{"id":69180,"date":"2025-07-02T14:43:20","date_gmt":"2025-07-02T13:43:20","guid":{"rendered":"https:\/\/aicongress.barcelona\/desplegia\/"},"modified":"2025-09-26T11:30:06","modified_gmt":"2025-09-26T10:30:06","slug":"desplegia","status":"publish","type":"post","link":"https:\/\/aicongress.barcelona\/en\/desplegia\/","title":{"rendered":"11.15h to 12.15h<br>FROM TEST TO DEPLOYMENT: SCALING AI SUCCESSFULLY"},"content":{"rendered":"<div class=\"wpb-content-wrapper\"><p>[vc_section][vc_row css=&#8221;.vc_custom_1681910300131{padding-bottom: 30px !important;}&#8221;][vc_column]<div id=\"ultimate-heading-10026ab2b5859bb7b\" class=\"uvc-heading ult-adjust-bottom-margin ultimate-heading-10026ab2b5859bb7b uvc-70  uvc-heading-default-font-sizes\" data-hspacer=\"line_only\"  data-halign=\"left\" style=\"text-align:left\"><div class=\"uvc-main-heading ult-responsive\"  data-ultimate-target='.uvc-heading.ultimate-heading-10026ab2b5859bb7b h2'  data-responsive-json-new='{\"font-size\":\"\",\"line-height\":\"\"}' ><h2 style=\"--font-weight:theme;color:#0066EF;\">FROM TEST TO DEPLOYMENT: SCALING AI SUCCESSFULLY<\/h2><\/div><div class=\"uvc-heading-spacer line_only\" style=\"topheight:1px;\"><span class=\"uvc-headings-line\" style=\"border-style:solid;border-bottom-width:1px;border-color:#0066EF;width:100px;\"><\/span><\/div><div class=\"uvc-sub-heading ult-responsive\"  data-ultimate-target='.uvc-heading.ultimate-heading-10026ab2b5859bb7b .uvc-sub-heading '  data-responsive-json-new='{\"font-size\":\"\",\"line-height\":\"\"}'  style=\"font-weight:normal;\"><\/p>\n<h3><strong>23 October 2025 | <\/strong>11.15h to 12.15h<\/h3>\n<p><\/div><\/div>[\/vc_column][\/vc_row][vc_row full_width=&#8221;stretch_row&#8221; bg_type=&#8221;bg_color&#8221; bg_color_value=&#8221;#ededed&#8221; css=&#8221;.vc_custom_1681913912294{padding-top: 30px !important;padding-bottom: 30px !important;}&#8221;][vc_column][vc_row_inner][vc_column_inner][vc_column_text css=&#8221;&#8221;]<\/p>\n<h4>AI initiatives often get stuck in the proof-of-concept stage and fail to scale.<\/h4>\n<h4>In this session, we will see real-world examples of how companies have managed to bring artificial intelligence solutions to their production environment in different sectors, generating operational or strategic impacts.<\/h4>\n<h4>This session will help us to understand the key success factors, common barriers and lessons learned on the path from innovation to implementation.<\/h4>\n<h4>Presenter:<\/h4>\n<ul>\n<li>\n<h4>Carolina Migliorelli, Head of Research Line (Healthcare Artificial Intelligence), Eurecat<\/h4>\n<\/li>\n<\/ul>\n<h4>Participate:<\/h4>\n<ul>\n<li>\n<h4>Pau L\u00f3pez, Head of Information Systems, Catalan Health Institute (ICS)<\/h4>\n<\/li>\n<li>\n<h4>Carles Rubies, Director of Digital Transformation, Granollers General Hospital<\/h4>\n<\/li>\n<li>\n<h4>Oriol Canillas, IT Technician &amp; Ernest Ceballos, Data Analyst, SOME S.A.