{"id":12833,"date":"2025-11-19T12:07:58","date_gmt":"2025-11-19T11:07:58","guid":{"rendered":"https:\/\/ciphix.io\/?post_type=case&#038;p=12833"},"modified":"2026-03-09T14:52:31","modified_gmt":"2026-03-09T13:52:31","slug":"jbt-marel-ai-agent-teams","status":"publish","type":"case","link":"https:\/\/ciphix.io\/en\/case\/jbt-marel-ai-agent-teams\/","title":{"rendered":"Knowledge accessible with an AI Agent in Teams"},"content":{"rendered":"[vc_row type=&#8221;full_width_background&#8221; full_screen_row_position=&#8221;middle&#8221; column_margin=&#8221;default&#8221; equal_height=&#8221;yes&#8221; content_placement=&#8221;middle&#8221; column_direction=&#8221;default&#8221; column_direction_tablet=&#8221;default&#8221; column_direction_phone=&#8221;default&#8221; bg_image=&#8221;10443&#8243; bg_position=&#8221;center top&#8221; background_image_loading=&#8221;default&#8221; bg_repeat=&#8221;no-repeat&#8221; scene_position=&#8221;center&#8221; top_padding=&#8221;200&#8243; bottom_padding=&#8221;50&#8243; top_padding_tablet=&#8221;140&#8243; bottom_margin=&#8221;100&#8243; text_color=&#8221;dark&#8221; text_align=&#8221;left&#8221; row_border_radius=&#8221;none&#8221; row_border_radius_applies=&#8221;bg&#8221; overflow=&#8221;visible&#8221; class=&#8221;hero__metVideo&#8221; enable_gradient=&#8221;true&#8221; color_overlay=&#8221;rgba(255,255,255,0.01)&#8221; color_overlay_2=&#8221;#2d3668&#8243; overlay_strength=&#8221;0.8&#8243; gradient_direction=&#8221;left_t_to_right_b&#8221; shape_divider_position=&#8221;bottom&#8221; bg_image_animation=&#8221;none&#8221; gradient_type=&#8221;default&#8221; shape_type=&#8221;&#8221;][vc_column column_padding=&#8221;no-extra-padding&#8221; column_padding_tablet=&#8221;inherit&#8221; column_padding_phone=&#8221;inherit&#8221; column_padding_position=&#8221;all&#8221; column_element_direction_desktop=&#8221;default&#8221; column_element_spacing=&#8221;default&#8221; desktop_text_alignment=&#8221;default&#8221; tablet_text_alignment=&#8221;default&#8221; phone_text_alignment=&#8221;default&#8221; background_color_opacity=&#8221;1&#8243; background_hover_color_opacity=&#8221;1&#8243; column_backdrop_filter=&#8221;none&#8221; column_shadow=&#8221;none&#8221; column_border_radius=&#8221;none&#8221; column_link_target=&#8221;_self&#8221; column_position=&#8221;default&#8221; gradient_direction=&#8221;left_to_right&#8221; overlay_strength=&#8221;0.3&#8243; width=&#8221;3\/4&#8243; tablet_width_inherit=&#8221;default&#8221; animation_type=&#8221;default&#8221; bg_image_animation=&#8221;none&#8221; border_type=&#8221;simple&#8221; column_border_width=&#8221;none&#8221; column_border_style=&#8221;solid&#8221; column_padding_type=&#8221;default&#8221; gradient_type=&#8221;default&#8221;][vc_custom_heading source=&#8221;post_title&#8221; font_container=&#8221;tag:h1|font_size:60px|text_align:left|color:%23ffffff|line_height:100%25&#8243; use_theme_fonts=&#8221;yes&#8221;][vc_column_text css=&#8221;&#8221; el_class=&#8221;page__intro&#8221; text_direction=&#8221;default&#8221;]<b>How JBT Marel and Ciphix built an AI agent that makes documentation instantly accessible for field service engineers<\/b>[\/vc_column_text][\/vc_column][vc_column column_padding=&#8221;no-extra-padding&#8221; column_padding_tablet=&#8221;inherit&#8221; column_padding_phone=&#8221;inherit&#8221; column_padding_position=&#8221;all&#8221; top_margin_tablet=&#8221;40&#8243; column_element_direction_desktop=&#8221;default&#8221; column_element_spacing=&#8221;default&#8221; desktop_text_alignment=&#8221;default&#8221; tablet_text_alignment=&#8221;default&#8221; phone_text_alignment=&#8221;default&#8221; background_color_opacity=&#8221;1&#8243; background_hover_color_opacity=&#8221;1&#8243; column_backdrop_filter=&#8221;none&#8221; column_shadow=&#8221;none&#8221; column_border_radius=&#8221;none&#8221; column_link_target=&#8221;_self&#8221; column_position=&#8221;default&#8221; gradient_direction=&#8221;left_to_right&#8221; overlay_strength=&#8221;0.3&#8243; width=&#8221;1\/4&#8243; tablet_width_inherit=&#8221;default&#8221; animation_type=&#8221;default&#8221; bg_image_animation=&#8221;none&#8221; border_type=&#8221;simple&#8221; column_border_width=&#8221;none&#8221; column_border_style=&#8221;solid&#8221; 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overlay_strength=&#8221;0.3&#8243; gradient_direction=&#8221;left_to_right&#8221; shape_divider_position=&#8221;bottom&#8221; bg_image_animation=&#8221;none&#8221; gradient_type=&#8221;default&#8221; shape_type=&#8221;&#8221;][vc_column column_padding=&#8221;no-extra-padding&#8221; column_padding_tablet=&#8221;inherit&#8221; column_padding_phone=&#8221;inherit&#8221; column_padding_position=&#8221;all&#8221; column_element_direction_desktop=&#8221;default&#8221; column_element_spacing=&#8221;default&#8221; desktop_text_alignment=&#8221;default&#8221; tablet_text_alignment=&#8221;default&#8221; phone_text_alignment=&#8221;default&#8221; background_color_opacity=&#8221;1&#8243; background_hover_color_opacity=&#8221;1&#8243; column_backdrop_filter=&#8221;none&#8221; column_shadow=&#8221;none&#8221; column_border_radius=&#8221;none&#8221; column_link_target=&#8221;_self&#8221; column_position=&#8221;default&#8221; gradient_direction=&#8221;left_to_right&#8221; overlay_strength=&#8221;0.3&#8243; width=&#8221;1\/1&#8243; tablet_width_inherit=&#8221;default&#8221; animation_type=&#8221;default&#8221; bg_image_animation=&#8221;none&#8221; border_type=&#8221;simple&#8221; column_border_width=&#8221;none&#8221; column_border_style=&#8221;solid&#8221;][vc_row_inner column_margin=&#8221;default&#8221; column_direction=&#8221;default&#8221; column_direction_tablet=&#8221;default&#8221; column_direction_phone=&#8221;default&#8221; text_align=&#8221;left&#8221; row_position=&#8221;default&#8221; row_position_tablet=&#8221;inherit&#8221; row_position_phone=&#8221;inherit&#8221; overflow=&#8221;visible&#8221; pointer_events=&#8221;all&#8221;][vc_column_inner column_padding=&#8221;no-extra-padding&#8221; column_padding_tablet=&#8221;inherit&#8221; column_padding_phone=&#8221;inherit&#8221; column_padding_position=&#8221;all&#8221; column_element_direction_desktop=&#8221;default&#8221; column_element_spacing=&#8221;default&#8221; desktop_text_alignment=&#8221;default&#8221; tablet_text_alignment=&#8221;default&#8221; phone_text_alignment=&#8221;default&#8221; background_color_opacity=&#8221;1&#8243; background_hover_color_opacity=&#8221;1&#8243; column_backdrop_filter=&#8221;none&#8221; column_shadow=&#8221;none&#8221; column_border_radius=&#8221;none&#8221; column_link_target=&#8221;_self&#8221; overflow=&#8221;visible&#8221; gradient_direction=&#8221;left_to_right&#8221; overlay_strength=&#8221;0.3&#8243; width=&#8221;7\/12&#8243; tablet_width_inherit=&#8221;default&#8221; animation_type=&#8221;default&#8221; bg_image_animation=&#8221;none&#8221; border_type=&#8221;simple&#8221; column_border_width=&#8221;none&#8221; column_border_style=&#8221;solid&#8221;][vc_custom_heading text=&#8221;A fragmented landscape of systems and documentation&#8221; font_container=&#8221;tag:h2|text_align:left|color:%23ffffff&#8221; use_theme_fonts=&#8221;yes&#8221; css=&#8221;&#8221;][vc_column_text css=&#8221;&#8221; text_direction=&#8221;default&#8221;]<span style=\"font-weight: 400;\">JBT Marel is part of JBT Corporation, a global technology company active in the food and beverage industry. Years of mergers and acquisitions brought significant growth, but also increased complexity. Each business unit maintained its own systems, folder structures and methods for storing technical documentation, ranging from SharePoint and Confluence to local network drives.<\/span><\/p>\n<p><span style=\"font-weight: 400;\">For field service engineers, the technicians who carry out maintenance and repairs worldwide, it has become increasingly difficult to quickly locate the right manual or maintenance instruction.<\/span><\/p>\n<p><span style=\"font-weight: 400;\">The knowledge existed, but accessing it was the real challenge,\u201d says Salvador Gimeno Marin, Global Field Service Director at JBT Marel.<\/span><\/p>\n<p><span style=\"font-weight: 400;\">This fragmentation became even more apparent after the merger with JBT. Engineers who previously worked only with JBT machines now also need to support Marel equipment. They had plenty of technical expertise, but not always direct access to the correct documents or versions. The organisation decided this needed to change: information had to be accessible within seconds, with a single question.