{"id":15039,"date":"2025-07-22T11:23:16","date_gmt":"2025-07-22T09:23:16","guid":{"rendered":"https:\/\/www.panter.ch\/?p=15039"},"modified":"2025-12-03T09:37:34","modified_gmt":"2025-12-03T08:37:34","slug":"pantobot-our-own-ai-solution","status":"publish","type":"post","link":"https:\/\/www.panter.ch\/en\/stories\/pantobot-our-own-ai-solution\/","title":{"rendered":"How does an internal AI assistant work with your own data?"},"content":{"rendered":"[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; 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; 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 css=&#8221;&#8221; text_direction=&#8221;default&#8221;]\n<h3>Table of contents<\/h3>\n[\/vc_column_text]<div class=\"nectar-fancy-ul link_style_underline nectar-link-underline-effect\" data-list-icon=\"fa fa-arrow-down\" data-animation=\"true\" data-animation-delay=\"0\" data-color=\"accent-color\" data-spacing=\"default\" data-alignment=\"left\"> \n<ul>\n<li><a href=\"https:\/\/www.panter.ch\/en\/stories\/pantobot-our-own-ai-solution\/#ch1\"><b>An AI that really understands our company<\/b><\/a><\/li>\n<li><strong><a href=\"https:\/\/www.panter.ch\/en\/stories\/pantobot-our-own-ai-solution\/#ch2\">How the Pantobot works<\/a><!-- notionvc: 2f354177-32c3-441f-ac22-cfc34d693a09 --><\/strong><\/li>\n<li><strong><a href=\"https:\/\/www.panter.ch\/en\/stories\/pantobot-our-own-ai-solution\/#ch3\">What you should know before your next AI project<\/a><!-- notionvc: 4f5cd5cf-9a1f-4a05-bb80-042c603d18f7 --><\/strong><\/li>\n<li><strong><a href=\"https:\/\/www.panter.ch\/en\/stories\/pantobot-our-own-ai-solution\/#ch4\">What are the benefits of a company-specific AI solution?<\/a><!-- notionvc: 223c18be-d6ff-4f99-b243-e87c15169a23 --><\/strong><\/li>\n<li><a href=\"https:\/\/www.panter.ch\/en\/stories\/pantobot-our-own-ai-solution\/#ch5\"><strong>Conclusion: The path to your own AI solution is feasible and worthwhile<\/strong><\/a><!-- notionvc: f9c95263-26ba-4eff-ab55-a1689fc4cb71 --><\/li>\n<\/ul>\n <\/div>[\/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; 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; 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;][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;][divider line_type=&#8221;Full Width Line&#8221; line_thickness=&#8221;1&#8243; divider_color=&#8221;default&#8221; animate=&#8221;yes&#8221;][\/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; top_padding=&#8221;40px&#8221; top_padding_phone=&#8221;12vw&#8221; 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; 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;20px&#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_column_text css_animation=&#8221;fadeInUp&#8221; css=&#8221;&#8221; text_direction=&#8221;default&#8221; max_width=&#8221;800&#8243;]\n<h3>The development of AI is progressing rapidly and more and more Swiss companies are integrating AI technologies into their existing internal processes.<br \/>\n<!-- notionvc: b7e8cefc-ee2a-4adf-ae0c-df03b6c37730 --><!-- notionvc: 310ed2f7-764c-4f29-8a48-5cfb13b44cce --><\/h3>\n[\/vc_column_text][nectar_gradient_text heading_tag=&#8221;h3&#8243; color=&#8221;extra-color-gradient-1&#8243; gradient_direction=&#8221;horizontal&#8221; text=&#8221;According to a survey conducted by Handelszeitung, 97% of managers surveyed stated that the integration of AI into business processes is essential.