<\/h4>\n<\/li>\n<li>\n<h4>Pol Colomer, Co-Founder &amp; Co-CEO, Dribia Data Research<\/h4>\n<\/li>\n<\/ul>\n<p>[\/vc_column_text][\/vc_column_inner][\/vc_row_inner][\/vc_column][\/vc_row][vc_row][vc_column][vc_empty_space]<div id=\"ultimate-heading-21336ab2b5859bc59\" class=\"uvc-heading ult-adjust-bottom-margin ultimate-heading-21336ab2b5859bc59 uvc-9841  uvc-heading-default-font-sizes\" data-hspacer=\"line_only\"  data-halign=\"left\" style=\"text-align:left\"><div class=\"uvc-main-heading ult-responsive\"  data-ultimate-target='.uvc-heading.ultimate-heading-21336ab2b5859bc59 h2'  data-responsive-json-new='{\"font-size\":\"\",\"line-height\":\"\"}' ><h2 style=\"--font-weight:theme;color:#0066EF;\">Presenter<\/h2><\/div><div class=\"uvc-heading-spacer line_only\" style=\"topheight:1px;\"><span class=\"uvc-headings-line\" style=\"border-style:solid;border-bottom-width:1px;border-color:#0066EF;width:100px;\"><\/span><\/div><\/div>[\/vc_column][\/vc_row][vc_row full_width=&#8221;stretch_row&#8221; bg_type=&#8221;bg_color&#8221; bg_color_value=&#8221;#ffffff&#8221; css=&#8221;.vc_custom_1683718841357{padding-top: 30px !important;padding-bottom: 30px !important;}&#8221;][vc_column][vc_row_inner][vc_column_inner width=&#8221;1\/4&#8243;][vc_single_image image=&#8221;70346&#8243; img_size=&#8221;full&#8221; css=&#8221;&#8221;][vc_empty_space][vc_column_text css=&#8221;&#8221;]<\/p>\n<p style=\"text-align: center;\"><strong><a href=\"https:\/\/eurecat.org\/\" target=\"_blank\" rel=\"noopener\">eurecat.org<\/a>\u00a0|\u00a0<\/strong><strong><a href=\"https:\/\/twitter.com\/Eurecat_news\" target=\"_blank\" rel=\"noopener\">@Eurecat_news\u00a0<\/a>|\u00a0<a href=\"https:\/\/www.instagram.com\/eurecat_org\/#\" target=\"_blank\" rel=\"noopener\">Instagram<\/a><\/strong><\/p>\n<p>[\/vc_column_text][\/vc_column_inner][vc_column_inner width=&#8221;3\/4&#8243;]<div id=\"ultimate-heading-20166ab2b5859bcef\" class=\"uvc-heading ult-adjust-bottom-margin ultimate-heading-20166ab2b5859bcef uvc-434  uvc-heading-default-font-sizes\" data-hspacer=\"line_only\"  data-halign=\"left\" style=\"text-align:left\"><div class=\"uvc-main-heading ult-responsive\"  data-ultimate-target='.uvc-heading.ultimate-heading-20166ab2b5859bcef h2'  data-responsive-json-new='{\"font-size\":\"\",\"line-height\":\"\"}' ><h2 style=\"--font-weight:theme;\">CAROLINA MIGLIORELLI<\/h2><\/div><div class=\"uvc-heading-spacer line_only\" style=\"topheight:1px;\"><span class=\"uvc-headings-line\" style=\"border-style:solid;border-bottom-width:1px;border-color:#0066EF;width:100px;\"><\/span><\/div><div class=\"uvc-sub-heading ult-responsive\"  data-ultimate-target='.uvc-heading.ultimate-heading-20166ab2b5859bcef .uvc-sub-heading '  data-responsive-json-new='{\"font-size\":\"\",\"line-height\":\"\"}'  style=\"font-weight:normal;\"><\/p>\n<h4>Head of Research Line (Healthcare Artificial Intelligence), Eurecat<\/h4>\n<p><\/div><\/div>[vc_column_text css=&#8221;&#8221;]<\/p>\n<h4>Dr. Carolina Migliorelli Falcone is the head of the research line on Trustworthy Artificial Intelligence for Healthcare within the Digital Health Unit at Eurecat. Her research career began with a doctoral thesis at the Center for Biomedical Engineering Research (CREB &#8211; UPC), followed by a postdoctoral fellowship at the Network Center for Biomedical Research (CIBER-BBN).<\/h4>\n<h4>Her work focuses on the development of artificial intelligence systems for healthcare, with a particular emphasis on trust, explainability, and security. She leads projects aimed at creating advanced machine learning algorithms that support clinical decision-making, facilitate patient classification and stratification, and promote data-driven, personalized interventions. She also works on solutions that empower individuals to manage their health and improve their lifestyle through reliable and user-friendly digital technologies.