<\/span>[\/vc_column_text][\/vc_column_inner][vc_column_inner column_padding=&#8221;no-extra-padding&#8221; column_padding_tablet=&#8221;inherit&#8221; column_padding_phone=&#8221;inherit&#8221; column_padding_position=&#8221;all&#8221; column_element_direction_desktop=&#8221;default&#8221; column_element_spacing=&#8221;default&#8221; desktop_text_alignment=&#8221;default&#8221; tablet_text_alignment=&#8221;default&#8221; phone_text_alignment=&#8221;default&#8221; background_color_opacity=&#8221;1&#8243; background_hover_color_opacity=&#8221;1&#8243; column_backdrop_filter=&#8221;none&#8221; column_shadow=&#8221;none&#8221; column_border_radius=&#8221;none&#8221; column_link_target=&#8221;_self&#8221; overflow=&#8221;visible&#8221; gradient_direction=&#8221;left_to_right&#8221; overlay_strength=&#8221;0.3&#8243; width=&#8221;1\/12&#8243; tablet_width_inherit=&#8221;default&#8221; animation_type=&#8221;default&#8221; bg_image_animation=&#8221;none&#8221; border_type=&#8221;simple&#8221; column_border_width=&#8221;none&#8221; column_border_style=&#8221;solid&#8221;][\/vc_column_inner][vc_column_inner column_padding=&#8221;no-extra-padding&#8221; column_padding_tablet=&#8221;inherit&#8221; column_padding_phone=&#8221;inherit&#8221; column_padding_position=&#8221;all&#8221; column_element_direction_desktop=&#8221;default&#8221; column_element_spacing=&#8221;default&#8221; desktop_text_alignment=&#8221;default&#8221; tablet_text_alignment=&#8221;default&#8221; phone_text_alignment=&#8221;default&#8221; background_color_opacity=&#8221;1&#8243; background_hover_color_opacity=&#8221;1&#8243; column_backdrop_filter=&#8221;none&#8221; column_shadow=&#8221;none&#8221; column_border_radius=&#8221;none&#8221; column_link_target=&#8221;_self&#8221; overflow=&#8221;visible&#8221; gradient_direction=&#8221;left_to_right&#8221; overlay_strength=&#8221;0.3&#8243; width=&#8221;1\/3&#8243; tablet_width_inherit=&#8221;default&#8221; animation_type=&#8221;default&#8221; bg_image_animation=&#8221;none&#8221; border_type=&#8221;simple&#8221; column_border_width=&#8221;none&#8221; column_border_style=&#8221;solid&#8221;][vc_column_text css=&#8221;&#8221; el_class=&#8221;case__usps&#8221; text_direction=&#8221;default&#8221;]\n<ul>\n<li><b>Instantly accessible knowledge<\/b><br \/>\n<span style=\"font-weight: 400;\">\u00a0The right documentation within seconds.<\/span><\/li>\n<li><b>One reliable source<\/b><br \/>\n<span style=\"font-weight: 400;\">\u00a0Always work with the most up-to-date version.<\/span><\/li>\n<li><b>Smarter everyday work<\/b><br \/>\n<span style=\"font-weight: 400;\">\u00a0Less searching, fewer errors, faster onboarding.<\/span><\/li>\n<\/ul>\n[\/vc_column_text][\/vc_column_inner][\/vc_row_inner][\/vc_column][\/vc_row][vc_row type=&#8221;in_container&#8221; full_screen_row_position=&#8221;middle&#8221; column_margin=&#8221;default&#8221; column_direction=&#8221;default&#8221; 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column_element_spacing=&#8221;default&#8221; desktop_text_alignment=&#8221;default&#8221; tablet_text_alignment=&#8221;default&#8221; phone_text_alignment=&#8221;default&#8221; background_color_opacity=&#8221;1&#8243; background_hover_color_opacity=&#8221;1&#8243; column_backdrop_filter=&#8221;none&#8221; column_shadow=&#8221;none&#8221; column_border_radius=&#8221;none&#8221; column_link_target=&#8221;_self&#8221; column_position=&#8221;default&#8221; gradient_direction=&#8221;left_to_right&#8221; overlay_strength=&#8221;0.3&#8243; width=&#8221;1\/2&#8243; tablet_width_inherit=&#8221;default&#8221; animation_type=&#8221;default&#8221; bg_image_animation=&#8221;none&#8221; border_type=&#8221;simple&#8221; column_border_width=&#8221;none&#8221; column_border_style=&#8221;solid&#8221;][\/vc_column][vc_column column_padding=&#8221;no-extra-padding&#8221; column_padding_tablet=&#8221;inherit&#8221; column_padding_phone=&#8221;inherit&#8221; column_padding_position=&#8221;all&#8221; bottom_margin=&#8221;200&#8243; column_element_direction_desktop=&#8221;default&#8221; column_element_spacing=&#8221;default&#8221; desktop_text_alignment=&#8221;default&#8221; tablet_text_alignment=&#8221;default&#8221; phone_text_alignment=&#8221;default&#8221; background_color_opacity=&#8221;1&#8243; background_hover_color_opacity=&#8221;1&#8243; column_backdrop_filter=&#8221;none&#8221; column_shadow=&#8221;none&#8221; column_border_radius=&#8221;none&#8221; column_link_target=&#8221;_self&#8221; column_position=&#8221;default&#8221; gradient_direction=&#8221;left_to_right&#8221; overlay_strength=&#8221;0.3&#8243; width=&#8221;1\/2&#8243; tablet_width_inherit=&#8221;default&#8221; animation_type=&#8221;default&#8221; bg_image_animation=&#8221;none&#8221; border_type=&#8221;simple&#8221; column_border_width=&#8221;none&#8221; column_border_style=&#8221;solid&#8221; column_padding_type=&#8221;default&#8221; gradient_type=&#8221;default&#8221;][vc_custom_heading text=&#8221;An adoption-focused and step-by-step approach&#8221; use_theme_fonts=&#8221;yes&#8221; css=&#8221;&#8221;][vc_column_text css=&#8221;&#8221; text_direction=&#8221;default&#8221;]JBT Marel engaged Ciphix for its combination of integration expertise, AI capabilities and adoption-focused way of working. The project deliberately started small with a proof of concept, which delivered a working version in a short period of time.<\/p>\n<p>\u201cWe did not want a large IT project that would deliver results only after a year. By building step by step, users could start immediately, and we could feed their feedback straight back into the next iteration,\u201d says Francis van der Giessen, Software Engineer at Ciphix.<\/p>\n<p>Because engineers already use many tools, both teams chose Microsoft Teams as their interface. The AI agent had to feel like a colleague you could simply ask a question, without extra software or login steps.<\/p>\n<p>Meanwhile, Ciphix built a Power BI dashboard to provide insight into:<\/p>\n<ul>\n<li aria-level=\"1\">The types of questions engineers ask<\/li>\n<li aria-level=\"1\">where information is missing<\/li>\n<li aria-level=\"1\">where confusion arises<\/li>\n<li aria-level=\"1\">How the agent performs per source<\/li>\n<\/ul>\n<p>These insights allow for targeted improvements and better prioritisation.[\/vc_column_text][divider line_type=&#8221;No Line&#8221; custom_height=&#8221;20&#8243;][vc_custom_heading text=&#8221;More on this sector:&#8221; font_container=&#8221;tag:h3|font_size:16px|text_align:left|color:%23ffffff|line_height:1&#8243; use_theme_fonts=&#8221;yes&#8221;][vc_column_text css=&#8221;&#8221; text_direction=&#8221;default&#8221;]\n\n\n\n\t\n\t<div class=\"dienstenCards\">\n\t\n\t\t\n          <a href=\"https:\/\/ciphix.io\/en\/service\/manufacturing-industry\/\" class=\"dienstenCard__wrapper block__glass block__glass--right\">\n <div>\n  <p class=\"dienstenCard__title\">Manufacturing industry\n <\/div>\n<\/a>\n\t\t \n\t\n\t<\/div>\n\t\n\t\n\n[\/vc_column_text][\/vc_column][\/vc_row][vc_row type=&#8221;full_width_background&#8221; full_screen_row_position=&#8221;middle&#8221; column_margin=&#8221;default&#8221; column_direction=&#8221;default&#8221; column_direction_tablet=&#8221;default&#8221; column_direction_phone=&#8221;default&#8221; bg_color=&#8221;#ffffff&#8221; scene_position=&#8221;center&#8221; top_padding=&#8221;100&#8243; bottom_padding=&#8221;100&#8243; top_padding_tablet=&#8221;100&#8243; text_color=&#8221;custom&#8221; custom_text_color=&#8221;#000000&#8243; text_align=&#8221;left&#8221; row_border_radius=&#8221;none&#8221; row_border_radius_applies=&#8221;bg&#8221; zindex=&#8221;20&#8243; overflow=&#8221;visible&#8221; class=&#8221;background__white&#8211;bottom backgroundElement&#8211;left&#8221; overlay_strength=&#8221;0.3&#8243; gradient_direction=&#8221;left_to_right&#8221; shape_divider_position=&#8221;bottom&#8221; bg_image_animation=&#8221;none&#8221; gradient_type=&#8221;default&#8221; shape_type=&#8221;&#8221;][vc_column column_padding=&#8221;no-extra-padding&#8221; column_padding_tablet=&#8221;inherit&#8221; column_padding_phone=&#8221;inherit&#8221; column_padding_position=&#8221;all&#8221; column_element_direction_desktop=&#8221;default&#8221; column_element_spacing=&#8221;default&#8221; desktop_text_alignment=&#8221;default&#8221; tablet_text_alignment=&#8221;default&#8221; phone_text_alignment=&#8221;default&#8221; background_color_opacity=&#8221;1&#8243; background_hover_color_opacity=&#8221;1&#8243; column_backdrop_filter=&#8221;none&#8221; column_shadow=&#8221;none&#8221; column_border_radius=&#8221;none&#8221; column_link_target=&#8221;_self&#8221; column_position=&#8221;default&#8221; gradient_direction=&#8221;left_to_right&#8221; overlay_strength=&#8221;0.3&#8243; width=&#8221;1\/1&#8243; tablet_width_inherit=&#8221;default&#8221; animation_type=&#8221;default&#8221; bg_image_animation=&#8221;none&#8221; border_type=&#8221;simple&#8221; column_border_width=&#8221;none&#8221; column_border_style=&#8221;solid&#8221; column_padding_type=&#8221;default&#8221; gradient_type=&#8221;default&#8221;][vc_row_inner column_margin=&#8221;default&#8221; column_direction=&#8221;default&#8221; column_direction_tablet=&#8221;default&#8221; column_direction_phone=&#8221;default&#8221; left_padding_tablet=&#8221;0&#8243; constrain_group_4=&#8221;yes&#8221; right_padding_tablet=&#8221;0&#8243; text_align=&#8221;left&#8221; row_position=&#8221;default&#8221; row_position_tablet=&#8221;inherit&#8221; row_position_phone=&#8221;inherit&#8221; overflow=&#8221;visible&#8221; pointer_events=&#8221;all&#8221;][vc_column_inner