{"id":1537,"date":"2025-05-20T11:56:49","date_gmt":"2025-05-20T09:56:49","guid":{"rendered":"https:\/\/www.charlyverse.com\/?p=1537"},"modified":"2026-01-21T15:41:53","modified_gmt":"2026-01-21T14:41:53","slug":"have-you-chatted-with-your-data-today","status":"publish","type":"post","link":"https:\/\/www.charlyverse.com\/en\/have-you-chatted-with-your-data-today\/","title":{"rendered":"Have You Chatted With Your Data Today?"},"content":{"rendered":"<p>Not long ago (remember?), digitalization was something for nerds and unpaid interns. These days, even facility managers are talking over lunch about using AI to analyze floor plans. Progress, right?<\/p>\n<p>And yet, when it comes to the data companies juggle every day, the pain points sound suspiciously old-fashioned: too much data, too many formats, too many systems\u2014and no time. ERP here, Excel there, a DMS from a decade ago, a bit of technical building equipment, maybe some IoT, and somewhere in the mix a CDE platform no one knows how to use. But hey, at least it\u2019s \u201cdigital.\u201d<\/p>\n<h2><strong>Same dashboard, different day<\/strong><\/h2>\n<p>To stay on top of the data circus, companies are pouring millions into business intelligence systems\u2014tools that promise to turn chaos into insights. But just try making a quick connection between data points. Say: \u201cWhat were the utility costs last year for all sites needing renovation?\u201d Suddenly, you\u2019re waiting for the next BI training or hoping your colleague Tom isn\u2019t too busy to help.<\/p>\n<p>The promise was supposed to be different: less Excel hell, more meaningful insights. Instead? License fees, integration headaches, outdated data. And worst of all? Many systems are so rigid they react to change like a picky cat confronted with new organic litter.<\/p>\n<h2><strong>The great cloud temptation<\/strong><\/h2>\n<p>No wonder eyes are turning skyward\u2014to the cloud, now home to the buzzword of the decade: Artificial Intelligence. \u201cAI as a Service,\u201d \u201cPrompt Intelligence,\u201d \u201cEnterprise Copilots.\u201d It all sounds fancy\u2014until you start wondering: where does our data actually go when we talk to AI?<\/p>\n<p>Many AI systems run on servers in the US, China, or other places where data protection is more of a nuisance than a norm. Feeding sensitive company data into those systems often means losing control\u2014without even realizing it. And this isn\u2019t just about planning interns\u2019 vacation schedules\u2014we\u2019re talking trade secrets, contract terms, and construction budgets.<\/p>\n<h2><strong>Charly, the data gladiator<\/strong><\/h2>\n<p>AI can be incredibly useful\u2014but only if it understands what it\u2019s talking about and knows the context of your data. And we, the users, need to understand where that data is processed. Ideally, it stays with us. In-house. So what\u2019s the solution?<\/p>\n<p>You build an AI that doesn\u2019t dump everything into the cloud. One that runs locally, respects data privacy, and still gets the job done. One that doesn\u2019t pose as a digital know-it-all but acts like a smart colleague: quick, discreet, and surprisingly helpful.<\/p>\n<p>That\u2019s Charly, the chatbot. He\u2019s the result of the Chat4BI research project, funded by the German state of Hesse and developed by speedikon FM AG and Innomatik AG. This AI runs completely locally. No data is transferred to third parties\u2014and definitely not to any cloud. You get access to exactly the data you need right now\u2014from blueprints and invoices to energy and IoT sensor data. And yes, Charly can also narrow it down to only the most up-to-date information.<\/p>\n<h2><strong>Context is king<\/strong><\/h2>\n<p>Unlike typical language models that sometimes make up facts (a politer way of saying that is that they \u201challucinate\u201d), Charly provides reliable answers\u2014with source references. Want to know why Charly says heating costs have risen over the past three months? You\u2019ll get the relevant reports delivered right alongside the answer.<\/p>\n<p>Charly also understands graphical data. Reading blueprints? No problem. Interpreting floor plans? Easy. Deciphering handwritten notes? Sure thing. Charly\u2019s like a chameleon that can spot the tiniest scribble from a kilometer away\u2014nothing gets past him.<\/p>\n<h2><strong>A new way to work with data<\/strong><\/h2>\n<p>Instead of forcing users to click through five different systems, information goes straight to where it\u2019s needed\u2014to the user. All it takes is a simple chat: \u201cShow me all heating costs from the past three months.\u201d Just like that, data becomes a resource, not a burden. And decisions? Finally based on solid information\u2014not \u201cPatrick from Tech\u2019s gut feeling\u201d (sorry Patricks, you\u2019re doing a great job!).