&#8221; margin_top=&#8221;48&#8243; margin_bottom=&#8221;48&#8243;][vc_column_text css=&#8221;&#8221; text_direction=&#8221;default&#8221;]As AI progresses, so do the capabilities of <a class=\"notion-link-token notion-focusable-token notion-enable-hover\" tabindex=\"0\" href=\"https:\/\/www.panter.ch\/en\/stories\/ai-assistants-wolfpak\/\" rel=\"noopener noreferrer\" data-token-index=\"1\"><span class=\"link-annotation-unknown-block-id--1347991274\">AI assistants<\/span><\/a>. They take on complex tasks and become valuable tools for companies to optimize processes and make data-based decisions. <a class=\"notion-link-token notion-focusable-token notion-enable-hover\" tabindex=\"0\" href=\"https:\/\/www.panter.ch\/en\/stories\/datenbasiertes-management\/\" rel=\"noopener noreferrer\" data-token-index=\"3\"><span class=\"link-annotation-unknown-block-id-47394561\">data-based decisions<\/span><\/a> make data-based decisions.[\/vc_column_text][nectar_highlighted_text color_type=&#8221;regular&#8221; style=&#8221;full_text&#8221; highlight_expansion=&#8221;default&#8221; text_direction=&#8221;default&#8221;]As powerful as ChatGPT, Gemini, <a href=\"https:\/\/www.panter.ch\/en\/stories\/meta-extends-its-ai-reach-to-all-platforms\/\">Meta AI<\/a> and the like are, they are often not designed for <em>company-specific challenges, sensitive data and customized workflows<\/em>. A <a href=\"https:\/\/fh-hwz.ch\/news\/einblick-in-die-nutzung-von-kuenstlicher-intelligenz-in-schweizer-unternehmen\">market study by the HWZ<\/a> confirms that there is often a lack of company-specific solutions based on self-trained models and proprietary data.[\/nectar_highlighted_text][nectar_highlighted_text color_type=&#8221;regular&#8221; text_color=&#8221;#000000&#8243; style=&#8221;full_text&#8221; highlight_expansion=&#8221;default&#8221; text_direction=&#8221;default&#8221;]This is why <strong>company-specific AI solutions<\/strong> are becoming increasingly interesting. They are tailored precisely to the challenges, data and goals of a specific company. That sounds promising, doesn&#8217;t it? And it is. They open up<span class=\"discussion-id-22a2ac01-5865-8091-a6a9-001cdf79881c notion-enable-hover\" data-token-index=\"1\"> enormous opportunities, ranging from efficiency gains to new, innovative customer offerings.<\/span> <!-- notionvc: 9571c9f4-3fbd-4cc8-b2a4-8a0f0a6a3825 --><br \/>\n<!-- notionvc: 2854c8be-af81-460f-a385-9e20e94f8491 -->[\/nectar_highlighted_text][nectar_highlighted_text color_type=&#8221;regular&#8221; text_color=&#8221;#000000&#8243; style=&#8221;full_text&#8221; highlight_expansion=&#8221;default&#8221; text_direction=&#8221;default&#8221;]For decision-makers and managers in the IT sector, this not only raises the question of <strong><span class=\"notion-enable-hover\" data-token-index=\"1\">whether<\/span><\/strong>but above all about <strong><span class=\"notion-enable-hover\" data-token-index=\"3\">how<\/span><\/strong>. How can such solutions be strategically anchored, technologically implemented and sustainably developed? <!-- notionvc: f11e2928-8ed9-4480-a638-fce1feab86c1 --><br \/>\n<!-- notionvc: 2854c8be-af81-460f-a385-9e20e94f8491 -->[\/nectar_highlighted_text][nectar_highlighted_text color_type=&#8221;regular&#8221; text_color=&#8221;#000000&#8243; style=&#8221;full_text&#8221; highlight_expansion=&#8221;default&#8221; text_direction=&#8221;default&#8221;]In this article, we show how we at Panter implemented the customized AI solution <em>Pantobot<\/em> ourselves and what important lessons we learned in the process.<br \/>\n<!-- notionvc: 2854c8be-af81-460f-a385-9e20e94f8491 -->[\/nectar_highlighted_text][\/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; top_padding=&#8221;40px&#8221; top_padding_phone=&#8221;12vw&#8221; 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; id=&#8221;ch1&#8243; 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;10px&#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_column_text css=&#8221;&#8221; text_direction=&#8221;default&#8221;]\n<h2>An AI that really understands our company<\/h2>\n[\/vc_column_text][nectar_highlighted_text color_type=&#8221;regular&#8221; text_color=&#8221;#000000&#8243; style=&#8221;full_text&#8221; highlight_expansion=&#8221;default&#8221; text_direction=&#8221;default&#8221;]The idea for our own AI solution arose from several needs and objectives:<!