column_padding=&#8221;no-extra-padding&#8221; column_padding_tablet=&#8221;inherit&#8221; column_padding_phone=&#8221;inherit&#8221; column_padding_position=&#8221;all&#8221; column_element_direction_desktop=&#8221;default&#8221; column_element_spacing=&#8221;default&#8221; desktop_text_alignment=&#8221;default&#8221; tablet_text_alignment=&#8221;default&#8221; phone_text_alignment=&#8221;default&#8221; background_color_opacity=&#8221;1&#8243; background_hover_color_opacity=&#8221;1&#8243; column_backdrop_filter=&#8221;none&#8221; column_shadow=&#8221;none&#8221; column_border_radius=&#8221;none&#8221; column_link_target=&#8221;_self&#8221; overflow=&#8221;visible&#8221; gradient_direction=&#8221;left_to_right&#8221; overlay_strength=&#8221;0.3&#8243; width=&#8221;1\/1&#8243; tablet_width_inherit=&#8221;default&#8221; animation_type=&#8221;default&#8221; bg_image_animation=&#8221;none&#8221; border_type=&#8221;simple&#8221; column_border_width=&#8221;none&#8221; column_border_style=&#8221;solid&#8221;][vc_custom_heading text=&#8221;The TechDoc Finder: a single AI agent for all documentation&#8221; font_container=&#8221;tag:h2|text_align:left|color:%23384185&#8243; use_theme_fonts=&#8221;yes&#8221; css=&#8221;&#8221;][vc_column_text css=&#8221;&#8221; text_direction=&#8221;default&#8221;]<span style=\"font-weight: 400;\">The result is the <\/span><b>TechDoc Finder<\/b><span style=\"font-weight: 400;\">, an AI agent within Microsoft Teams that functions as an intelligent search assistant for technical documentation.<\/span><\/p>\n<p><span style=\"font-weight: 400;\">A field service engineer can simply ask:<\/span><\/p>\n<ul>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">\u201c<span data-olk-copy-source=\"MessageBody\">How to clean the ACM system<\/span>?\u201d<\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">\u201cWhere can I find the user manual for machine X?\u201d<\/span><\/li>\n<\/ul>\n<p><span style=\"font-weight: 400;\">The agent searches SharePoint, Confluence and other internal sources and presents the right documents within seconds, including direct links to the original source. This is essential, as engineers must always work with the correct and most up-to-date version.<\/span><\/p>\n<p><span style=\"font-weight: 400;\">\u201cThe AI supports you, but the documentation remains the single source of truth,\u201d Francis emphasises.<\/span><\/p>\n<p><span style=\"font-weight: 400;\">Users can provide feedback on each answer. This is analysed in Power BI, giving the team insight into missing content, inconsistent naming or topics that require additional training. This way, the TechDoc Finder grows with the organisation.<\/span>[\/vc_column_text][\/vc_column_inner][\/vc_row_inner][\/vc_column][\/vc_row][vc_row type=&#8221;full_width_background&#8221; full_screen_row_position=&#8221;middle&#8221; column_margin=&#8221;default&#8221; column_direction=&#8221;default&#8221; column_direction_tablet=&#8221;default&#8221; column_direction_phone=&#8221;default&#8221; scene_position=&#8221;center&#8221; top_padding=&#8221;100&#8243; bottom_margin=&#8221;100&#8243; text_color=&#8221;dark&#8221; text_align=&#8221;left&#8221; row_border_radius=&#8221;none&#8221; row_border_radius_applies=&#8221;bg&#8221; zindex=&#8221;10&#8243; overflow=&#8221;visible&#8221; overlay_strength=&#8221;0.3&#8243; gradient_direction=&#8221;left_to_right&#8221; shape_divider_position=&#8221;bottom&#8221; bg_image_animation=&#8221;none&#8221; gradient_type=&#8221;default&#8221; shape_type=&#8221;&#8221;][vc_column column_padding=&#8221;no-extra-padding&#8221; column_padding_tablet=&#8221;inherit&#8221; column_padding_phone=&#8221;inherit&#8221; column_padding_position=&#8221;all&#8221; column_element_direction_desktop=&#8221;default&#8221; column_element_spacing=&#8221;default&#8221; desktop_text_alignment=&#8221;default&#8221; tablet_text_alignment=&#8221;default&#8221; phone_text_alignment=&#8221;default&#8221; background_color_opacity=&#8221;1&#8243; background_hover_color_opacity=&#8221;1&#8243; column_backdrop_filter=&#8221;none&#8221; column_shadow=&#8221;none&#8221; column_border_radius=&#8221;none&#8221; column_link_target=&#8221;_self&#8221; column_position=&#8221;default&#8221; gradient_direction=&#8221;left_to_right&#8221; overlay_strength=&#8221;0.3&#8243; width=&#8221;1\/1&#8243; tablet_width_inherit=&#8221;default&#8221; animation_type=&#8221;default&#8221; bg_image_animation=&#8221;none&#8221; border_type=&#8221;simple&#8221; column_border_width=&#8221;none&#8221; column_border_style=&#8221;solid&#8221;][vc_row_inner column_margin=&#8221;default&#8221; column_direction=&#8221;default&#8221; column_direction_tablet=&#8221;default&#8221; column_direction_phone=&#8221;default&#8221; top_padding=&#8221;100&#8243; top_padding_tablet=&#8221;50&#8243; text_align=&#8221;left&#8221; row_position=&#8221;default&#8221; row_position_tablet=&#8221;inherit&#8221; row_position_phone=&#8221;inherit&#8221; overflow=&#8221;visible&#8221; pointer_events=&#8221;all&#8221;][vc_column_inner column_padding=&#8221;no-extra-padding&#8221; column_padding_tablet=&#8221;inherit&#8221; column_padding_phone=&#8221;inherit&#8221; column_padding_position=&#8221;all&#8221; column_element_direction_desktop=&#8221;default&#8221; column_element_spacing=&#8221;default&#8221; desktop_text_alignment=&#8221;default&#8221; tablet_text_alignment=&#8221;default&#8221; phone_text_alignment=&#8221;default&#8221; background_color_opacity=&#8221;1&#8243; background_hover_color_opacity=&#8221;1&#8243; column_backdrop_filter=&#8221;none&#8221; column_shadow=&#8221;none&#8221; column_border_radius=&#8221;none&#8221; column_link_target=&#8221;_self&#8221; overflow=&#8221;visible&#8221; gradient_direction=&#8221;left_to_right&#8221; overlay_strength=&#8221;0.3&#8243; width=&#8221;1\/6&#8243; tablet_width_inherit=&#8221;default&#8221; animation_type=&#8221;default&#8221; bg_image_animation=&#8221;none&#8221; border_type=&#8221;simple&#8221; column_border_width=&#8221;none&#8221; column_border_style=&#8221;solid&#8221;][\/vc_column_inner][vc_column_inner column_padding=&#8221;no-extra-padding&#8221; column_padding_tablet=&#8221;inherit&#8221; column_padding_phone=&#8221;inherit&#8221; column_padding_position=&#8221;all&#8221; column_element_direction_desktop=&#8221;default&#8221; column_element_spacing=&#8221;default&#8221; desktop_text_alignment=&#8221;default&#8221; tablet_text_alignment=&#8221;default&#8221; phone_text_alignment=&#8221;default&#8221; background_color_opacity=&#8221;1&#8243; background_hover_color_opacity=&#8221;1&#8243; column_backdrop_filter=&#8221;none&#8221; column_shadow=&#8221;none&#8221; column_border_radius=&#8221;none&#8221; column_link_target=&#8221;_self&#8221; overflow=&#8221;visible&#8221; gradient_direction=&#8221;left_to_right&#8221; overlay_strength=&#8221;0.3&#8243; width=&#8221;2\/3&#8243; tablet_width_inherit=&#8221;default&#8221; animation_type=&#8221;default&#8221; bg_image_animation=&#8221;none&#8221; border_type=&#8221;simple&#8221; column_border_width=&#8221;none&#8221; column_border_style=&#8221;solid&#8221;][vc_column_text css=&#8221;&#8221; text_direction=&#8221;default&#8221;]\n\n\n\n\n<div class=\"quoteCase__single\">\n \n \n  <div class=\"slide__quote slide__wide\">\n \n <div class=\"slide__content\">\n  <span class=\"slide__quoteStart\"><\/span>\n  <h3 class=\"slide__title\" style=\"max-width: 100% !important;\"><p><span style=\"font-weight: 400;\">It feels like having a new colleague who knows all the documentation. You ask a question and immediately receive the right documents. It saves an enormous amount of time.<\/span><\/p>\n<\/h3>\n  <!--<span class=\"slide__quoteEnd\"><\/span>-->\n  <p class=\"slide__name\">Salvador Gimeno Marin\n  <p class=\"slide__company\">Global Field Service Director at JBT Marel\n <\/div>\n<\/div>\n \n \n<\/div>\n\n\n[\/vc_column_text][\/vc_column_inner][vc_column_inner column_padding=&#8221;no-extra-padding&#8221; column_padding_tablet=&#8221;inherit&#8221; column_padding_phone=&#8221;inherit&#8221; column_padding_position=&#8221;all&#8221; column_element_direction_desktop=&#8221;default&#8221; column_element_spacing=&#8221;default&#8221; desktop_text_alignment=&#8221;default&#8221; tablet_text_alignment=&#8221;default&#8221; phone_text_alignment=&#8221;default&#8221; background_color_opacity=&#8221;1&#8243; background_hover_color_opacity=&#8221;1&#8243; column_backdrop_filter=&#8221;none&#8221; column_shadow=&#8221;none&#8221; column_border_radius=&#8221;none&#8221; column_link_target=&#8221;_self&#8221; overflow=&#8221;visible&#8221; gradient_direction=&#8221;left_to_right&#8221; overlay_strength=&#8221;0.3&#8243; width=&#8221;1\/6&#8243; tablet_width_inherit=&#8221;default&#8221; animation_type=&#8221;default&#8221; bg_image_animation=&#8221;none&#8221; border_type=&#8221;simple&#8221; column_border_width=&#8221;none&#8221; column_border_style=&#8221;solid&#8221;][\/vc_column_inner][\/vc_row_inner][\/vc_column][\/vc_row][vc_row type=&#8221;full_width_background&#8221; full_screen_row_position=&#8221;middle&#8221; column_margin=&#8221;default&#8221; column_direction=&#8221;default&#8221; column_direction_tablet=&#8221;default&#8221; column_direction_phone=&#8221;default&#8221; scene_position=&#8221;center&#8221; bottom_margin=&#8221;100&#8243; text_color=&#8221;dark&#8221; text_align=&#8221;left&#8221; row_border_radius=&#8221;none&#8221; row_border_radius_applies=&#8221;bg&#8221; overflow=&#8221;visible&#8221; class=&#8221;element__circle&#8211;centerTop