64w\" sizes=\"auto, (max-width: 1465px) 100vw, 1465px\" \/><\/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:400px; &#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\"><strong>Conclusioni<\/strong><\/h2>\n\n\n\n<p class=\"is-style-font-kode-md-18 wp-block-paragraph\">Il progetto SpectralizeR dimostra come l&#8217;AI chemiometrica, correttamente ingegnerizzata per un contesto industriale, vada ben oltre la raccolta dati: diventa un sistema attivo che protegge la qualit\u00e0, riduce gli scarti e mette gli operatori in condizione di agire in autonomia e in tempo reale. Un approccio pienamente in linea con i principi dello Smart Manufacturing e di Industry 5.0.<br><\/br><\/p>\n\n\n\n<ul style=\"font-size:18px\" class=\"wp-block-list\"><\/ul>\n\n\n\n<p class=\"is-style-font-kode-md-18 wp-block-paragraph\"><\/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\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 questa Case history?<\/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":8310,"parent":5042,"menu_order":0,"comment_status":"closed","ping_status":"closed","template":"","meta":{"footnotes":""},"class_list":["post-8308","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>Case History: SCAM &amp; SpectralizeR<\/title>\n<meta name=\"description\" content=\"Un grande produttore di fertilizzanti si trova ad affrontare una produzione complessa, caratterizzata da grandi lotti e processi lunghi, con una gamma di prodotti diversificata.\" \/>\n<meta name=\"robots\" content=\"index, follow, max-snippet:-1, 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