-- notionvc: 3f4303a4-9929-41e1-adcb-3686a043a100 --><br \/>\n<!-- notionvc: 2854c8be-af81-460f-a385-9e20e94f8491 -->[\/nectar_highlighted_text]<div class=\"nectar-fancy-ul\" data-list-icon=\"icon-salient-check\" data-animation=\"true\" data-animation-delay=\"0\" data-color=\"accent-color\" data-spacing=\"5px\" data-alignment=\"left\"> \n<ul>\n<li><strong>Internal innovation:<\/strong> The process began with a design developed by <a href=\"https:\/\/www.linkedin.com\/in\/claudiocro\/\">Claudio Romano<\/a>. This prototype served as a basis on which other employees could build.<\/li>\n<li><strong>User-friendly interaction:<\/strong> A conversational interface, as known from ChatGPT, is ideal for interacting intuitively with data. We therefore opted for a chat solution tailored to Panter.<\/li>\n<li><strong>Strategic realignment:<\/strong> We wanted to strengthen our positioning in the field of AI development, particularly in view of the upcoming <a href=\"https:\/\/swiss-ai-weeks.ch\/\">Swiss {ai} Weeks<\/a>.<\/li>\n<\/ul>\n <\/div>[nectar_highlighted_text color_type=&#8221;regular&#8221; text_color=&#8221;#000000&#8243; style=&#8221;full_text&#8221; highlight_expansion=&#8221;default&#8221; text_direction=&#8221;default&#8221;]The main challenges we wanted to tackle with the Pantobot were:<!-- notionvc: 7852cd90-c3be-485a-b3b5-00aafef630a7 --><br \/>\n<!-- notionvc: 2854c8be-af81-460f-a385-9e20e94f8491 -->[\/nectar_highlighted_text]<div class=\"nectar-fancy-ul\" data-list-icon=\"icon-salient-check\" data-animation=\"true\" data-animation-delay=\"0\" data-color=\"accent-color\" data-spacing=\"5px\" data-alignment=\"left\"> \n<ul>\n<li><strong>Optimize knowledge management:<\/strong> Scattered or poorly documented knowledge should be made centrally and easily accessible.<\/li>\n<li><strong>Simplify system access:<\/strong> Access to various internal systems should be possible via a single interface.<\/li>\n<li><strong>Linking data:<\/strong> The bot should be able to pull information from different sources and link it together.<\/li>\n<\/ul>\n <\/div>[\/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; top_padding=&#8221;40px&#8221; top_padding_phone=&#8221;12vw&#8221; 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; id=&#8221;ch2&#8243; 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;10px&#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_column_text css=&#8221;&#8221; text_direction=&#8221;default&#8221;]\n<h2>How the Pantobot works<!-- notionvc: 6c12655d-e77c-4ca4-847b-8e7987a79330 --><\/h2>\n[\/vc_column_text][nectar_highlighted_text color_type=&#8221;regular&#8221; text_color=&#8221;#000000&#8243; style=&#8221;full_text&#8221; highlight_expansion=&#8221;default&#8221; text_direction=&#8221;default&#8221;]For the development of the Pantobot, we relied on a modern and flexible technology stack:<!-- notionvc: 456ec290-f57c-4074-b5b4-730b42297b7e --><\/p>\n<p><!-- notionvc: 2854c8be-af81-460f-a385-9e20e94f8491 -->[\/nectar_highlighted_text]<div class=\"nectar-fancy-ul\" data-list-icon=\"icon-salient-check\" data-animation=\"true\" data-animation-delay=\"0\" data-color=\"accent-color\" data-spacing=\"5px\" data-alignment=\"left\"> \n<ul>\n<li><strong>Foundation:<\/strong> A Next.js application serves as the basis, providing a modern and solid foundation for web applications.<\/li>\n<li><strong>The heart of the AI:<\/strong> <a href=\"https:\/\/ai-sdk.dev\/docs\/introduction\">Vercel&#8217;s AI SDK<\/a> allows various AI models to be flexibly integrated. Our Pantobot currently works with <strong>ChatGPT<\/strong>, <strong>Llama 3<\/strong>, <strong>DeepSeek<\/strong> and <strong>Google Gemini<\/strong>, depending on requirements.