backgroundElement&#8211;right&#8221; overlay_strength=&#8221;0.3&#8243; gradient_direction=&#8221;left_to_right&#8221; shape_divider_position=&#8221;bottom&#8221; bg_image_animation=&#8221;none&#8221; gradient_type=&#8221;default&#8221; shape_type=&#8221;&#8221;][vc_column column_padding=&#8221;no-extra-padding&#8221; column_padding_tablet=&#8221;inherit&#8221; column_padding_phone=&#8221;inherit&#8221; column_padding_position=&#8221;all&#8221; column_element_direction_desktop=&#8221;default&#8221; column_element_spacing=&#8221;default&#8221; desktop_text_alignment=&#8221;default&#8221; tablet_text_alignment=&#8221;default&#8221; phone_text_alignment=&#8221;default&#8221; background_color_opacity=&#8221;1&#8243; background_hover_color_opacity=&#8221;1&#8243; column_backdrop_filter=&#8221;none&#8221; column_shadow=&#8221;none&#8221; column_border_radius=&#8221;none&#8221; column_link_target=&#8221;_self&#8221; column_position=&#8221;default&#8221; gradient_direction=&#8221;left_to_right&#8221; overlay_strength=&#8221;0.3&#8243; width=&#8221;1\/1&#8243; tablet_width_inherit=&#8221;default&#8221; animation_type=&#8221;default&#8221; bg_image_animation=&#8221;none&#8221; border_type=&#8221;simple&#8221; column_border_width=&#8221;none&#8221; column_border_style=&#8221;solid&#8221;][vc_custom_heading text=&#8221;The impact on engineers\u2019 daily work&#8221; font_container=&#8221;tag:h2|text_align:left|color:%23ffffff&#8221; use_theme_fonts=&#8221;yes&#8221; css=&#8221;&#8221;][vc_row_inner column_margin=&#8221;40px&#8221; column_direction=&#8221;default&#8221; column_direction_tablet=&#8221;default&#8221; column_direction_phone=&#8221;default&#8221; top_padding=&#8221;20&#8243; text_align=&#8221;left&#8221; row_position=&#8221;default&#8221; row_position_tablet=&#8221;inherit&#8221; row_position_phone=&#8221;inherit&#8221; overflow=&#8221;visible&#8221; pointer_events=&#8221;all&#8221;][vc_column_inner column_padding=&#8221;no-extra-padding&#8221; column_padding_tablet=&#8221;inherit&#8221; column_padding_phone=&#8221;inherit&#8221; column_padding_position=&#8221;all&#8221; column_element_direction_desktop=&#8221;default&#8221; column_element_spacing=&#8221;default&#8221; desktop_text_alignment=&#8221;default&#8221; tablet_text_alignment=&#8221;default&#8221; phone_text_alignment=&#8221;default&#8221; background_color_opacity=&#8221;1&#8243; background_hover_color_opacity=&#8221;1&#8243; column_backdrop_filter=&#8221;none&#8221; column_shadow=&#8221;none&#8221; column_border_radius=&#8221;none&#8221; column_link_target=&#8221;_self&#8221; overflow=&#8221;visible&#8221; gradient_direction=&#8221;left_to_right&#8221; overlay_strength=&#8221;0.3&#8243; width=&#8221;7\/12&#8243; tablet_width_inherit=&#8221;default&#8221; animation_type=&#8221;default&#8221; bg_image_animation=&#8221;none&#8221; border_type=&#8221;simple&#8221; column_border_width=&#8221;none&#8221; column_border_style=&#8221;solid&#8221;][vc_column_text css=&#8221;&#8221; text_direction=&#8221;default&#8221;]<span style=\"font-weight: 400;\">The first division went live in September 2025. Within a month, more than 120 users had already submitted over 1,000 questions. Adoption was high and feedback was positive.<\/span><\/p>\n<p><span style=\"font-weight: 400;\">\u201cIt feels like having a new colleague who knows all the documentation,\u201d Salvador says. \u201cYou ask a question and immediately receive the right documents. It saves an enormous amount of time.\u201d<\/span><\/p>\n<p><span style=\"font-weight: 400;\">Key impact areas include:<\/span><\/p>\n<ul>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><b>Search time reduced from minutes to seconds<\/b><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><b>New engineers onboard faster<\/b><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><b>Fewer errors thanks to always using the correct versions<\/b><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><b>Clear insight into missing documentation or training needs<\/b><\/li>\n<\/ul>\n<p><span style=\"font-weight: 400;\">The match rate of around 80 per cent for connected sources indicates that the agent aligns well with engineers&#8217; daily needs.<\/span><\/p>\n<p><span style=\"font-weight: 400;\">JBT Marel also discovered additional value. By analysing frequently asked questions, the organisation now identifies knowledge and training gaps, which are used to create targeted learning pathways.<\/span>[\/vc_column_text][\/vc_column_inner][vc_column_inner column_padding=&#8221;no-extra-padding&#8221; column_padding_tablet=&#8221;inherit&#8221; column_padding_phone=&#8221;inherit&#8221; column_padding_position=&#8221;all&#8221; column_element_direction_desktop=&#8221;default&#8221; column_element_spacing=&#8221;default&#8221; desktop_text_alignment=&#8221;default&#8221; tablet_text_alignment=&#8221;default&#8221; phone_text_alignment=&#8221;default&#8221; background_color_opacity=&#8221;1&#8243; background_hover_color_opacity=&#8221;1&#8243; column_backdrop_filter=&#8221;none&#8221; column_shadow=&#8221;none&#8221; column_border_radius=&#8221;none&#8221; column_link_target=&#8221;_self&#8221; overflow=&#8221;visible&#8221; gradient_direction=&#8221;left_to_right&#8221; overlay_strength=&#8221;0.3&#8243; width=&#8221;1\/12&#8243; tablet_width_inherit=&#8221;default&#8221; animation_type=&#8221;default&#8221; bg_image_animation=&#8221;none&#8221; border_type=&#8221;simple&#8221; column_border_width=&#8221;none&#8221; column_border_style=&#8221;solid&#8221;][\/vc_column_inner][\/vc_row_inner][\/vc_column][\/vc_row][vc_row type=&#8221;full_width_background&#8221; full_screen_row_position=&#8221;middle&#8221; column_margin=&#8221;default&#8221; column_direction=&#8221;default&#8221; column_direction_tablet=&#8221;default&#8221; column_direction_phone=&#8221;default&#8221; scene_position=&#8221;center&#8221; bottom_margin=&#8221;100&#8243; text_color=&#8221;dark&#8221; text_align=&#8221;left&#8221; row_border_radius=&#8221;none&#8221; row_border_radius_applies=&#8221;bg&#8221; overflow=&#8221;visible&#8221; class=&#8221;element__circle&#8211;centerTop backgroundElement&#8211;right&#8221; overlay_strength=&#8221;0.3&#8243; gradient_direction=&#8221;left_to_right&#8221; shape_divider_position=&#8221;bottom&#8221; bg_image_animation=&#8221;none&#8221; gradient_type=&#8221;default&#8221; shape_type=&#8221;&#8221;][vc_column column_padding=&#8221;no-extra-padding&#8221; column_padding_tablet=&#8221;inherit&#8221; column_padding_phone=&#8221;inherit&#8221; column_padding_position=&#8221;all&#8221; column_element_direction_desktop=&#8221;default&#8221; column_element_spacing=&#8221;default&#8221; desktop_text_alignment=&#8221;default&#8221; tablet_text_alignment=&#8221;default&#8221; phone_text_alignment=&#8221;default&#8221; background_color_opacity=&#8221;1&#8243; background_hover_color_opacity=&#8221;1&#8243; column_backdrop_filter=&#8221;none&#8221; column_shadow=&#8221;none&#8221; column_border_radius=&#8221;none&#8221; column_link_target=&#8221;_self&#8221; column_position=&#8221;default&#8221; gradient_direction=&#8221;left_to_right&#8221; overlay_strength=&#8221;0.3&#8243; width=&#8221;1\/1&#8243; tablet_width_inherit=&#8221;default&#8221; animation_type=&#8221;default&#8221; bg_image_animation=&#8221;none&#8221; border_type=&#8221;simple&#8221; column_border_width=&#8221;none&#8221; column_border_style=&#8221;solid&#8221;][vc_custom_heading text=&#8221;The next step: more sources and a broader rollout&#8221; font_container=&#8221;tag:h2|text_align:left|color:%23ffffff&#8221; use_theme_fonts=&#8221;yes&#8221; css=&#8221;&#8221;][vc_row_inner column_margin=&#8221;40px&#8221; column_direction=&#8221;default&#8221; column_direction_tablet=&#8221;default&#8221; column_direction_phone=&#8221;default&#8221; top_padding=&#8221;20&#8243; text_align=&#8221;left&#8221; row_position=&#8221;default&#8221; row_position_tablet=&#8221;inherit&#8221; row_position_phone=&#8221;inherit&#8221; overflow=&#8221;visible&#8221; pointer_events=&#8221;all&#8221;][vc_column_inner column_padding=&#8221;no-extra-padding&#8221; column_padding_tablet=&#8221;inherit&#8221; column_padding_phone=&#8221;inherit&#8221; column_padding_position=&#8221;all&#8221; column_element_direction_desktop=&#8221;default&#8221; column_element_spacing=&#8221;default&#8221; desktop_text_alignment=&#8221;default&#8221; tablet_text_alignment=&#8221;default&#8221; phone_text_alignment=&#8221;default&#8221; background_color_opacity=&#8221;1&#8243; background_hover_color_opacity=&#8221;1&#8243; column_backdrop_filter=&#8221;none&#8221; column_shadow=&#8221;none&#8221; column_border_radius=&#8221;none&#8221; column_link_target=&#8221;_self&#8221; overflow=&#8221;visible&#8221; gradient_direction=&#8221;left_to_right&#8221; overlay_strength=&#8221;0.3&#8243; width=&#8221;7\/12&#8243; tablet_width_inherit=&#8221;default&#8221; animation_type=&#8221;default&#8221; bg_image_animation=&#8221;none&#8221; border_type=&#8221;simple&#8221; column_border_width=&#8221;none&#8221; column_border_style=&#8221;solid&#8221;][vc_column_text css=&#8221;&#8221; text_direction=&#8221;default&#8221;]<span style=\"font-weight: 400;\">Following the initial success, the TechDoc Finder will be expanded with new content sources, including <\/span>Health and Safety documentation<span style=\"font-weight: 400;\"> and legacy JBT technical knowledge. A broader rollout to more teams and regions will follow.