{"id":10857,"date":"2026-06-16T08:00:35","date_gmt":"2026-06-16T06:00:35","guid":{"rendered":"https:\/\/oytec.es\/?p=10857"},"modified":"2026-06-17T10:17:09","modified_gmt":"2026-06-17T08:17:09","slug":"fast-furious-ebr-implementation","status":"publish","type":"post","link":"https:\/\/oytec.es\/en\/fast-furious-ebr-implementation\/","title":{"rendered":"Fast &#038; Furious eBR Implementation"},"content":{"rendered":"<p>[et_pb_section fb_built=&#8221;1&#8243; _builder_version=&#8221;4.27.4&#8243; _module_preset=&#8221;default&#8221; global_colors_info=&#8221;{}&#8221;][et_pb_row _builder_version=&#8221;4.27.4&#8243; _module_preset=&#8221;default&#8221; custom_padding=&#8221;2px|||||&#8221; global_colors_info=&#8221;{}&#8221;][et_pb_column type=&#8221;4_4&#8243; _builder_version=&#8221;4.27.4&#8243; _module_preset=&#8221;default&#8221; global_colors_info=&#8221;{}&#8221;][et_pb_text _builder_version=&#8221;4.27.6&#8243; _module_preset=&#8221;default&#8221; text_font=&#8221;Montserrat||||||||&#8221; header_font=&#8221;Montserrat||||||||&#8221; header_text_align=&#8221;justify&#8221; header_font_size=&#8221;14px&#8221; text_orientation=&#8221;justified&#8221; global_colors_info=&#8221;{}&#8221;]<\/p>\n<p>YES, that&#8217;s right, a <strong>Fast &amp; Furious eBR Implementation<\/strong> is possible. It is no longer a utopia to carry out an <a href=\"https:\/\/oytec.es\/en\/ebr-solutions\/\" target=\"_blank\" rel=\"noopener\">Electronic Batch Record <\/a>implementation in a <strong>fast and massive<\/strong> way for any manufacturing plant. Regardless of the manufacturing area: bulk, weighing, or packaging. Regardless of the type of manufacturing process: solid dosage forms, gelatine capsules, creams, pellets, injectables, biological processes, API manufacturing\u2026 all of them can be digitalized in a fast and massive way.<\/p>\n<p><strong>Has a miracle formula appeared? A disruptive technology?<\/strong><br \/>No, it is simply necessary to leverage new technologies to define a new approach, a different way of tackling the eBR implementation strategy.<\/p>\n<p><strong>Do I need to change my long-term objective of having a complete eBR with all the expected functionalities?<\/strong> No, I can simply adapt my strategy, my deployment roadmap, reaching the same objective in a more phased manner.<\/p>\n<p>At <a href=\"https:\/\/oytec.es\/en\" target=\"_blank\" rel=\"noopener\">OYTEC<\/a>, we have always approached and will always approach eBR implementation as a <strong>Digital Transformation<\/strong> process, a unique opportunity to improve processes, optimize operations, increase quality, and ensure compliance. But we have always done so from the perspective of an in-depth analysis of processes, the identification and standardization of common operations (operation libraries), as well as the creation of multi-product electronic manufacturing record. <strong>Eliminating 100% of paper<\/strong> and fully optimizing all review processes in order <strong>to achieve full, comprehensive, real-time Review by Exception.<\/strong> This approach also allows us to optimize the creation of future recipes, as well as the modification of existing Batch Records (modification propagation).