<\/h4>\n<h4>She has extensive experience in biomedical data processing and analysis, as well as in integrating clinical data in complex environments. She holds a PhD in Biomedical Engineering (UPC), a Master&#8217;s degree in Biomedical Engineering (UB-UPC), and a Bachelor&#8217;s degree in Telecommunications Engineering with a specialization in Electronic Systems (UPC).<\/h4>\n<p>[\/vc_column_text][\/vc_column_inner][\/vc_row_inner][\/vc_column][\/vc_row][vc_row][vc_column][vc_empty_space]<div id=\"ultimate-heading-52986ab2b5859bd7f\" class=\"uvc-heading ult-adjust-bottom-margin ultimate-heading-52986ab2b5859bd7f uvc-1069  uvc-heading-default-font-sizes\" data-hspacer=\"line_only\"  data-halign=\"left\" style=\"text-align:left\"><div class=\"uvc-main-heading ult-responsive\"  data-ultimate-target='.uvc-heading.ultimate-heading-52986ab2b5859bd7f h2'  data-responsive-json-new='{\"font-size\":\"\",\"line-height\":\"\"}' ><h2 style=\"--font-weight:theme;color:#0066EF;\">Speakers<\/h2><\/div><div class=\"uvc-heading-spacer line_only\" style=\"topheight:1px;\"><span class=\"uvc-headings-line\" style=\"border-style:solid;border-bottom-width:1px;border-color:#0066EF;width:100px;\"><\/span><\/div><\/div>[\/vc_column][\/vc_row][vc_row full_width=&#8221;stretch_row&#8221; bg_type=&#8221;bg_color&#8221; bg_color_value=&#8221;#ffffff&#8221; css=&#8221;.vc_custom_1683718841357{padding-top: 30px !important;padding-bottom: 30px !important;}&#8221;][vc_column][vc_row_inner][vc_column_inner width=&#8221;1\/4&#8243;][vc_single_image image=&#8221;70343&#8243; img_size=&#8221;full&#8221; css=&#8221;&#8221;][vc_empty_space][vc_column_text css=&#8221;&#8221;]<\/p>\n<p style=\"text-align: center;\"><strong><a href=\"https:\/\/ics.gencat.cat\/ca\/inici\" target=\"_blank\" rel=\"noopener\">Institut Catal\u00e0 de la Salut (ICS)<\/a> | <a href=\"https:\/\/www.linkedin.com\/in\/pau-l%C3%B3pez-garc%C3%ADa-494308b\/?originalSubdomain=es\" target=\"_blank\" rel=\"noopener\">Linkedin<\/a><\/strong><\/p>\n<p>[\/vc_column_text][\/vc_column_inner][vc_column_inner width=&#8221;3\/4&#8243;]<div id=\"ultimate-heading-66676ab2b5859be0c\" class=\"uvc-heading ult-adjust-bottom-margin ultimate-heading-66676ab2b5859be0c uvc-1997  uvc-heading-default-font-sizes\" data-hspacer=\"line_only\"  data-halign=\"left\" style=\"text-align:left\"><div class=\"uvc-main-heading ult-responsive\"  data-ultimate-target='.uvc-heading.ultimate-heading-66676ab2b5859be0c h2'  data-responsive-json-new='{\"font-size\":\"\",\"line-height\":\"\"}' ><h2 style=\"--font-weight:theme;\">PAU L\u00d3PEZ<\/h2><\/div><div class=\"uvc-heading-spacer line_only\" style=\"topheight:1px;\"><span class=\"uvc-headings-line\" style=\"border-style:solid;border-bottom-width:1px;border-color:#0066EF;width:100px;\"><\/span><\/div><div class=\"uvc-sub-heading ult-responsive\"  data-ultimate-target='.uvc-heading.ultimate-heading-66676ab2b5859be0c .uvc-sub-heading '  data-responsive-json-new='{\"font-size\":\"\",\"line-height\":\"\"}'  style=\"font-weight:normal;\"><\/p>\n<h4>Head of Information Systems, Catalan Health Institute (ICS)<\/h4>\n<p><\/div><\/div>[vc_column_text css=&#8221;&#8221;]<\/p>\n<h4><strong><strong>Pau L\u00f3pez<\/strong> graduated as a Telecommunications Engineer in 1999. Since then, he has held various roles in healthcare information systems across several institutions. In 2019, he led the creation and deployment of the DigiPatICS project, focused on digitizing the Pathology Services of the Catalan Health Institute (ICS). This initiative also paved the way for the development of AI algorithms applied to cellular imaging, positioning the project as a European leader in digital pathology. He currently serves as Head of Information Systems at ICS and supports corporate initiatives related to the implementation of artificial intelligence solutions.