<\/li>\n<li><strong>Data sources:<\/strong> The Pantobot is currently connected to our <a href=\"https:\/\/git.panter.ch\/\">GitLab<\/a>. In the future, other sources such as <strong>Google Chats, Google Drive, Notion<\/strong> and our <strong>website<\/strong> will be integrated. As a small but entertaining gimmick, we have also connected Spotify: The bot can search, play or pause songs on demand.<\/li>\n<\/ul>\n <\/div>[\/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;#000000&#8243; scene_position=&#8221;center&#8221; top_padding=&#8221;80px&#8221; constrain_group_1=&#8221;yes&#8221; bottom_padding=&#8221;80px&#8221; bottom_margin=&#8221;40px&#8221; text_color=&#8221;light&#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;row dark&#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 css=&#8221;&#8221; text_direction=&#8221;default&#8221;]\n<h3 data-start=\"355\" data-end=\"406\">Flexible integration into existing IT systems<\/h3>\n[\/vc_column_text][vc_column_text css=&#8221;&#8221; text_direction=&#8221;default&#8221;]In addition, Pantobot can be seamlessly integrated into existing system landscapes as an independent chat interface. The architecture is designed in such a way that the chat interface and data interaction are decoupled from each other. This means that company-specific data sources, semantic search systems or RAG pipelines can be connected on a modular basis.<\/p>\n<p>In contrast to many conventional solutions, our AI solution enables particularly close integration with the integrated data. In addition, interactive widgets can be integrated directly into the user interface: This means that documents can not only be displayed in the chat, but also edited or commented on directly.<\/p>\n<p>The Pantobot is therefore an example of how we can use flexible, interactive and expandable architecture to create customized, AI-supported systems.<\/p>\n<p><!-- notionvc: 15127c22-b812-4523-86f8-146ed4d497b5 -->[\/vc_column_text][nectar_btn size=&#8221;large&#8221; button_style=&#8221;regular&#8221; button_color_2=&#8221;Accent-Color&#8221; icon_family=&#8221;none&#8221; text=&#8221;Find out more about our AI &amp; Data Services&#8221; url=&#8221;https:\/\/www.panter.ch\/en\/offer\/ai-data\/&#8221;][\/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; top_padding=&#8221;40px&#8221; top_padding_phone=&#8221;12vw&#8221; 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; id=&#8221;ch3&#8243; 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;10px&#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_column_text css_animation=&#8221;fadeInUp&#8221; css=&#8221;&#8221; text_direction=&#8221;default&#8221; max_width=&#8221;700&#8243;]\n<h2>What you should know before your next AI project<\/h2>\n<p><!-- notionvc: d8dacc4a-a524-4930-8edc-9a4ef7ab3761 -->[\/vc_column_text][vc_column_text css=&#8221;&#8221; text_direction=&#8221;default&#8221;]The development of the Pantobot was an instructive process. We have summarized our most important findings, which can also be applied to other AI projects, here: <!-- notionvc: 455f1b47-9201-4161-b7e8-b59b0360e3cf -->[\/vc_column_text][image_with_animation image_url=&#8221;15125&#8243; image_size=&#8221;full&#8221; max_width=&#8221;100%&#8221; max_width_mobile=&#8221;default&#8221; animation_type=&#8221;entrance&#8221; animation=&#8221;None&#8221; animation_movement_type=&#8221;transform_y&#8221; hover_animation=&#8221;none&#8221; alignment=&#8221;&#8221; border_radius=&#8221;none&#8221; box_shadow=&#8221;none&#8221; image_loading=&#8221;default&#8221;][\/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; top_padding=&#8221;40px&#8221; top_padding_phone=&#8221;12vw&#8221; 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; 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;10px&#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_column_text css=&#8221;&#8221; text_direction=&#8221;default&#8221;]\n<h3><span class=\"notion-enable-hover\" data-token-index=\"0\">Learning 1: A good idea is quickly validated, the devil is in the detail<\/span><!