<\/p>\n<p>[\/et_pb_text][et_pb_image src=&#8221;https:\/\/oytec.es\/wp-content\/uploads\/Siemens-SIMATIC.png&#8221; title_text=&#8221;Siemens SIMATIC&#8221; align=&#8221;center&#8221; _builder_version=&#8221;4.27.6&#8243; _module_preset=&#8221;default&#8221; width=&#8221;45%&#8221; module_alignment=&#8221;center&#8221; box_shadow_style=&#8221;preset2&#8243; box_shadow_horizontal=&#8221;4px&#8221; box_shadow_vertical=&#8221;4px&#8221; global_colors_info=&#8221;{}&#8221;][\/et_pb_image][et_pb_text ol_item_indent=&#8221;40px&#8221; _builder_version=&#8221;4.27.6&#8243; _module_preset=&#8221;default&#8221; text_font=&#8221;Montserrat||||||||&#8221; ul_font=&#8221;Montserrat||||||||&#8221; ol_font=&#8221;Montserrat|&#8211;et_global_body_font_weight|||||||&#8221; ol_text_align=&#8221;justify&#8221; ol_line_height=&#8221;2em&#8221; header_2_font=&#8221;Montserrat||||||||&#8221; header_2_text_align=&#8221;justify&#8221; text_orientation=&#8221;justified&#8221; global_colors_info=&#8221;{}&#8221;]<\/p>\n<p>This &#8220;more traditional&#8221; approach, as we might call it, involves a deep analysis of all processes and starting, from day one, with a complete, or nearly complete, implementation strategy of the functionalities expected from an eBR: material management, equipment, cleaning, full integration with satellite or automation systems, IPCs, eLogbook, among others. This <strong>100% transformative approach from day one<\/strong> requires significant dedication to the initial analysis for each of the processes, delaying the delivery of the first results. Results are not fast, and the ROI comes later.<\/p>\n<p>This new approach, which we call <strong>&#8220;Fast &amp; Furious eBR Implementation&#8221;<\/strong>, allows us to reach the same objective: FULL eBR, but with a different implementation strategy.<\/p>\n<p>&nbsp;<\/p>\n<ol>\n<li>Massive migration of MBRs to eBRs using AI as an automatic conversion tool, which we will call <strong>AI Smart Designer.<\/strong> Furthermore, with the ability for the customer&#8217;s own MBR editors to train the automatic conversion models. It is even possible to train different models, one for each manufacturing area, for example: solids, injectables, liquids, pellets, among others. All of this supported by a <strong>Knowledge Assistant Copilot<\/strong> for MBR editing, using natural language, trained with all the eBR\/MES project information, further accelerating the eBR creation process. In short,<strong><strong><strong> with AI we can train models for each process area, achieving direct conversion levels of over 80%.<br \/>\u00a0<\/strong><\/strong><\/strong><\/li>\n<li>We digitalize Electronic Batch Records quickly and massively, sacrificing some functionalities and with a starting approach that is less transformative. But <strong>the delivery of the first results is much faster, the ROI starts to materialize much earlier<\/strong>, and we have a first layer of digitalization across the entire plant <strong>within the first 3 months.<br \/>\u00a0<\/strong><\/li>\n<li>In a second phase, gradually, we can then consider adding new functionalities or enhancing existing ones with much more transformative strategies, with the goal of <strong>obtaining 100% of the expected benefits.<\/strong> Defining standard operation libraries, designing multi-product electronic batch records, and leveraging the power of the Knowledge Assistant Copilot.