<\/strong><\/h4>\n<p>[\/vc_column_text][vc_empty_space]<div id=\"ultimate-heading-54556ab2b5859be90\" class=\"uvc-heading ult-adjust-bottom-margin ultimate-heading-54556ab2b5859be90 uvc-5925  uvc-heading-default-font-sizes\" data-hspacer=\"no_spacer\"  data-halign=\"left\" style=\"text-align:left\"><div class=\"uvc-heading-spacer no_spacer\" style=\"top\"><\/div><div class=\"uvc-main-heading ult-responsive\"  data-ultimate-target='.uvc-heading.ultimate-heading-54556ab2b5859be90 h4'  data-responsive-json-new='{\"font-size\":\"\",\"line-height\":\"\"}' ><h4 style=\"--font-weight:theme;color:#0066EF;\">Artificial Intelligence Applied to Digital Pathology: The DigiPatICS Project<\/h4><\/div><\/div>[vc_empty_space][vc_column_text css=&#8221;&#8221;]<\/p>\n<h4>The digitization of pathology slides within the DigiPatICS project has opened new opportunities for the development of artificial intelligence algorithms, aimed at cellular quantification and tumor pattern recognition, among other applications. Several of these algorithms are already integrated into the daily workflow of pathologists. They have been developed in collaboration with the Polytechnic University of Catalonia (UPC), with the support of pathology professionals, using various AI approaches to ensure clinical applicability.<\/h4>\n<p>[\/vc_column_text][\/vc_column_inner][\/vc_row_inner][\/vc_column][\/vc_row][vc_row full_width=&#8221;stretch_row&#8221; bg_type=&#8221;bg_color&#8221; bg_color_value=&#8221;#ffffff&#8221; css=&#8221;.vc_custom_1683718841357{padding-top: 30px !important;padding-bottom: 30px !important;}&#8221;][vc_column][vc_row_inner][vc_column_inner width=&#8221;1\/4&#8243;][vc_single_image image=&#8221;69544&#8243; img_size=&#8221;full&#8221; css=&#8221;&#8221;][vc_empty_space][vc_column_text css=&#8221;&#8221;]<\/p>\n<p style=\"text-align: center;\"><strong><a href=\"https:\/\/www.fphag.org\/\" target=\"_blank\" rel=\"noopener\">Hospital General de Granollers<\/a> | <a href=\"https:\/\/www.linkedin.com\/in\/carles-rubies-feijoo-5ab14421\/\" target=\"_blank\" rel=\"noopener\">Linkedin<\/a><\/strong><\/p>\n<p>[\/vc_column_text][\/vc_column_inner][vc_column_inner width=&#8221;3\/4&#8243;]<div id=\"ultimate-heading-70806ab2b5859bf15\" class=\"uvc-heading ult-adjust-bottom-margin ultimate-heading-70806ab2b5859bf15 uvc-663  uvc-heading-default-font-sizes\" data-hspacer=\"line_only\"  data-halign=\"left\" style=\"text-align:left\"><div class=\"uvc-main-heading ult-responsive\"  data-ultimate-target='.uvc-heading.ultimate-heading-70806ab2b5859bf15 h2'  data-responsive-json-new='{\"font-size\":\"\",\"line-height\":\"\"}' ><h2 style=\"--font-weight:theme;\">CARLES RUBIES<\/h2><\/div><div class=\"uvc-heading-spacer line_only\" style=\"topheight:1px;\"><span class=\"uvc-headings-line\" style=\"border-style:solid;border-bottom-width:1px;border-color:#0066EF;width:100px;\"><\/span><\/div><div class=\"uvc-sub-heading ult-responsive\"  data-ultimate-target='.uvc-heading.ultimate-heading-70806ab2b5859bf15 .uvc-sub-heading '  data-responsive-json-new='{\"font-size\":\"\",\"line-height\":\"\"}'  style=\"font-weight:normal;\"><\/p>\n<h4>Digital Transformation Director, Hospital General de Granollers<\/h4>\n<p><\/div><\/div>[vc_column_text css=&#8221;&#8221;]<\/p>\n<h4>Carles Rubies is a mathematician and expert in information technologies applied to health, with more than 30 years of experience in digital healthcare innovation. He has led pioneering projects in medical imaging systems and, currently, as CIO of the General Hospital of Granollers, he drives the digital transformation and implementation of Generative Artificial Intelligence in an institution with more than 2,000 professionals. He has deployed clinical digitalization projects, BI, cybersecurity and Artificial Intelligence initiatives, integrating innovation with real impact on care and operational efficiency.<\/h4>\n<p>[\/vc_column_text][vc_empty_space]<div id=\"ultimate-heading-85356ab2b5859bfa8\" class=\"uvc-heading ult-adjust-bottom-margin ultimate-heading-85356ab2b5859bfa8 uvc-805  uvc-heading-default-font-sizes\" data-hspacer=\"no_spacer\"  data-halign=\"left\" style=\"text-align:left\"><div class=\"uvc-heading-spacer no_spacer\" style=\"top\"><\/div><div class=\"uvc-main-heading ult-responsive\"  data-ultimate-target='.uvc-heading.ultimate-heading-85356ab2b5859bfa8 h4'  data-responsive-json-new='{\"font-size\":\"\",\"line-height\":\"\"}' ><h4 style=\"--font-weight:theme;color:#0066EF;\">Granollers Hospital strategy for the implementation of the IAG<\/h4><\/div><\/div>[vc_empty_space][vc_column_text css=&#8221;&#8221;]<\/p>\n<h4>From testing to real deployment, with impact. The General Hospital of Granollers is implementing the use of Generative AI in real clinical environments. AI agents are being integrated into day-to-day operations to write discharge reports, prepare Clinical History summaries and respond to complaints, among other things. With leadership from digital transformation, co-creation with professionals and an active culture of training and continuous improvement, the project has generated a high operational and cultural impact, demonstrating that it is possible to scale AI with meaning, efficiency, quality and sustainability.<\/h4>\n<p>[\/vc_column_text][\/vc_column_inner][\/vc_row_inner][\/vc_column][\/vc_row][vc_row full_width=&#8221;stretch_row&#8221; bg_type=&#8221;bg_color&#8221; bg_color_value=&#8221;#ffffff&#8221; css=&#8221;.vc_custom_1683718841357{padding-top: 30px !important;padding-bottom: 30px !important;}&#8221;][vc_column][vc_row_inner][vc_column_inner width=&#8221;1\/4&#8243;][vc_empty_space][vc_single_image image=&#8221;68552&#8243; img_size=&#8221;full&#8221; css=&#8221;&#8221;][vc_empty_space][vc_column_text css=&#8221;&#8221;]<\/p>\n<p style=\"text-align: center;\"><a href=\"http:\/\/www.some.es\" target=\"_blank\" rel=\"noopener\"><strong>www.some.es<\/strong><\/a><strong> | <a href=\"https:\/\/www.linkedin.com\/in\/oriol-canillas-gautier-97511a334\/\" target=\"_blank\" rel=\"noopener\">LinkedIn<\/a><\/strong><\/p>\n<p>[\/vc_column_text][vc_empty_space][vc_single_image image=&#8221;68519&#8243; img_size=&#8221;full&#8221; css=&#8221;&#8221;][vc_empty_space][vc_column_text css=&#8221;&#8221;]<\/p>\n<p style=\"text-align: center;\"><a href=\"http:\/\/www.some.es\" target=\"_blank\" rel=\"noopener\"><strong>www.some.es<\/strong><\/a><strong> | <a