-- notionvc: d77fd744-8512-43a5-ba33-69153a4508c3 --><\/h3>\n[\/vc_column_text][vc_column_text css=&#8221;&#8221; text_direction=&#8221;default&#8221;]An initial proof of concept (PoC) is often implemented quickly thanks to modern AI frameworks. However, our experience shows a clear 80\/20 rule:[\/vc_column_text]<div class=\"nectar-fancy-ul\" data-list-icon=\"icon-salient-check\" data-animation=\"true\" data-animation-delay=\"0\" data-color=\"accent-color\" data-spacing=\"5px\" data-alignment=\"left\"> \n<ul>\n<li>20% of the time is spent on the first PoC to prove feasibility<\/li>\n<li>However, 80% of the time is required for the actual project, which follows the PoC. This phase includes steps such as robust implementation, connection to live data, testing and ensuring stability.<\/li>\n<\/ul>\n <\/div>[\/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; top_padding=&#8221;40px&#8221; top_padding_phone=&#8221;12vw&#8221; 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; 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;10px&#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_column_text css=&#8221;&#8221; text_direction=&#8221;default&#8221;]\n<h3>Learning 2: AI thrives on high-quality data<br \/>\n<!-- notionvc: d77fd744-8512-43a5-ba33-69153a4508c3 --><\/h3>\n[\/vc_column_text][vc_column_text css=&#8221;&#8221; text_direction=&#8221;default&#8221;]Without high-quality and relevant data, even the best AI solution cannot fulfill its potential. Two aspects are crucial here:[\/vc_column_text]<div class=\"nectar-fancy-ul\" data-list-icon=\"icon-salient-check\" data-animation=\"true\" data-animation-delay=\"0\" data-color=\"accent-color\" data-spacing=\"5px\" data-alignment=\"left\"> \n<ul>\n<li><strong>Data quality:<\/strong> The accuracy, completeness and consistency of the data are fundamental.<\/li>\n<li><strong>Data availability:<\/strong> The required data must be accessible. Data silos in the company often have to be broken down first.<\/li>\n<\/ul>\n <\/div>[\/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; top_padding=&#8221;40px&#8221; top_padding_phone=&#8221;12vw&#8221; 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; 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;10px&#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_column_text css=&#8221;&#8221; text_direction=&#8221;default&#8221;]\n<h3>Learning 3: An agile approach and continuous maintenance are mandatory<br \/>\n<!-- notionvc: d77fd744-8512-43a5-ba33-69153a4508c3 --><\/h3>\n[\/vc_column_text][vc_column_text css=&#8221;&#8221; text_direction=&#8221;default&#8221;]AI projects are not one-off projects. We consistently rely on agile development:[\/vc_column_text]<div class=\"nectar-fancy-ul\" data-list-icon=\"icon-salient-check\" data-animation=\"true\" data-animation-delay=\"0\" data-color=\"accent-color\" data-spacing=\"5px\" data-alignment=\"left\"> \n<ul>\n<li><strong>Iterative approach:<\/strong> We start with a prototype or a <a href=\"https:\/\/www.panter.ch\/en\/minimum-viable-product\/\">minimum viable product (MVP)<\/a> and gradually expand the functionality based on user feedback.<\/li>\n<li><strong>Monitoring and maintenance:<\/strong> AI models must be continuously monitored, as data changes and performance can change. Regular retraining and adjustments to new model versions (e.g. an upgrade from GPT-4 to a possible GPT-5) are essential. This requires automated tests to ensure that the bot continues to provide correct and consistent answers.