<\/li>\n<li style=\"list-style-type: none;\">\u00a0<\/li>\n<\/ol>\n<p>[\/et_pb_text][et_pb_image src=&#8221;https:\/\/oytec.es\/wp-content\/uploads\/FF_3_c.png&#8221; title_text=&#8221;F&#038;F_eBR_implementation&#8221; _builder_version=&#8221;4.27.6&#8243; _module_preset=&#8221;default&#8221; width=&#8221;45%&#8221; module_alignment=&#8221;center&#8221; box_shadow_style=&#8221;preset2&#8243; global_colors_info=&#8221;{}&#8221;][\/et_pb_image][et_pb_text ol_item_indent=&#8221;40px&#8221; _builder_version=&#8221;4.27.6&#8243; _module_preset=&#8221;default&#8221; text_font=&#8221;Montserrat||||||||solid&#8221; ul_font=&#8221;Montserrat||||||||&#8221; ol_font=&#8221;Montserrat|&#8211;et_global_body_font_weight|||||||&#8221; ol_text_align=&#8221;justify&#8221; ol_line_height=&#8221;2em&#8221; header_2_font=&#8221;Montserrat||||||||&#8221; header_2_text_align=&#8221;justify&#8221; text_orientation=&#8221;justified&#8221; hover_enabled=&#8221;0&#8243; global_colors_info=&#8221;{}&#8221; sticky_enabled=&#8221;0&#8243;]<\/p>\n<p>Different paths that converge in a Digital Transformation process where the ROI, sooner or later, surfaces in the form of tremendously tangible benefits:<\/p>\n<ul>\n<li><strong>Batch Record review time reduction of over 75%<\/strong><\/li>\n<li><strong>Batch Record deviation reduction of approximately 98%<\/strong><\/li>\n<li><strong>Data entry time reduction of over 75%<\/strong><\/li>\n<li><strong>Right First-Time rates above 95%<\/strong><\/li>\n<\/ul>\n<p>Want to know how to apply this methodology at your manufacturing site? <strong><a href=\"mailto:info@oytec.es?subject=Fast%20%26%20Furious%20eBR%20Implementation%20%E2%80%93%20Let%27s%20talk&amp;body=Hi%2C%0AI%20want%20to%20digitalize%20my%20plant%20at%20full%20speed.%20Tell%20me%20about%20Fast%20%26%20Furious%20eBR%20Implementation.%0A%0AReady%20to%20hit%20the%20accelerator!\" target=\"_blank\" rel=\"noopener\">We can tell you more about it.<\/a><\/strong><\/p>\n<p>[\/et_pb_text][et_pb_text disabled_on=&#8221;on|on|on&#8221; _builder_version=&#8221;4.27.5&#8243; _module_preset=&#8221;default&#8221; text_font=&#8221;Montserrat||||||||&#8221; header_font=&#8221;Montserrat||||||||&#8221; header_2_font=&#8221;Montserrat||||||||&#8221; header_2_text_align=&#8221;justify&#8221; text_orientation=&#8221;justified&#8221; disabled=&#8221;on&#8221; global_colors_info=&#8221;{}&#8221;]<\/p>\n<h2><strong>How OYTEC Implements AI<\/strong><\/h2>\n<p>OYTEC implements <strong>AI solutions in GxP environments alongside technology partners such as Siemens and Aizon<\/strong>, aligning credibility plans and reports with GMP compliance. For further information, you may <a href=\"https:\/\/oytec.es\/contacto\/\">contact our experts.