href=\"https:\/\/www.linkedin.com\/in\/ernest-ceballos-ortega-69728819a\/\" target=\"_blank\" rel=\"noopener\">LinkedIn<\/a><\/strong><\/p>\n<p>[\/vc_column_text][\/vc_column_inner][vc_column_inner width=&#8221;3\/4&#8243;][vc_empty_space]<div id=\"ultimate-heading-13236ab2b5859c02e\" class=\"uvc-heading ult-adjust-bottom-margin ultimate-heading-13236ab2b5859c02e uvc-880  uvc-heading-default-font-sizes\" data-hspacer=\"line_only\"  data-halign=\"left\" style=\"text-align:left\"><div class=\"uvc-main-heading ult-responsive\"  data-ultimate-target='.uvc-heading.ultimate-heading-13236ab2b5859c02e h2'  data-responsive-json-new='{\"font-size\":\"\",\"line-height\":\"\"}' ><h2 style=\"--font-weight:theme;\">ORIOL CANILLAS<\/h2><\/div><div class=\"uvc-heading-spacer line_only\" style=\"topheight:1px;\"><span class=\"uvc-headings-line\" style=\"border-style:solid;border-bottom-width:1px;border-color:#0066EF;width:100px;\"><\/span><\/div><div class=\"uvc-sub-heading ult-responsive\"  data-ultimate-target='.uvc-heading.ultimate-heading-13236ab2b5859c02e .uvc-sub-heading '  data-responsive-json-new='{\"font-size\":\"\",\"line-height\":\"\"}'  style=\"font-weight:normal;\"><\/p>\n<h4>IT Technician, SOME S.A.<\/h4>\n<p><\/div><\/div>[vc_column_text css=&#8221;&#8221;]<\/p>\n<h4>Computer Systems and Networks Technician, currently IT Intern at SOME S.A.U. He has participated in projects involving the integration of touch screens, RPA, and Machine Learning to improve production processes and reduce non-conformities.<\/h4>\n<p>[\/vc_column_text][vc_empty_space][vc_empty_space][vc_empty_space]<div id=\"ultimate-heading-12336ab2b5859c0c8\" class=\"uvc-heading ult-adjust-bottom-margin ultimate-heading-12336ab2b5859c0c8 uvc-2474  uvc-heading-default-font-sizes\" data-hspacer=\"line_only\"  data-halign=\"left\" style=\"text-align:left\"><div class=\"uvc-main-heading ult-responsive\"  data-ultimate-target='.uvc-heading.ultimate-heading-12336ab2b5859c0c8 h2'  data-responsive-json-new='{\"font-size\":\"\",\"line-height\":\"\"}' ><h2 style=\"--font-weight:theme;\">ERNEST CEBALLOS<\/h2><\/div><div class=\"uvc-heading-spacer line_only\" style=\"topheight:1px;\"><span class=\"uvc-headings-line\" style=\"border-style:solid;border-bottom-width:1px;border-color:#0066EF;width:100px;\"><\/span><\/div><div class=\"uvc-sub-heading ult-responsive\"  data-ultimate-target='.uvc-heading.ultimate-heading-12336ab2b5859c0c8 .uvc-sub-heading '  data-responsive-json-new='{\"font-size\":\"\",\"line-height\":\"\"}'  style=\"font-weight:normal;\"><\/p>\n<h4>Data Analyst, SOME S.A.<\/h4>\n<p><\/div><\/div>[vc_column_text css=&#8221;&#8221;]<\/p>\n<h4>Graduated in Computer Engineering from the University of Girona (UdG) and currently IT Intern at SOME S.A.U. Passionate about data analytics, he works on Machine Learning projects applied to industry. Starting in 2025, he will begin a Master&#8217;s in Bioinformatics at Aarhus University.