<\/li>\n<\/ul>\n <\/div>[vc_column_text css=&#8221;&#8221; text_direction=&#8221;default&#8221;]Based on the development of Pantobot, we have created a comprehensive range of services to help companies get started with the productive use of AI.<!-- notionvc: 0a0b4cc0-8f94-4738-8623-5703fe89dce6 -->[\/vc_column_text][image_with_animation image_url=&#8221;15065&#8243; image_size=&#8221;full&#8221; max_width=&#8221;100%&#8221; max_width_mobile=&#8221;default&#8221; animation_type=&#8221;entrance&#8221; animation=&#8221;None&#8221; animation_movement_type=&#8221;transform_y&#8221; hover_animation=&#8221;none&#8221; alignment=&#8221;&#8221; border_radius=&#8221;none&#8221; box_shadow=&#8221;none&#8221; image_loading=&#8221;default&#8221;][\/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; top_padding=&#8221;40px&#8221; top_padding_phone=&#8221;12vw&#8221; 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; id=&#8221;ch4&#8243; 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;10px&#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_column_text css_animation=&#8221;fadeInUp&#8221; css=&#8221;&#8221; text_direction=&#8221;default&#8221; max_width=&#8221;700&#8243;]\n<h2>What are the benefits of a company-specific AI solution?<\/h2>\n<p><!-- notionvc: d8dacc4a-a524-4930-8edc-9a4ef7ab3761 -->[\/vc_column_text][vc_column_text css=&#8221;&#8221; text_direction=&#8221;default&#8221;]Customized AI solutions such as Pantobot create concrete added value in numerous areas of the company:[\/vc_column_text]<div class=\"nectar-fancy-ul\" data-list-icon=\"icon-salient-check\" data-animation=\"true\" data-animation-delay=\"0\" data-color=\"accent-color\" data-spacing=\"5px\" data-alignment=\"left\"> \n<ul>\n<li><strong>Centralized knowledge management:<\/strong> AI-supported chatbots can make scattered knowledge accessible and retain know-how beyond individual employees in the company.<\/li>\n<li><strong>Efficient process automation:<\/strong> The automation of routine tasks and workflows reduces operating costs and relieves employees.<\/li>\n<li><strong>Targeted promotion of innovation:<\/strong> The use of modern technologies not only creates competitive advantages, but also motivates teams to continuously work on new, creative ideas.<\/li>\n<\/ul>\n <\/div>[\/vc_column][\/vc_row][vc_row type=&#8221;in_container&#8221; full_screen_row_position=&#8221;middle&#8221; 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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 css_animation=&#8221;fadeInUp&#8221; css=&#8221;&#8221; text_direction=&#8221;default&#8221;]\n<h2 data-start=\"483\" data-end=\"553\">Conclusion: The path to your own AI solution is feasible and worthwhile<\/h2>\n[\/vc_column_text][nectar_highlighted_text color_type=&#8221;regular&#8221; style=&#8221;full_text&#8221; highlight_expansion=&#8221;default&#8221; text_direction=&#8221;default&#8221;]The development of a company-specific AI solution is a <em>strategic investment<\/em> that goes far beyond a technological gimmick. 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Contact us for a no-obligation consultation.<br \/>\n<!-- notionvc: 6562536d-bf1f-4a74-85a6-2aa2c36a87f6 -->[\/vc_column_text][nectar_btn size=&#8221;large&#8221; button_style=&#8221;regular&#8221; button_color_2=&#8221;Accent-Color&#8221; icon_family=&#8221;none&#8221; text=&#8221;Contact us&#8221; url=&#8221;https:\/\/www.panter.ch\/en\/contact\/&#8221;][\/vc_column][\/vc_row]\n","protected":false},"excerpt":{"rendered":"<p>With our in-house development &#8220;Pantobot&#8221;, we link internal data with LLMs and thus optimize our knowledge management.