<\/span><\/p>\n<p><span style=\"font-weight: 400;\">\u201cWe started with something small,\u201d Francis concludes, \u201cbut it has grown into a scalable solution that is fundamentally changing how people find and use information.\u201d<\/span>[\/vc_column_text][\/vc_column_inner][vc_column_inner column_padding=&#8221;no-extra-padding&#8221; column_padding_tablet=&#8221;inherit&#8221; column_padding_phone=&#8221;inherit&#8221; column_padding_position=&#8221;all&#8221; column_element_direction_desktop=&#8221;default&#8221; column_element_spacing=&#8221;default&#8221; desktop_text_alignment=&#8221;default&#8221; tablet_text_alignment=&#8221;default&#8221; phone_text_alignment=&#8221;default&#8221; background_color_opacity=&#8221;1&#8243; background_hover_color_opacity=&#8221;1&#8243; column_backdrop_filter=&#8221;none&#8221; column_shadow=&#8221;none&#8221; column_border_radius=&#8221;none&#8221; column_link_target=&#8221;_self&#8221; overflow=&#8221;visible&#8221; gradient_direction=&#8221;left_to_right&#8221; overlay_strength=&#8221;0.3&#8243; width=&#8221;1\/12&#8243; tablet_width_inherit=&#8221;default&#8221; animation_type=&#8221;default&#8221; bg_image_animation=&#8221;none&#8221; border_type=&#8221;simple&#8221; column_border_width=&#8221;none&#8221; column_border_style=&#8221;solid&#8221;][\/vc_column_inner][vc_column_inner column_padding=&#8221;no-extra-padding&#8221; column_padding_tablet=&#8221;inherit&#8221; column_padding_phone=&#8221;inherit&#8221; column_padding_position=&#8221;all&#8221; column_element_direction_desktop=&#8221;default&#8221; column_element_spacing=&#8221;default&#8221; desktop_text_alignment=&#8221;default&#8221; tablet_text_alignment=&#8221;default&#8221; phone_text_alignment=&#8221;default&#8221; background_color_opacity=&#8221;1&#8243; background_hover_color_opacity=&#8221;1&#8243; column_backdrop_filter=&#8221;none&#8221; column_shadow=&#8221;none&#8221; column_border_radius=&#8221;none&#8221; column_link_target=&#8221;_self&#8221; overflow=&#8221;visible&#8221; gradient_direction=&#8221;left_to_right&#8221; overlay_strength=&#8221;0.3&#8243; width=&#8221;1\/3&#8243; tablet_width_inherit=&#8221;default&#8221; animation_type=&#8221;default&#8221; bg_image_animation=&#8221;none&#8221; border_type=&#8221;simple&#8221; column_border_width=&#8221;none&#8221; column_border_style=&#8221;solid&#8221;][vc_column_text css=&#8221;&#8221; el_class=&#8221;case__usps&#8221; text_direction=&#8221;default&#8221;]\n<ul>\n<li><b>More sources, more value<\/b><br \/>\n<span style=\"font-weight: 400;\">Health and Safety and legacy JBT documentation are being added for full coverage.<\/span><\/li>\n<li><b>Broader organisational adoption<\/b><br \/>\n<span style=\"font-weight: 400;\">Rolled out step by step to more teams, departments and regions.<\/span><\/li>\n<li><b>Continuous learning and improvement<\/b><br \/>\n<span style=\"font-weight: 400;\">Feedback and usage data help the agent become smarter and more relevant for everyone.<\/span><\/li>\n<\/ul>\n[\/vc_column_text][\/vc_column_inner][\/vc_row_inner][\/vc_column][\/vc_row][vc_row type=&#8221;in_container&#8221; 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class=&#8221;ctaBanner&#8221; css=&#8221;.vc_custom_1704805266281{margin-bottom: 100px !important;background-position: center !important;background-repeat: no-repeat !important;background-size: cover !important;border-radius: 20px !important;}&#8221;][vc_column_inner top_padding_desktop=&#8221;150&#8243; bottom_padding_desktop=&#8221;50&#8243; left_padding_desktop=&#8221;100&#8243; right_padding_desktop=&#8221;100&#8243; top_padding_tablet=&#8221;30&#8243; constrain_group_102=&#8221;yes&#8221; bottom_padding_tablet=&#8221;30&#8243; left_padding_tablet=&#8221;30&#8243; constrain_group_103=&#8221;yes&#8221; right_padding_tablet=&#8221;30&#8243; column_element_direction_desktop=&#8221;default&#8221; column_element_spacing=&#8221;default&#8221; desktop_text_alignment=&#8221;left&#8221; tablet_text_alignment=&#8221;default&#8221; phone_text_alignment=&#8221;default&#8221; background_color_opacity=&#8221;1&#8243; background_hover_color_opacity=&#8221;1&#8243; background_image=&#8221;8439&#8243; background_image_position=&#8221;center center&#8221; background_image_stacking=&#8221;default&#8221; enable_bg_scale=&#8221;true&#8221; background_image_loading=&#8221;default&#8221; column_backdrop_filter=&#8221;none&#8221; font_color=&#8221;#ffffff&#8221; column_shadow=&#8221;none&#8221; column_border_radius=&#8221;20px&#8221; column_link_target=&#8221;_self&#8221; overflow=&#8221;visible&#8221; el_class=&#8221;flowchart__wrapper&#8221; color_overlay=&#8221;#2d3668&#8243; gradient_direction=&#8221;left_to_right&#8221; overlay_strength=&#8221;0.5&#8243; width=&#8221;1\/1&#8243; tablet_width_inherit=&#8221;default&#8221; animation_type=&#8221;default&#8221; bg_image_animation=&#8221;none&#8221; border_type=&#8221;simple&#8221; column_border_width=&#8221;none&#8221; column_border_style=&#8221;solid&#8221; column_padding_type=&#8221;advanced&#8221; gradient_type=&#8221;default&#8221;][vc_column_text]\n<h2 style=\"text-align: left;\">We will help you further!<\/h2>\n<p style=\"text-align: left; max-width: 500px;\">Looking for a partner who understands your organization and translates this into smart solutions with results?<\/p>\n[\/vc_column_text][nectar_btn size=&#8221;small&#8221; button_style=&#8221;regular&#8221; button_color_2=&#8221;Accent-Color&#8221; icon_family=&#8221;none&#8221; el_class=&#8221;button&#8211;primary button&#8211;regular&#8221; text=&#8221;Get in touch&#8221; url=&#8221;https:\/\/ciphix.io\/en\/contact\/&#8221;][vc_raw_html]PGRpdiBjbGFzcz0iY3RhQmFubmVyX19pY29uQm94Ij4KIDxwIGNsYXNzPSJpY29uX19jYWxsIj5EaXNjb3ZlcjwvcD4KIDxwIGNsYXNzPSJpY29uX19kaXZlIj5EZWZpbmU8L3A+CiA8cCBjbGFzcz0iaWNvbl9fcHJvcG9zYWwiPkRlc2lnbjwvcD4KIDxwIGNsYXNzPSJpY29uX19yb2NrZXQiPkRvPC9wPgo8L2Rpdj4=[\/vc_raw_html][\/vc_column_inner][\/vc_row_inner][\/vc_column][\/vc_row][vc_row type=&#8221;in_container&#8221; full_screen_row_position=&#8221;middle&#8221; column_margin=&#8221;default&#8221; column_direction=&#8221;default&#8221; column_direction_tablet=&#8221;default&#8221; column_direction_phone=&#8221;default&#8221; scene_position=&#8221;center&#8221; bottom_padding=&#8221;100&#8243; text_color=&#8221;dark&#8221; text_align=&#8221;left&#8221; row_border_radius=&#8221;none&#8221; row_border_radius_applies=&#8221;bg&#8221; overflow=&#8221;visible&#8221; class=&#8221;flowchart__wrapper backgroundElement&#8211;left&#8221; overlay_strength=&#8221;0.3&#8243; gradient_direction=&#8221;left_to_right&#8221; shape_divider_position=&#8221;bottom&#8221; bg_image_animation=&#8221;none&#8221; gradient_type=&#8221;default&#8221; shape_type=&#8221;&#8221;][vc_column column_padding=&#8221;no-extra-padding&#8221; column_padding_tablet=&#8221;inherit&#8221; column_padding_phone=&#8221;inherit&#8221; column_padding_position=&#8221;all&#8221; column_element_direction_desktop=&#8221;default&#8221; column_element_spacing=&#8221;default&#8221; desktop_text_alignment=&#8221;default&#8221; tablet_text_alignment=&#8221;default&#8221; phone_text_alignment=&#8221;default&#8221; background_color_opacity=&#8221;1&#8243; background_hover_color_opacity=&#8221;1&#8243; column_backdrop_filter=&#8221;none&#8221; column_shadow=&#8221;none&#8221; column_border_radius=&#8221;none&#8221; column_link_target=&#8221;_self&#8221; column_position=&#8221;default&#8221; gradient_direction=&#8221;left_to_right&#8221; overlay_strength=&#8221;0.3&#8243; width=&#8221;1\/1&#8243; tablet_width_inherit=&#8221;default&#8221; animation_type=&#8221;default&#8221; bg_image_animation=&#8221;none&#8221; border_type=&#8221;simple&#8221; column_border_width=&#8221;none&#8221; column_border_style=&#8221;solid&#8221;][vc_column_text]\n<h2>Continue reading<\/h2>\n[\/vc_column_text][vc_column_text]\n  \n\n\n\n\n\n<div id=\"wpv-view-layout-6000\" class=\"js-wpv-view-layout js-wpv-layout-responsive js-wpv-view-layout-6000\" data-viewnumber=\"6000\" data-pagination=\"{&quot;id&quot;:6000,&quot;query&quot;:&quot;normal&quot;,&quot;type&quot;:&quot;disabled&quot;,&quot;effect&quot;:&quot;fade&quot;,&quot;duration&quot;:500,&quot;speed&quot;:5,&quot;pause_on_hover&quot;:&quot;enabled&quot;,&quot;stop_rollover&quot;:&quot;false&quot;,&quot;cache_pages&quot;:&quot;enabled&quot;,&quot;preload_images&quot;:&quot;enabled&quot;,&quot;preload_pages&quot;:&quot;enabled&quot;,&quot;preload_reach&quot;:1,&quot;spinner&quot;:&quot;builtin&quot;,&quot;spinner_image&quot;:&quot;https:\/\/ciphix.io\/wp-content\/plugins\/wp-views\/embedded\/res\/img\/ajax-loader.gif&quot;,&quot;callback_next&quot;:&quot;&quot;,&quot;manage_history&quot;:&quot;enabled&quot;,&quot;has_controls_in_form&quot;:&quot;disabled&quot;,&quot;infinite_tolerance&quot;:&quot;0&quot;,&quot;max_pages&quot;:1,&quot;page&quot;:1,&quot;base_permalink&quot;:&quot;\/en\/wp-json\/wp\/v2\/case\/12833?wpv_view_count=6000&amp;wpv_paged=WPV_PAGE_NUM&quot;,&quot;loop&quot;:{&quot;type&quot;:&quot;&quot;,&quot;name&quot;:&quot;&quot;,&quot;data&quot;:[],&quot;id&quot;:0}}\" data-permalink=\"\/en\/wp-json\/wp\/v2\/case\/12833?wpv_view_count=6000\">\n\n\n<div