<\/h4>\n<p>[\/vc_column_text][vc_empty_space]<div id=\"ultimate-heading-72746ab2b5859c147\" class=\"uvc-heading ult-adjust-bottom-margin ultimate-heading-72746ab2b5859c147 uvc-9101  uvc-heading-default-font-sizes\" data-hspacer=\"no_spacer\"  data-halign=\"left\" style=\"text-align:left\"><div class=\"uvc-heading-spacer no_spacer\" style=\"top\"><\/div><div class=\"uvc-main-heading ult-responsive\"  data-ultimate-target='.uvc-heading.ultimate-heading-72746ab2b5859c147 h4'  data-responsive-json-new='{\"font-size\":\"\",\"line-height\":\"\"}' ><h4 style=\"--font-weight:theme;color:#0066EF;\">From Data to Value: Real-Time Defect Prediction in Production Using AI<\/h4><\/div><\/div>[vc_empty_space][vc_column_text css=&#8221;&#8221;]<\/p>\n<h4>In this talk, we present an AI project developed at SOME S.A.U. to predict defects in metal parts in real time. Using data collected during production and models such as LSTM and HMM, promising results have been achieved to improve quality, reduce costs, and scale the solution within the framework of Industry 4.0.<\/h4>\n<p>[\/vc_column_text][\/vc_column_inner][\/vc_row_inner][\/vc_column][\/vc_row][vc_row full_width=&#8221;stretch_row&#8221; bg_type=&#8221;bg_color&#8221; bg_color_value=&#8221;#ffffff&#8221; css=&#8221;.vc_custom_1683718841357{padding-top: 30px !important;padding-bottom: 30px !important;}&#8221;][vc_column][vc_row_inner][vc_column_inner width=&#8221;1\/4&#8243;][vc_single_image image=&#8221;70092&#8243; img_size=&#8221;full&#8221; css=&#8221;&#8221;][vc_empty_space][vc_column_text css=&#8221;&#8221;]<\/p>\n<p style=\"text-align: center;\"><a href=\"http:\/\/www.dribia.com\" target=\"_blank\" rel=\"noopener\"><strong>www.dribia.com<\/strong><\/a> | <strong><a href=\"https:\/\/www.linkedin.com\/in\/polcolomer\/\" target=\"_blank\" rel=\"noopener\">LinkedIn<\/a><\/strong><\/p>\n<p>[\/vc_column_text][\/vc_column_inner][vc_column_inner width=&#8221;3\/4&#8243;]<div id=\"ultimate-heading-80616ab2b5859c1ce\" class=\"uvc-heading ult-adjust-bottom-margin ultimate-heading-80616ab2b5859c1ce uvc-5498  uvc-heading-default-font-sizes\" data-hspacer=\"line_only\"  data-halign=\"left\" style=\"text-align:left\"><div class=\"uvc-main-heading ult-responsive\"  data-ultimate-target='.uvc-heading.ultimate-heading-80616ab2b5859c1ce h2'  data-responsive-json-new='{\"font-size\":\"\",\"line-height\":\"\"}' ><h2 style=\"--font-weight:theme;\">POL COLOMER<\/h2><\/div><div class=\"uvc-heading-spacer line_only\" style=\"topheight:1px;\"><span class=\"uvc-headings-line\" style=\"border-style:solid;border-bottom-width:1px;border-color:#0066EF;width:100px;\"><\/span><\/div><div class=\"uvc-sub-heading ult-responsive\"  data-ultimate-target='.uvc-heading.ultimate-heading-80616ab2b5859c1ce .uvc-sub-heading '  data-responsive-json-new='{\"font-size\":\"\",\"line-height\":\"\"}'  style=\"font-weight:normal;\"><\/p>\n<h4>Co-Founder &amp; Co-CEO, Dribia Data Research<\/h4>\n<p><\/div><\/div>[vc_column_text css=&#8221;&#8221;]<\/p>\n<h4><strong>Pol Colomer <\/strong> holds a PhD in Physics focused on complex networks from the University of Barcelona, with research experience at UC San Diego. After academia, he spent over six years as a data scientist at King\u2014the company behind Candy Crush\u2014optimizing mobile games through analytics and machine learning. For the past eight years, he has been co-founder and co-CEO of Dribia, a Barcelona-based data science studio that designs and delivers tailored AI solutions for companies across industries.