<\/a> [\/et_pb_text][\/et_pb_column][\/et_pb_row][\/et_pb_section][et_pb_section fb_built=&#8221;1&#8243; _builder_version=&#8221;4.16&#8243; custom_padding=&#8221;9px|||||&#8221; z_index_tablet=&#8221;500&#8243; global_colors_info=&#8221;{}&#8221;][et_pb_row module_class=&#8221; et_pb_row_fullwidth&#8221; _builder_version=&#8221;4.16&#8243; width=&#8221;89%&#8221; width_tablet=&#8221;80%&#8221; width_phone=&#8221;&#8221; width_last_edited=&#8221;on|desktop&#8221; max_width=&#8221;89%&#8221; max_width_tablet=&#8221;80%&#8221; max_width_phone=&#8221;&#8221; max_width_last_edited=&#8221;on|desktop&#8221; custom_padding=&#8221;11px|0px|38.0469px|0px|false|false&#8221; z_index_tablet=&#8221;500&#8243; make_fullwidth=&#8221;on&#8221; global_colors_info=&#8221;{}&#8221;][et_pb_column type=&#8221;4_4&#8243; _builder_version=&#8221;4.16&#8243; custom_padding=&#8221;|||&#8221; global_colors_info=&#8221;{}&#8221; custom_padding__hover=&#8221;|||&#8221;][et_pb_divider _builder_version=&#8221;4.16&#8243; z_index_tablet=&#8221;500&#8243; global_colors_info=&#8221;{}&#8221;][\/et_pb_divider][et_pb_text _builder_version=&#8221;4.27.6&#8243; text_font=&#8221;Roboto||||||||&#8221; text_text_color=&#8221;#000000&#8243; z_index_tablet=&#8221;500&#8243; global_colors_info=&#8221;{}&#8221;]<strong style=\"color: #333333; font-size: 22px;\">Latest News<\/strong> [\/et_pb_text][et_pb_blog fullwidth=&#8221;off&#8221; posts_number=&#8221;3&#8243; include_categories=&#8221;3,5,17,7&#8243; show_more=&#8221;on&#8221; show_date=&#8221;off&#8221; _builder_version=&#8221;4.16&#8243; z_index_tablet=&#8221;500&#8243; box_shadow_style=&#8221;preset3&#8243; global_colors_info=&#8221;{}&#8221;][\/et_pb_blog][et_pb_button button_url=&#8221;https:\/\/oytec.es\/blog-oytec\/&#8221; button_text=&#8221;M\u00e1s noticias&#8221; button_alignment=&#8221;center&#8221; _builder_version=&#8221;4.16&#8243; z_index_tablet=&#8221;500&#8243; global_colors_info=&#8221;{}&#8221;][\/et_pb_button][\/et_pb_column][\/et_pb_row][\/et_pb_section][et_pb_section fb_built=&#8221;1&#8243; _builder_version=&#8221;4.16&#8243; _module_preset=&#8221;default&#8221; background_color=&#8221;#eef1f7&#8243; background_image=&#8221;https:\/\/oytec.es\/wp-content\/uploads\/2021\/03\/Footer_Oytec_400.jpg&#8221; background_enable_image=&#8221;off&#8221; custom_margin=&#8221;||-55px|||&#8221; custom_padding=&#8221;3px||3px|||&#8221; saved_tabs=&#8221;all&#8221; global_colors_info=&#8221;{}&#8221;][et_pb_row column_structure=&#8221;1_5,1_5,1_5,1_5,1_5&#8243; _builder_version=&#8221;4.16&#8243; _module_preset=&#8221;default&#8221; module_alignment=&#8221;center&#8221; global_colors_info=&#8221;{}&#8221;][et_pb_column type=&#8221;1_5&#8243; _builder_version=&#8221;4.16&#8243; _module_preset=&#8221;default&#8221; global_colors_info=&#8221;{}&#8221;][et_pb_text _builder_version=&#8221;4.16&#8243; _module_preset=&#8221;default&#8221; custom_margin=&#8221;-9px||20px||false|false&#8221; global_colors_info=&#8221;{}&#8221;]<strong>BARCELONA<\/strong>[\/et_pb_text][et_pb_text admin_label=&#8221;Texto&#8221; _builder_version=&#8221;4.16&#8243; text_font=&#8221;Roboto||||||||&#8221; text_text_color=&#8221;#636363&#8243; header_3_font=&#8221;|||on|||||&#8221; header_6_text_color=&#8221;#7c7c7c&#8221; background_layout=&#8221;dark&#8221; custom_padding=&#8221;0px|||||&#8221; z_index_tablet=&#8221;500&#8243; global_colors_info=&#8221;{}&#8221;]<\/p>\n<aside>@SANTCUGAT building<\/aside>\n<aside>Av. 