class=\"blogSlider__container\">\n \n \n  \n  <div class=\"slide__gridWrapper\">\n  \n  \n   \t<a href=\"https:\/\/ciphix.io\/en\/ciphix-wins-workato-customer-impact-partner-award-2026-for-integration-approach-with-facilicom\/\" class=\"slide__small slide__blogNews\">\n <div class=\"slide__wrapper\">\n  <div class=\"slide__label\">\n   <p>\n     News\n   <\/p>\n  <\/div>\n  <div class=\"slide__content\">\n   <h3 class=\"slide__title\">\n    Ciphix wins Workato Customer Impact Partner Award 2026 for integration approach with Facilicom\n   <\/h3>\n   <p class=\"slide__text\">\n   Ciphix has won the Workato Customer Impact Partner Award 2026 for the impact we are creating together with Facilicom Group. With a new integration approach, a fragmented IT landscape is&#8230;\n   <\/p>\n  <\/div>\n <\/div>\n <div class=\"slide__background\">\n  <img decoding=\"async\" src=\"https:\/\/ciphix.io\/wp-content\/uploads\/workato-award-1024x682.jpg\" alt=\"Ciphix wins Workato Customer Impact Partner Award 2026 for integration approach with Facilicom\">\n <\/div>\n<\/a>\n  \n  \n\n\n\n\n\n  \n  \n  \n  \n   \t<a href=\"https:\/\/ciphix.io\/en\/ciphix-announces-new-direction-from-ai-experiments-to-business-critical-software-with-agentic-application-development\/\" class=\"slide__small slide__blogNews\">\n <div class=\"slide__wrapper\">\n  <div class=\"slide__label\">\n   <p>\n     News\n   <\/p>\n  <\/div>\n  <div class=\"slide__content\">\n   <h3 class=\"slide__title\">\n    Ciphix announces new direction: from AI experiments to business-critical software with agentic application development\n   <\/h3>\n   <p class=\"slide__text\">\n   Digital transformation only truly succeeds when technology, processes and people come together in one clear strategy. That&#8217;s how you build lasting improvement instead of separate initiatives.\n   <\/p>\n  <\/div>\n <\/div>\n <div class=\"slide__background\">\n  <img decoding=\"async\" src=\"https:\/\/ciphix.io\/wp-content\/uploads\/DSC01577-1024x684.jpeg\" alt=\"Ciphix announces new direction: from AI experiments to business-critical software with agentic application development\">\n <\/div>\n<\/a>\n  \n  \n\n\n\n\n\n  \n  \n  \n  \n   \t<a href=\"https:\/\/ciphix.io\/en\/mendix-implementation-and-integrations-from-process-optimisation-to-enterprise-automation\/\" class=\"slide__small slide__blogNews\">\n <div class=\"slide__wrapper\">\n  <div class=\"slide__label\">\n   <p>\n     Blog\n   <\/p>\n  <\/div>\n  <div class=\"slide__content\">\n   <h3 class=\"slide__title\">\n    Mendix implementation and integrations: from process optimisation to enterprise automation\n   <\/h3>\n   <p class=\"slide__text\">\n   Discover how Mendix implementation, integrations and automation work together to deliver scalable process optimisation and a strong foundation for AI.\n   <\/p>\n  <\/div>\n <\/div>\n <div class=\"slide__background\">\n  <img decoding=\"async\" src=\"https:\/\/ciphix.io\/wp-content\/uploads\/DSC07461-2-1024x826.jpg\" alt=\"Mendix implementation and integrations: from process optimisation to enterprise automation\">\n <\/div>\n<\/a>\n  \n  \n\n\n\n\n\n  \n  \n  <a href=\"https:\/\/www.linkedin.com\/company\/ciphix\/\" target=\"_blank\" class=\"slide__small slide__linkedin\" rel=\"noopener\">\n <div class=\"slide__wrapper\">\n  <div class=\"slide__icon slide__icon--blue slide__icon--linkedIn\">\n  <\/div>\n  <div class=\"slide__content\">\n   <h3 class=\"slide__title\">\n    Follow us on LinkedIn!\n   <\/h3>\n  <\/div>\n <\/div>\n <div class=\"slide__background\">\n  <img decoding=\"async\" src=\"\/wp-content\/uploads\/plaat_medewerkers_default-scaled.webp\" alt=\"\" role=\"img\">\n <\/div>\n<\/a>\n  \n  \n   \t<a href=\"https:\/\/ciphix.io\/en\/how-do-you-choose-the-right-ipaas\/\" class=\"slide__small slide__blogNews\">\n <div class=\"slide__wrapper\">\n  <div class=\"slide__label\">\n   <p>\n     Blog\n   <\/p>\n  <\/div>\n  <div class=\"slide__content\">\n   <h3 class=\"slide__title\">\n    How do you choose the right iPaaS?\n   <\/h3>\n   <p class=\"slide__text\">\n   For large organisations looking to improve or partly automate business processes with RPA and AI, an iPaaS is not a technical side issue. It is a strategic choice that directly&#8230;\n   <\/p>\n  <\/div>\n <\/div>\n <div class=\"slide__background\">\n  <img decoding=\"async\" src=\"https:\/\/ciphix.io\/wp-content\/uploads\/DSC07469-1-1024x576.jpg\" alt=\"How do you choose the right iPaaS?\">\n <\/div>\n<\/a>\n  \n  \n\n\n\n\n\n  \n  \n  \n  \n   \t<a href=\"https:\/\/ciphix.io\/en\/siemens-mendix-expert-partner-low-code\/\" class=\"slide__small slide__blogNews\">\n <div class=\"slide__wrapper\">\n  <div class=\"slide__label\">\n   <p>\n     News\n   <\/p>\n  <\/div>\n  <div class=\"slide__content\">\n   <h3 class=\"slide__title\">\n    Ciphix appointed Siemens Expert Partner for Mendix Low-Code App Development\n   <\/h3>\n   <p class=\"slide__text\">\n   Digital transformation only truly succeeds when technology, processes and people come together in one clear strategy. That&#8217;s how you build lasting improvement instead of separate initiatives.\n   <\/p>\n  <\/div>\n <\/div>\n <div class=\"slide__background\">\n  <img decoding=\"async\" src=\"https:\/\/ciphix.io\/wp-content\/uploads\/DSC00166-1-1024x684.jpg\" alt=\"Ciphix appointed Siemens Expert Partner for Mendix Low-Code App Development\">\n <\/div>\n<\/a>\n  \n  \n\n\n\n\n\n  \n  <\/div>\n  \n  \n  <div class=\"slide__gridWrapper\">\n  \n  \n   \t<a href=\"https:\/\/ciphix.io\/en\/digital-transformations-for-organizations\/\" class=\"slide__small slide__blogNews\">\n <div class=\"slide__wrapper\">\n  <div class=\"slide__label\">\n   <p>\n     Blog\n   <\/p>\n  <\/div>\n  <div class=\"slide__content\">\n   <h3 class=\"slide__title\">\n    Digital transformation for organizations: structurally improving with technology\n   <\/h3>\n   <p class=\"slide__text\">\n   Digital transformation only truly succeeds when technology, processes and people come together in one clear strategy. That&#8217;s how you build lasting improvement instead of separate initiatives.\n   <\/p>\n  <\/div>\n <\/div>\n <div class=\"slide__background\">\n  <img decoding=\"async\" src=\"https:\/\/ciphix.io\/wp-content\/uploads\/DSC03539-2-1-1024x654.jpg\" alt=\"Digital transformation for organizations: structurally improving with technology\">\n <\/div>\n<\/a>\n  \n  \n\n\n\n\n\n  \n  \n  \n  \n   \t<a href=\"https:\/\/ciphix.io\/en\/what-the-news-about-poorly-configured-mendix-apps-really-teaches-us-about-low-code-at-scale\/\" class=\"slide__small slide__blogNews\">\n <div class=\"slide__wrapper\">\n  <div class=\"slide__label\">\n   <p>\n     News\n   <\/p>\n  <\/div>\n  <div class=\"slide__content\">\n   <h3 class=\"slide__title\">\n    What the news about poorly configured Mendix apps really teaches us about low-code at scale\n   <\/h3>\n   <p class=\"slide__text\">\n   The recent news about thousands of public Mendix installations that were misconfigured raised questions among many organizations. Is Mendix insecure? Should companies be concerned? The short answer: no. But the&#8230;\n   <\/p>\n  <\/div>\n <\/div>\n <div class=\"slide__background\">\n  <img decoding=\"async\" src=\"https:\/\/ciphix.io\/wp-content\/uploads\/ChatGPT-Image-Oct-29-2025-03_30_47-PM-1024x683.png\" alt=\"What the news about poorly configured Mendix apps really teaches us about low-code at scale\">\n <\/div>\n<\/a>\n  \n  \n\n\n\n\n\n  \n  \n  \n  \n   \t<a href=\"https:\/\/ciphix.io\/en\/from-ai-sprawl-to-control-why-agentic-ai-needs-enterprise-orchestration\/\" class=\"slide__small slide__blogNews\">\n <div class=\"slide__wrapper\">\n  <div class=\"slide__label\">\n   <p>\n     Blog\n   <\/p>\n  <\/div>\n  <div class=\"slide__content\">\n   <h3 class=\"slide__title\">\n    From AI sprawl to control: why agentic AI needs enterprise orchestration\n   <\/h3>\n   <p class=\"slide__text\">\n   AI agents are rapidly moving from experimentation into everyday operations. Sales teams use assistants to update CRMs, finance deploys bots for reconciliation, and IT explores agents for ticket triage. What&#8230;\n   <\/p>\n  <\/div>\n <\/div>\n <div class=\"slide__background\">\n  <img decoding=\"async\" src=\"https:\/\/ciphix.io\/wp-content\/uploads\/DSC05595-1-1024x682.jpg\" alt=\"From AI sprawl to control: why agentic AI needs enterprise orchestration\">\n <\/div>\n<\/a>\n  \n  \n\n\n\n\n\n  \n  \n  <a href=\"https:\/\/www.linkedin.com\/company\/ciphix\/\" target=\"_blank\" class=\"slide__small slide__linkedin\" rel=\"noopener\">\n <div class=\"slide__wrapper\">\n  <div class=\"slide__icon slide__icon--blue slide__icon--linkedIn\">\n  <\/div>\n  <div class=\"slide__content\">\n   <h3 class=\"slide__title\">\n    Follow us on LinkedIn!