<\/h4>\n<p>[\/vc_column_text][vc_empty_space]<div id=\"ultimate-heading-13626ab2b5859c24a\" class=\"uvc-heading ult-adjust-bottom-margin ultimate-heading-13626ab2b5859c24a uvc-4972  uvc-heading-default-font-sizes\" data-hspacer=\"no_spacer\"  data-halign=\"left\" style=\"text-align:left\"><div class=\"uvc-heading-spacer no_spacer\" style=\"top\"><\/div><div class=\"uvc-main-heading ult-responsive\"  data-ultimate-target='.uvc-heading.ultimate-heading-13626ab2b5859c24a h4'  data-responsive-json-new='{\"font-size\":\"\",\"line-height\":\"\"}' ><h4 style=\"--font-weight:theme;color:#0066EF;\">Daima Project: Automatic Composition Detection Using Images<\/h4><\/div><\/div>[vc_empty_space][vc_column_text css=&#8221;&#8221;]<\/p>\n<h4>The Daima project emerged from Celsa&#8217;s need, a leading steel manufacturer, to automatically classify the quality of scrap metal received. This algorithmic solution, based on artificial intelligence and deep learning, utilizes convolutional neural networks to analyze images from static cameras and identify different material qualities in real time. The system, which emulates manual work, improves operator safety, increases the objectivity of the assessment, and streamlines the process, with the added benefit of prediction explainability.<\/h4>\n<p>[\/vc_column_text][\/vc_column_inner][\/vc_row_inner][\/vc_column][\/vc_row][\/vc_section]<\/p>\n<\/div>","protected":false},"excerpt":{"rendered":"<p>[vc_section][vc_row css=&#8221;.vc_custom_1681910300131{padding-bottom: 30px !important;}&#8221;][vc_column][\/vc_column][\/vc_row][vc_row full_width=&#8221;stretch_row&#8221; bg_type=&#8221;bg_color&#8221; bg_color_value=&#8221;#ededed&#8221; css=&#8221;.vc_custom_1681913912294{padding-top: 30px !important;padding-bottom: 30px !important;}&#8221;][vc_column][vc_row_inner][vc_column_inner][vc_column_text css=&#8221;&#8221;] AI initiatives often get stuck in the proof-of-concept stage and fail to scale. In this session, we will see real-world examples of how companies have managed to bring artificial intelligence solutions to their production environment in different sectors, generating operational or strategic&hellip;<\/p>\n","protected":false},"author":4,"featured_media":0,"comment_status":"closed","ping_status":"closed","sticky":false,"template":"","format":"standard","meta":{"footnotes":""},"categories":[522],"tags":[],"class_list":["post-69180","post","type-post","status-publish","format-standard","hentry","category-uncategorized","category-522","description-off"],"yoast_head":"<!-- This site is optimized with the Yoast SEO plugin v28.5 - https:\/\/yoast.com\/product\/yoast-seo-wordpress\/ -->\n<title>11.15h to 12.15hFROM TEST TO DEPLOYMENT: SCALING AI SUCCESSFULLY - AI Congress<\/title>\n<meta name=\"robots\" content=\"index, follow, max-snippet:-1, max-image-preview:large, max-video-preview:-1\" \/>\n<link rel=\"canonical\" href=\"https:\/\/aicongress.barcelona\/en\/desplegia\/\" \/>\n<meta property=\"og:locale\" content=\"en_US\" \/>\n<meta property=\"og:type\" content=\"article\" \/>\n<meta property=\"og:title\" content=\"11.15h to 12.15hFROM TEST TO DEPLOYMENT: SCALING AI SUCCESSFULLY - AI Congress\" \/>\n<meta property=\"og:description\" content=\"[vc_section][vc_row css=&#8221;.vc_custom_1681910300131{padding-bottom: 30px !important;}&#8221;][vc_column][\/vc_column][\/vc_row][vc_row full_width=&#8221;stretch_row&#8221; bg_type=&#8221;bg_color&#8221; bg_color_value=&#8221;#ededed&#8221; css=&#8221;.vc_custom_1681913912294{padding-top: 30px !important;padding-bottom: 30px !important;}&#8221;][vc_column][vc_row_inner][vc_column_inner][vc_column_text css=&#8221;&#8221;] AI initiatives often get stuck in the proof-of-concept stage and fail to scale. 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