<\/p>\n","protected":false},"author":3,"featured_media":15074,"comment_status":"closed","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"om_disable_all_campaigns":false,"inline_featured_image":false,"footnotes":""},"categories":[276,358,274],"tags":[],"class_list":["post-15039","post","type-post","status-publish","format-standard","has-post-thumbnail","category-ai-data-en","category-ai-applications","category-blog-en"],"yoast_head":"<!-- This site is optimized with the Yoast SEO Premium plugin v27.7 (Yoast SEO v27.7) - https:\/\/yoast.com\/product\/yoast-seo-premium-wordpress\/ -->\n<title>How we developed our own AI solution Pantobot ourselves<\/title>\n<meta name=\"description\" content=\"Our own AI solution: With the Pantobot, Panter has realized a company-owned AI chatbot with access to internal data sources.\" \/>\n<meta name=\"robots\" content=\"index, follow, max-snippet:-1, max-image-preview:large, max-video-preview:-1\" \/>\n<link rel=\"canonical\" href=\"https:\/\/www.panter.ch\/en\/stories\/pantobot-our-own-ai-solution\/\" \/>\n<meta property=\"og:locale\" content=\"en_US\" \/>\n<meta property=\"og:type\" content=\"article\" \/>\n<meta property=\"og:title\" content=\"How does an internal AI assistant work with your own data?\" \/>\n<meta property=\"og:description\" content=\"Our own AI solution: With the Pantobot, Panter has realized a company-owned AI chatbot with access to internal data sources.\" \/>\n<meta property=\"og:url\" content=\"https:\/\/www.panter.ch\/en\/stories\/pantobot-our-own-ai-solution\/\" \/>\n<meta property=\"og:site_name\" content=\"Panter AG\" \/>\n<meta property=\"article:publisher\" content=\"https:\/\/www.facebook.com\/panterch\" \/>\n<meta property=\"article:published_time\" content=\"2025-07-22T09:23:16+00:00\" \/>\n<meta property=\"article:modified_time\" content=\"2025-12-03T08:37:34+00:00\" \/>\n<meta property=\"og:image\" content=\"https:\/\/www.panter.ch\/wp-content\/uploads\/HBC04064-1-1024x683.jpg\" \/>\n\t<meta property=\"og:image:width\" content=\"1024\" \/>\n\t<meta property=\"og:image:height\" content=\"683\" \/>\n\t<meta property=\"og:image:type\" content=\"image\/jpeg\" \/>\n<meta name=\"author\" content=\"Roberto\" \/>\n<meta name=\"twitter:card\" content=\"summary_large_image\" \/>\n<meta name=\"twitter:creator\" content=\"@panterch\" \/>\n<meta name=\"twitter:site\" content=\"@panterch\" \/>\n<meta name=\"twitter:label1\" content=\"Written by\" \/>\n\t<meta name=\"twitter:data1\" content=\"Roberto\" \/>\n\t<meta name=\"twitter:label2\" content=\"Est. reading time\" \/>\n\t<meta name=\"twitter:data2\" content=\"8 minutes\" \/>\n<script type=\"application\/ld+json\" class=\"yoast-schema-graph\">{\"@context\":\"https:\\\/\\\/schema.org\",\"@graph\":[{\"@type\":\"Article\",\"@id\":\"https:\\\/\\\/www.panter.ch\\\/en\\\/stories\\\/pantobot-our-own-ai-solution\\\/#article\",\"isPartOf\":{\"@id\":\"https:\\\/\\\/www.panter.ch\\\/en\\\/stories\\\/pantobot-our-own-ai-solution\\\/\"},\"author\":{\"name\":\"Roberto\",\"@id\":\"https:\\\/\\\/www.panter.ch\\\/en\\\/#\\\/schema\\\/person\\\/17955a8092d4a5671347f2f158635479\"},\"headline\":\"How does an internal AI assistant work with your own data?\",\"datePublished\":\"2025-07-22T09:23:16+00:00\",\"dateModified\":\"2025-12-03T08:37:34+00:00\",\"mainEntityOfPage\":{\"@id\":\"https:\\\/\\\/www.panter.ch\\\/en\\\/stories\\\/pantobot-our-own-ai-solution\\\/\"},\"wordCount\":4232,\"publisher\":{\"@id\":\"https:\\\/\\\/www.panter.ch\\\/en\\\/#organization\"},\"image\":{\"@id\":\"https:\\\/\\\/www.panter.ch\\\/en\\\/stories\\\/pantobot-our-own-ai-solution\\\/#primaryimage\"},\"thumbnailUrl\":\"https:\\\/\\\/www.panter.ch\\\/wp-content\\\/uploads\\\/HBC04064-1.jpg\",\"articleSection\":[\"AI &amp; 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