\n   <\/h3>\n  <\/div>\n <\/div>\n <div class=\"slide__background\">\n  <img decoding=\"async\" src=\"\/wp-content\/uploads\/plaat_medewerkers_default-scaled.webp\" alt=\"\" role=\"img\">\n <\/div>\n<\/a>\n  \n  \n   \t<a href=\"https:\/\/ciphix.io\/en\/from-idea-to-impact-how-mendix-fits-into-a-complete-automation-journey\/\" class=\"slide__small slide__blogNews\">\n <div class=\"slide__wrapper\">\n  <div class=\"slide__label\">\n   <p>\n     Blog\n   <\/p>\n  <\/div>\n  <div class=\"slide__content\">\n   <h3 class=\"slide__title\">\n    From idea to impact: how Mendix fits into a complete automation journey\n   <\/h3>\n   <p class=\"slide__text\">\n   Digital transformation rarely fails because of technology. It fails because initiatives remain isolated, and stay that way for too long. Many organisations start automation in the right place, but stop&#8230;\n   <\/p>\n  <\/div>\n <\/div>\n <div class=\"slide__background\">\n  <img decoding=\"async\" src=\"https:\/\/ciphix.io\/wp-content\/uploads\/DSC07394-1024x576.jpg\" alt=\"From idea to impact: how Mendix fits into a complete automation journey\">\n <\/div>\n<\/a>\n  \n  \n\n\n\n\n\n  \n  \n  \n  \n   \t<a href=\"https:\/\/ciphix.io\/en\/zero-downtime-deployment-in-mendix-what-it-means-and-its-limits\/\" class=\"slide__small slide__blogNews\">\n <div class=\"slide__wrapper\">\n  <div class=\"slide__label\">\n   <p>\n     Blog\n   <\/p>\n  <\/div>\n  <div class=\"slide__content\">\n   <h3 class=\"slide__title\">\n    Zero Downtime Deployment in Mendix: what it means (and its limits)\n   <\/h3>\n   <p class=\"slide__text\">\n   A Mendix Community blog by our colleague and Mendix MVP Jaap van Leeuwen Mendix has finally released a feature which many have been asking for: Zero downtime deployment (or, referred&#8230;\n   <\/p>\n  <\/div>\n <\/div>\n <div class=\"slide__background\">\n  <img decoding=\"async\" src=\"https:\/\/ciphix.io\/wp-content\/uploads\/DSC07461-2-1024x826.jpg\" alt=\"Zero Downtime Deployment in Mendix: what it means (and its limits)\">\n <\/div>\n<\/a>\n  \n  \n\n\n\n\n\n  \n  <\/div>\n  \n  \n  <div class=\"slide__gridWrapper\">\n  \n  \n   \t<a href=\"https:\/\/ciphix.io\/en\/blender-kickstart-2026-from-ai-experiments-to-scalable-impact\/\" class=\"slide__small slide__blogNews\">\n <div class=\"slide__wrapper\">\n  <div class=\"slide__label\">\n   <p>\n     News\n   <\/p>\n  <\/div>\n  <div class=\"slide__content\">\n   <h3 class=\"slide__title\">\n    Blender Kickstart 2026: from AI experiments to scalable impact\n   <\/h3>\n   <p class=\"slide__text\">\n   During Blender Kickstart 2026, one question took centre stage, a question that many organisations are currently facing with growing urgency: how do you translate AI from isolated experiments into concrete,&#8230;\n   <\/p>\n  <\/div>\n <\/div>\n <div class=\"slide__background\">\n  <img decoding=\"async\" src=\"https:\/\/ciphix.io\/wp-content\/uploads\/C6723.00_52_42_00.Still018-1024x576.jpg\" alt=\"Blender Kickstart 2026: from AI experiments to scalable impact\">\n <\/div>\n<\/a>\n  \n  \n\n\n\n\n\n  \n  \n  \n  \n   \t<a href=\"https:\/\/ciphix.io\/en\/from-experiment-to-execution-why-agentic-ai-needs-workato\/\" class=\"slide__small slide__blogNews\">\n <div class=\"slide__wrapper\">\n  <div class=\"slide__label\">\n   <p>\n     Blog\n   <\/p>\n  <\/div>\n  <div class=\"slide__content\">\n   <h3 class=\"slide__title\">\n    From experiment to execution: why agentic AI needs Workato\n   <\/h3>\n   <p class=\"slide__text\">\n   Many organisations are actively experimenting with AI agents. There are pilots, demos and impressive prototypes. Yet in production, progress often stalls. Not because AI agents fall short, but because the&#8230;\n   <\/p>\n  <\/div>\n <\/div>\n <div class=\"slide__background\">\n  <img decoding=\"async\" src=\"https:\/\/ciphix.io\/wp-content\/uploads\/000028-1024x683.jpg\" alt=\"From experiment to execution: why agentic AI needs Workato\">\n <\/div>\n<\/a>\n  \n  \n\n\n\n\n\n  \n  \n  \n  \n   \t<a href=\"https:\/\/ciphix.io\/en\/from-ai-pilot-to-impact-why-the-foundation-is-now-the-bottleneck\/\" class=\"slide__small slide__blogNews\">\n <div class=\"slide__wrapper\">\n  <div class=\"slide__label\">\n   <p>\n     News\n   <\/p>\n  <\/div>\n  <div class=\"slide__content\">\n   <h3 class=\"slide__title\">\n    From AI pilot to impact: why the foundation is now the bottleneck\n   <\/h3>\n   <p class=\"slide__text\">\n   Many AI initiatives stall at pilot stage. Discover why a solid digital foundation is essential for scaling AI and creating real business impact.\n   <\/p>\n  <\/div>\n <\/div>\n <div class=\"slide__background\">\n  <img decoding=\"async\" src=\"https:\/\/ciphix.io\/wp-content\/uploads\/2Y7A7135-1-1024x682.jpg\" alt=\"From AI pilot to impact: why the foundation is now the bottleneck\">\n <\/div>\n<\/a>\n  \n  \n\n\n\n\n\n  \n  \n  <a href=\"https:\/\/www.linkedin.com\/company\/ciphix\/\" target=\"_blank\" class=\"slide__small slide__linkedin\" rel=\"noopener\">\n <div class=\"slide__wrapper\">\n  <div class=\"slide__icon slide__icon--blue slide__icon--linkedIn\">\n  <\/div>\n  <div class=\"slide__content\">\n   <h3 class=\"slide__title\">\n    Follow us on LinkedIn!\n   <\/h3>\n  <\/div>\n <\/div>\n <div class=\"slide__background\">\n  <img decoding=\"async\" src=\"\/wp-content\/uploads\/plaat_medewerkers_default-scaled.webp\" alt=\"\" role=\"img\">\n <\/div>\n<\/a>\n  \n\n\n\t<a href=\"https:\/\/ciphix.io\/en\/whitepaper\/digitisation-of-healthcare-logistics-2\/\" class=\"slide__small slide__blogOther\">\n <div class=\"slide__wrapper\">\n   <div class=\"slide__icon slide__icon--whitepaper\">\n   <\/div>\n  <div class=\"slide__label\">\n   Whitepaper\n  <\/div>\n  <div class=\"slide__content\">\n   <h3 class=\"slide__title\">\n    Digitisation of healthcare logistics\n   <\/h3>\n  <\/div>\n <\/div>\n <div class=\"slide__background\">\n  <img decoding=\"async\" src=\"https:\/\/ciphix.io\/wp-content\/uploads\/page_01-724x1024.png\" alt=\"Digitisation of healthcare logistics\">\n <\/div>\n<\/a>\n\n\n\n  \n  \n  \n  \n   \t<a href=\"https:\/\/ciphix.io\/en\/from-api-to-enterprise-mcp-why-ai-automation-needs-context\/\" class=\"slide__small slide__blogNews\">\n <div class=\"slide__wrapper\">\n  <div class=\"slide__label\">\n   <p>\n     Blog\n   <\/p>\n  <\/div>\n  <div class=\"slide__content\">\n   <h3 class=\"slide__title\">\n    From API to Enterprise MCP: Why AI Automation needs context\n   <\/h3>\n   <p class=\"slide__text\">\n   AI agents need context and governance to deliver real value. Learn why APIs are not enough and how Enterprise MCP, Workato, and Ciphix enable controlled, enterprise-grade AI automation.\n   <\/p>\n  <\/div>\n <\/div>\n <div class=\"slide__background\">\n  <img decoding=\"async\" src=\"https:\/\/ciphix.io\/wp-content\/uploads\/000097-1024x683.jpg\" alt=\"From API to Enterprise MCP: Why AI Automation needs context\">\n <\/div>\n<\/a>\n  \n  \n\n\n\n\n\n  \n  <\/div>\n  \n  \n  <div class=\"slide__gridWrapper\">\n  \n  \n   \t<a href=\"https:\/\/ciphix.io\/en\/bridging-the-it-gap-with-low-code-and-ai\/\" class=\"slide__small slide__blogNews\">\n <div class=\"slide__wrapper\">\n  <div class=\"slide__label\">\n   <p>\n     News\n   <\/p>\n  <\/div>\n  <div class=\"slide__content\">\n   <h3 class=\"slide__title\">\n    Bridging the IT Gap with low code and AI\n   <\/h3>\n   <p class=\"slide__text\">\n   Learn how Ciphix and Mendix bridge the IT gap by combining low-code, AI and governance to enable smarter collaboration between business and IT.\n   <\/p>\n  <\/div>\n <\/div>\n <div class=\"slide__background\">\n  <img decoding=\"async\" src=\"https:\/\/ciphix.io\/wp-content\/uploads\/DSC07472-1024x576.jpg\" alt=\"Bridging the IT Gap with low code and AI\">\n <\/div>\n<\/a>\n  \n  \n\n\n\n\n\n  \n  \n  \n  \n   \t<a href=\"https:\/\/ciphix.io\/en\/mailing-ciphix-2025\/\" class=\"slide__small slide__blogNews\">\n <div class=\"slide__wrapper\">\n  <div class=\"slide__label\">\n   <p>\n     News\n   <\/p>\n  <\/div>\n  <div class=\"slide__content\">\n   <h3 class=\"slide__title\">\n    From growth to cohesion: our course towards 2026\n   <\/h3>\n   <p class=\"slide__text\">\n   A reflection on 2025 and our direction towards 2026. How Ciphix helps organisations build a future-proof digital foundation for AI and innovation.\n   <\/p>\n  <\/div>\n <\/div>\n <div class=\"slide__background\">\n  <img decoding=\"async\" src=\"https:\/\/ciphix.io\/wp-content\/uploads\/DSC00166-1-1024x684.jpg\" alt=\"From growth to cohesion: our course towards 2026\">\n <\/div>\n<\/a>\n  \n  \n\n\n\n\n\n  \n  \n  \n  \n   \t<a href=\"https:\/\/ciphix.io\/en\/smart-factory-workflow-digitisation-mendix\/\" class=\"slide__small slide__blogNews\">\n <div class=\"slide__wrapper\">\n  <div class=\"slide__label\">\n   <p>\n     Blog\n   <\/p>\n  <\/div>\n  <div class=\"slide__content\">\n   <h3 class=\"slide__title\">\n    Smart Factory Workflow Digitisation\n   <\/h3>\n   <p class=\"slide__text\">\n   How Mendix enables connected, data-driven manufacturing processes Manufacturers are investing heavily in Industry 4.0, automation and digital twins. Yet many factories still rely on fragmented workflows that slow production down&#8230;.