<\/p>\n<h2><strong>Why this matters<\/strong><\/h2>\n<p>Because as a society, we need to learn how to use AI not naively, but responsibly. And we need solutions that reflect our European values: security, sovereignty, and individual rights.<\/p>\n<p>So, go ahead and ask yourself:<\/p>\n<p>Have you chatted with your data today? \u2026and was anyone else reading too?<\/p>\n<p>&nbsp;<\/p>\n<p><em>Picture:\u00a0speedikon FM AG<\/em><\/p>\n","protected":false},"excerpt":{"rendered":"<p>Not long ago (remember?), digitalization was something for nerds and unpaid interns. These days, even facility managers are talking over lunch about using AI to analyze floor plans. Progress, right? And yet, when it comes to the data companies juggle every day, the pain points sound suspiciously old-fashioned: too much data, too many formats, too [&hellip;]<\/p>\n","protected":false},"author":3,"featured_media":1533,"comment_status":"closed","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"ocean_post_layout":"","ocean_both_sidebars_style":"","ocean_both_sidebars_content_width":0,"ocean_both_sidebars_sidebars_width":0,"ocean_sidebar":"0","ocean_second_sidebar":"0","ocean_disable_margins":"enable","ocean_add_body_class":"","ocean_shortcode_before_top_bar":"","ocean_shortcode_after_top_bar":"","ocean_shortcode_before_header":"","ocean_shortcode_after_header":"","ocean_has_shortcode":"","ocean_shortcode_after_title":"","ocean_shortcode_before_footer_widgets":"","ocean_shortcode_after_footer_widgets":"","ocean_shortcode_before_footer_bottom":"","ocean_shortcode_after_footer_bottom":"","ocean_display_top_bar":"default","ocean_display_header":"default","ocean_header_style":"","ocean_center_header_left_menu":"0","ocean_custom_header_template":"0","ocean_custom_logo":0,"ocean_custom_retina_logo":0,"ocean_custom_logo_max_width":0,"ocean_custom_logo_tablet_max_width":0,"ocean_custom_logo_mobile_max_width":0,"ocean_custom_logo_max_height":0,"ocean_custom_logo_tablet_max_height":0,"ocean_custom_logo_mobile_max_height":0,"ocean_header_custom_menu":"0","ocean_menu_typo_font_family":"0","ocean_menu_typo_font_subset":"","ocean_menu_typo_font_size":0,"ocean_menu_typo_font_size_tablet":0,"ocean_menu_typo_font_size_mobile":0,"ocean_menu_typo_font_size_unit":"px","ocean_menu_typo_font_weight":"","ocean_menu_typo_font_weight_tablet":"","ocean_menu_typo_font_weight_mobile":"","ocean_menu_typo_transform":"","ocean_menu_typo_transform_tablet":"","ocean_menu_typo_transform_mobile":"","ocean_menu_typo_line_height":0,"ocean_menu_typo_line_height_tablet":0,"ocean_menu_typo_line_height_mobile":0,"ocean_menu_typo_line_height_unit":"","ocean_menu_typo_spacing":0,"ocean_menu_typo_spacing_tablet":0,"ocean_menu_typo_spacing_mobile":0,"ocean_menu_typo_spacing_unit":"","ocean_menu_link_color":"","ocean_menu_link_color_hover":"","ocean_menu_link_color_active":"","ocean_menu_link_background":"","ocean_menu_link_hover_background":"","ocean_menu_link_active_background":"","ocean_menu_social_links_bg":"","ocean_menu_social_hover_links_bg":"","ocean_menu_social_links_color":"","ocean_menu_social_hover_links_color":"","ocean_disable_title":"default","ocean_disable_heading":"default","ocean_post_title":"","ocean_post_subheading":"","ocean_post_title_style":"","ocean_post_title_background_color":"","ocean_post_title_background":0,"ocean_post_title_bg_image_position":"","ocean_post_title_bg_image_attachment":"","ocean_post_title_bg_image_repeat":"","ocean_post_title_bg_image_size":"","ocean_post_title_height":0,"ocean_post_title_bg_overlay":0.5,"ocean_post_title_bg_overlay_color":"","ocean_disable_breadcrumbs":"default","ocean_breadcrumbs_color":"","ocean_breadcrumbs_separator_color":"","ocean_breadcrumbs_links_color":"","ocean_breadcrumbs_links_hover_color":"","ocean_display_footer_widgets":"default","ocean_display_footer_bottom":"default","ocean_custom_footer_template":"0","osh_disable_topbar_sticky":"default","osh_disable_header_sticky":"default","osh_sticky_header_style":"default","osh_sticky_header_effect":"","osh_custom_sticky_logo":0,"osh_custom_retina_sticky_logo":0,"osh_custom_sticky_logo_height":0,"osh_background_color":"","osh_links_color":"","osh_links_hover_color":"","osh_links_active_color":"","osh_links_bg_color":"","osh_links_hover_bg_color":"","osh_links_active_bg_color":"","osh_menu_social_links_color":"","osh_menu_social_hover_links_color":"","ocean_post_oembed":"","ocean_post_self_hosted_media":"","ocean_post_video_embed":"","ocean_link_format":"","ocean_link_format_target":"self","ocean_quote_format":"","ocean_quote_format_link":"post","ocean_gallery_link_images":"on","ocean_gallery_id":[],"footnotes":""},"categories":[117],"tags":[],"class_list":["post-1537","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-ai-robotics","entry","has-media"],"yoast_head":"<!-- This site is optimized with the Yoast SEO plugin v27.4 - https:\/\/yoast.com\/product\/yoast-seo-wordpress\/ -->\n<title>Have You Chatted With Your Data Today? 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