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It is no longer a utopia to carry out an Electronic Batch Record implementation in a fast and massive way for any manufacturing plant. Regardless of the manufacturing area: bulk, weighing, or packaging. Regardless of the type of manufacturing process: solid dosage forms, gelatine [&hellip;]<\/p>\n","protected":false},"author":5,"featured_media":10888,"comment_status":"closed","ping_status":"closed","sticky":false,"template":"","format":"standard","meta":{"_et_pb_use_builder":"on","_et_pb_old_content":"<p><a style=\"font-size: 14px;\" href=\"https:\/\/oytec.es\/wp-content\/uploads\/Revista-Farmabiotec-Numero-18-66-71.pdf\"><img class=\"wp-image-10242 aligncenter\" src=\"https:\/\/oytec.es\/wp-content\/uploads\/Captura-revista-Guillem-800x561.png\" alt=\"\" width=\"445\" height=\"312\" \/><\/a>La FDA sit\u00faa la credibilidad como condici\u00f3n indispensable para utilizar IA en decisiones regulatorias farmac\u00e9uticas, en un marco proporcional al riesgo que exige trazabilidad, transparencia y validaci\u00f3n a lo largo de todo el ciclo de vida del modelo. Este enfoque ha sido sintetizado y divulgado por Guillem L\u00f3pez, CSV & QA Manager de OYTEC, autor del an\u00e1lisis publicado en el n\u00famero 18 de la revista FARMABIOTEC.<\/p><h2>Exigencias regulatorias<\/h2><p>El borrador emitido en enero de 2025 define que el rigor de la evaluaci\u00f3n debe ajustarse a la influencia del modelo en la decisi\u00f3n y a la severidad de sus consecuencias, articulando un plan de credibilidad y un reporte final que demuestre idoneidad para el contexto de uso. Entre los elementos clave se incluyen la definici\u00f3n de la pregunta de inter\u00e9s, el contexto de uso, la estratificaci\u00f3n de riesgo, la descripci\u00f3n t\u00e9cnica del modelo y datos, la validaci\u00f3n con m\u00e9tricas justificadas y la planificaci\u00f3n de mantenimiento y monitorizaci\u00f3n del desempe\u00f1o.<\/p><h2>Aportaci\u00f3n de OYTEC y su autor<\/h2><p>Desde OYTEC, Guillem L\u00f3pez destaca la necesidad de un <em>Credibility Assessment Plan<\/em> y un <em>Credibility Assessment Report<\/em> que conecten evidencia t\u00e9cnica con la toma de decisiones reguladas, integrando GxP y marcos como GAMP5 Ed.2 e ISPE para asegurar reproducibilidad y control del cambio.<\/p><h2>OYTEC y la IA, los partners<\/h2><p>OYTEC implementa soluciones de IA en entornos GxP junto a partners tecnol\u00f3gicos como Aizon, alineando planes y reportes de credibilidad con el marco FDA para asegurar trazabilidad, detecci\u00f3n de sesgos y vigilancia de drift post\u2011despliegue.<\/p><p>Para profundizar, puede consultar el art\u00edculo de Guillem L\u00f3pez en FARMABIOTEC (n\u00ba18, p\u00e1gs. 66\u201371)<a href=\"https:\/\/oytec.es\/wp-content\/uploads\/Revista-Farmabiotec-Numero-18-66-71.pdf\" target=\"_blank\" rel=\"noopener\"> Revista Farmabiotec - N\u00famero 18-66-71<\/a><\/p>","_et_gb_content_width":"","_coblocks_attr":"","_coblocks_dimensions":"","_coblocks_responsive_height":"","_coblocks_accordion_ie_support":"","footnotes":""},"categories":[190,175,141,139],"tags":[181,164,199,187],"class_list":["post-10857","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-ai","category-digitalizacion-en","category-pharma-digital-transformation","category-pharma-digitalization","tag-2026-en","tag-ai-en","tag-ebr","tag-gmp-en"],"yoast_head":"<!-- This site is optimized with the Yoast SEO plugin v28.7 - https:\/\/yoast.com\/product\/yoast-seo-wordpress\/ -->\n<title>Fast &amp; 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