\n   <\/p>\n  <\/div>\n <\/div>\n <div class=\"slide__background\">\n  <img decoding=\"async\" src=\"https:\/\/ciphix.io\/wp-content\/uploads\/DSC07472-1024x576.jpg\" alt=\"Smart Factory Workflow Digitisation\">\n <\/div>\n<\/a>\n  \n  \n\n\n\n\n\n  \n  \n  <a href=\"https:\/\/www.linkedin.com\/company\/ciphix\/\" target=\"_blank\" class=\"slide__small slide__linkedin\" rel=\"noopener\">\n <div class=\"slide__wrapper\">\n  <div class=\"slide__icon slide__icon--blue slide__icon--linkedIn\">\n  <\/div>\n  <div class=\"slide__content\">\n   <h3 class=\"slide__title\">\n    Follow us on LinkedIn!\n   <\/h3>\n  <\/div>\n <\/div>\n <div class=\"slide__background\">\n  <img decoding=\"async\" src=\"\/wp-content\/uploads\/plaat_medewerkers_default-scaled.webp\" alt=\"\" role=\"img\">\n <\/div>\n<\/a>\n  \n  \n   \t<a href=\"https:\/\/ciphix.io\/en\/workato-genies-the-new-generation-of-ai-agents-that-really-make-processes-smarter\/\" class=\"slide__small slide__blogNews\">\n <div class=\"slide__wrapper\">\n  <div class=\"slide__label\">\n   <p>\n     Blog\n   <\/p>\n  <\/div>\n  <div class=\"slide__content\">\n   <h3 class=\"slide__title\">\n    Workato Genies: the new generation of AI agents that really make processes smarter\n   <\/h3>\n   <p class=\"slide__text\">\n   At World of Workato 2025, Workato introduced a major step forward in process automation: a range of Genies. These are AI agents that understand business context, can make decisions independently&#8230;\n   <\/p>\n  <\/div>\n <\/div>\n <div class=\"slide__background\">\n  <img decoding=\"async\" src=\"https:\/\/ciphix.io\/wp-content\/uploads\/000208-1024x683.jpg\" alt=\"Workato Genies: the new generation of AI agents that really make processes smarter\">\n <\/div>\n<\/a>\n  \n  \n\n\n\n\n\n  \n  \n  \n  \n   \t<a href=\"https:\/\/ciphix.io\/en\/from-legacy-to-agile-incremental-modernization-with-mendix\/\" class=\"slide__small slide__blogNews\">\n <div class=\"slide__wrapper\">\n  <div class=\"slide__label\">\n   <p>\n     Blog\n   <\/p>\n  <\/div>\n  <div class=\"slide__content\">\n   <h3 class=\"slide__title\">\n    From Legacy to Agility: modernising step by step with Mendix\n   <\/h3>\n   <p class=\"slide__text\">\n   Move away from outdated systems and modernise at your own pace Legacy systems rarely fall over all at once. They slow you down step by step. An Excel file here,&#8230;\n   <\/p>\n  <\/div>\n <\/div>\n <div class=\"slide__background\">\n  <img decoding=\"async\" src=\"https:\/\/ciphix.io\/wp-content\/uploads\/DSC07469-1-1024x576.jpg\" alt=\"From Legacy to Agility: modernising step by step with Mendix\">\n <\/div>\n<\/a>\n  \n  \n\n\n\n\n\n  \n  <\/div>\n  \n  \n  <div class=\"slide__gridWrapper\">\n  \n  \n   \t<a href=\"https:\/\/ciphix.io\/en\/ciphix-ushers-in-new-chapter-with-appointment-of-marilou-van-doorn-as-new-ceo\/\" class=\"slide__small slide__blogNews\">\n <div class=\"slide__wrapper\">\n  <div class=\"slide__label\">\n   <p>\n     News\n   <\/p>\n  <\/div>\n  <div class=\"slide__content\">\n   <h3 class=\"slide__title\">\n    Ciphix ushers in a new chapter with appointment of Marilou van Doorn as new CEO\n   <\/h3>\n   <p class=\"slide__text\">\n   Ciphix, a specialist in integrations, low-code applications, automation and AI-driven solutions, announces the appointment of Marilou van Doorn as its new CEO. Her arrival marks the start of a new&#8230;\n   <\/p>\n  <\/div>\n <\/div>\n <div class=\"slide__background\">\n  <img decoding=\"async\" src=\"https:\/\/ciphix.io\/wp-content\/uploads\/test-1-1024x824.png\" alt=\"Ciphix ushers in a new chapter with appointment of Marilou van Doorn as new CEO\">\n <\/div>\n<\/a>\n  \n  \n\n\n\n\n\n  \n  \n  \n  \n   \t<a href=\"https:\/\/ciphix.io\/en\/why-off-the-shelf-software-no-longer-fits-your-business\/\" class=\"slide__small slide__blogNews\">\n <div class=\"slide__wrapper\">\n  <div class=\"slide__label\">\n   <p>\n     Blog\n   <\/p>\n  <\/div>\n  <div class=\"slide__content\">\n   <h3 class=\"slide__title\">\n    Why Off-the-Shelf Software no longer fits your business\n   <\/h3>\n   <p class=\"slide__text\">\n   Replace legacy systems, improve processes, accelerate innovation Off-the-shelf software once promised simplicity, a ready-made tool, quick to deploy, with minimal effort. However, by 2025, the reality is clear: businesses evolve&#8230;\n   <\/p>\n  <\/div>\n <\/div>\n <div class=\"slide__background\">\n  <img decoding=\"async\" src=\"https:\/\/ciphix.io\/wp-content\/uploads\/9fbdd75698943a5802a607655e643848-scaled-1-1024x683.jpeg\" alt=\"Why Off-the-Shelf Software no longer fits your business\">\n <\/div>\n<\/a>\n  \n  \n\n\n\n\n\n  \n  \n  \n  \n   \t<a href=\"https:\/\/ciphix.io\/en\/mendix-11-a-new-chapter-in-the-future-of-low-code\/\" class=\"slide__small slide__blogNews\">\n <div class=\"slide__wrapper\">\n  <div class=\"slide__label\">\n   <p>\n     Blog\n   <\/p>\n  <\/div>\n  <div class=\"slide__content\">\n   <h3 class=\"slide__title\">\n    Mendix 11: a new chapter in the future of low-code\n   <\/h3>\n   <p class=\"slide__text\">\n   Insights from Mendix MVP Bart Poelmans Mendix 11 marks a new era in which AI is no longer an add-on, but the engine behind software development. For organizations building with&#8230;\n   <\/p>\n  <\/div>\n <\/div>\n <div class=\"slide__background\">\n  <img decoding=\"async\" src=\"https:\/\/ciphix.io\/wp-content\/uploads\/ChatGPT-Image-Oct-29-2025-03_30_47-PM-1024x683.png\" alt=\"Mendix 11: a new chapter in the future of low-code\">\n <\/div>\n<\/a>\n  \n  \n\n\n\n\n\n  \n  \n  <a href=\"https:\/\/www.linkedin.com\/company\/ciphix\/\" target=\"_blank\" class=\"slide__small slide__linkedin\" rel=\"noopener\">\n <div class=\"slide__wrapper\">\n  <div class=\"slide__icon slide__icon--blue slide__icon--linkedIn\">\n  <\/div>\n  <div class=\"slide__content\">\n   <h3 class=\"slide__title\">\n    Follow us on LinkedIn!\n   <\/h3>\n  <\/div>\n <\/div>\n <div class=\"slide__background\">\n  <img decoding=\"async\" src=\"\/wp-content\/uploads\/plaat_medewerkers_default-scaled.webp\" alt=\"\" role=\"img\">\n <\/div>\n<\/a>\n  \n  \n   \t<a href=\"https:\/\/ciphix.io\/en\/world-of-workato-2025-three-developments-accelerating-the-future-of-automation\/\" class=\"slide__small slide__blogNews\">\n <div class=\"slide__wrapper\">\n  <div class=\"slide__label\">\n   <p>\n     News\n   <\/p>\n  <\/div>\n  <div class=\"slide__content\">\n   <h3 class=\"slide__title\">\n    World of Workato 2025: three developments accelerating the future of automation\n   <\/h3>\n   <p class=\"slide__text\">\n   World of Workato 2025: innovations in AI automation and integration Workato innovators, partners and customers came together in Amsterdam on 9 October for World of Workato 2025 \u2013 the leading&#8230;\n   <\/p>\n  <\/div>\n <\/div>\n <div class=\"slide__background\">\n  <img decoding=\"async\" src=\"https:\/\/ciphix.io\/wp-content\/uploads\/000097-1024x683.jpg\" alt=\"World of Workato 2025: three developments accelerating the future of automation\">\n <\/div>\n<\/a>\n  \n  \n\n\n\n\n\n  \n  <\/div>\n \n \n<\/div>\n\n\n<\/div>\n\n\n[\/vc_column_text][\/vc_column][\/vc_row]\n","protected":false},"excerpt":{"rendered":"<p>Discover how JBT Marel uses an AI agent in Teams to make documentation findable in seconds. Less search time, fewer errors and faster onboarding of engineers.<\/p>\n","protected":false},"featured_media":10443,"template":"","categories":[41],"dienstpilaar":[37],"sector":[98],"techologie":[102],"platform":[],"class_list":{"0":"post-12833","1":"case","2":"type-case","3":"status-publish","4":"has-post-thumbnail","6":"category-cases","7":"dienstpilaar-services","8":"sector-industry","9":"techologie-ai"},"_links":{"self":[{"href":"https:\/\/ciphix.io\/en\/wp-json\/wp\/v2\/case\/12833","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/ciphix.io\/en\/wp-json\/wp\/v2\/case"}],"about":[{"href":"https:\/\/ciphix.io\/en\/wp-json\/wp\/v2\/types\/case"}],"version-history":[{"count":11,"href":"https:\/\/ciphix.io\/en\/wp-json\/wp\/v2\/case\/12833\/revisions"}],"predecessor-version":[{"id":13485,"href":"https:\/\/ciphix.io\/en\/wp-json\/wp\/v2\/case\/12833\/revisions\/13485"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/ciphix.io\/en\/wp-json\/wp\/v2\/media\/10443"}],"wp:attachment":[{"href":"https:\/\/ciphix.io\/en\/wp-json\/wp\/v2\/media?parent=12833"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/ciphix.io\/en\/wp-json\/wp\/v2\/categories?post=12833"},{"taxonomy":"dienstpilaar","embeddable":true,"href":"https:\/\/ciphix.io\/en\/wp-json\/wp\/v2\/dienstpilaar?post=12833"},{"taxonomy":"sector","embeddable":true,"href":"https:\/\/ciphix.io\/en\/wp-json\/wp\/v2\/sector?post=12833"},{"taxonomy":"techologie","embeddable":true,"href":"https:\/\/ciphix.io\/en\/wp-json\/wp\/v2\/techologie?post=12833"},{"taxonomy":"platform","embeddable":true,"href":"https:\/\/ciphix.io\/en\/wp-json\/wp\/v2\/platform?post=12833"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}