{"id":449,"date":"2025-02-14T14:09:00","date_gmt":"2025-02-14T14:09:00","guid":{"rendered":"https:\/\/www.9senses.ai\/?p=449"},"modified":"2026-06-22T12:37:40","modified_gmt":"2026-06-22T12:37:40","slug":"johannes","status":"publish","type":"post","link":"https:\/\/www.9senses.ai\/de\/johannes\/","title":{"rendered":"Johannes Kunz"},"content":{"rendered":"<style id=\"divi-off-canvas-hide-on-load\">\n[data-interaction-target=\"3mnin5omkr\"] { display: none !important; }\n[data-interaction-target=\"pkaoqlf07p\"] { display: none !important; }\n[data-interaction-target=\"xv5cwpbt6n\"] { display: none !important; }\n<\/style>\n<div class=\"et_pb_section_0 et_pb_section et_section_regular et_block_section preset--group--divi-section--divi-box-shadow--default preset--group--divi-section--divi-sizing--hsj9uxo--default\">\n<div class=\"et_pb_row_0 et_pb_row et_block_row preset--group--divi-row--divi-box-shadow--default preset--group--divi-row--divi-sizing--h1k452m--default\">\n<div class=\"et_pb_column_0 et_pb_column et_pb_column_4_4 et-last-child et_block_column et_pb_css_mix_blend_mode_passthrough preset--group--divi-column--divi-box-shadow--default preset--group--divi-column--divi-sizing--hsj9uxo--default\">\n<div class=\"et_pb_text_0 et_pb_text et_pb_bg_layout_light et_pb_module et_block_module preset--group--divi-text--divi-box-shadow--default preset--module--divi-text--a32148e6-9ef3-461c-922a-11c84bc82594\"><div class=\"et_pb_text_inner\"><h4>Meet our Team<\/h4>\n<\/div><\/div>\n\n<div class=\"et_pb_post_title_0 et_pb_post_title et_pb_bg_layout_light et_pb_module et_block_module preset--group--divi-post-title--divi-box-shadow--default preset--group--divi-post-title--divi-sizing--hsj9uxo--default preset--module--divi-post-title--default\"><div class=\"et_pb_title_container\"><h2 class=\"entry-title\">Johannes Kunz<\/h2><\/div><\/div>\n\n<div class=\"et_pb_code_0 et_pb_code et_pb_module preset--group--divi-code--divi-box-shadow--default\"><div class=\"et_pb_code_inner\"><\/div><\/div>\n<\/div>\n<\/div>\n\n<div class=\"et_pb_row_1 et_pb_row et_block_row preset--group--divi-row--divi-box-shadow--default preset--group--divi-row--divi-sizing--h1k452m--default\">\n<div class=\"et_pb_column_1 et_pb_column et_pb_column_2_5 et_block_column et_pb_css_mix_blend_mode_passthrough preset--group--divi-column--divi-box-shadow--default preset--group--divi-column--divi-sizing--hsj9uxo--default\">\n<div class=\"et_pb_post_title_1 et_pb_post_title et_pb_bg_layout_light et_pb_module et_block_module preset--group--divi-post-title--divi-box-shadow--default preset--group--divi-post-title--divi-sizing--hsj9uxo--default preset--module--divi-post-title--default\"><div class=\"et_pb_title_container\"><\/div><\/div>\n\n<div class=\"et_pb_text_1 et_pb_text et_pb_bg_layout_light et_pb_module et_block_module preset--group--divi-text--divi-box-shadow--default preset--module--divi-text--default\"><div class=\"et_pb_text_inner\"><p>Core Competences<\/p>\n<\/div><\/div>\n\n<ul class=\"et_pb_counters_0 et_pb_counters et-waypoint et_pb_bg_layout_dark et_animated et_pb_module et_block_module preset--group--divi-counters--divi-box-shadow--hxufpma--default\">\n<li class=\"et_pb_counter_0 et_pb_counter et_clickable preset--group--divi-counter--divi-box-shadow--hxufpma--default\"><span class=\"et_pb_counter_title\">AI Strategy<\/span><span class=\"et_pb_counter_container\"><span class=\"et_pb_counter_amount\" data-width=\"1000%\"><span class=\"et_pb_counter_amount_number\"><\/span><\/span><span class=\"et_pb_counter_amount overlay\" data-width=\"1000%\"><span class=\"et_pb_counter_amount_number\"><\/span><\/span><\/span><\/li>\n\n<li class=\"et_pb_counter_1 et_pb_counter preset--group--divi-counter--divi-box-shadow--hxufpma--default\"><span class=\"et_pb_counter_title\">Machine Learning<\/span><span class=\"et_pb_counter_container\"><span class=\"et_pb_counter_amount\" data-width=\"1000%\"><span class=\"et_pb_counter_amount_number\"><\/span><\/span><span class=\"et_pb_counter_amount overlay\" data-width=\"1000%\"><span class=\"et_pb_counter_amount_number\"><\/span><\/span><\/span><\/li>\n\n<li class=\"et_pb_counter_2 et_pb_counter preset--group--divi-counter--divi-box-shadow--hxufpma--default\"><span class=\"et_pb_counter_title\">Visual Data Processing<\/span><span class=\"et_pb_counter_container\"><span class=\"et_pb_counter_amount\" data-width=\"100%\"><span class=\"et_pb_counter_amount_number\"><\/span><\/span><span class=\"et_pb_counter_amount overlay\" data-width=\"100%\"><span class=\"et_pb_counter_amount_number\"><\/span><\/span><\/span><\/li>\n\n<li class=\"et_pb_counter_3 et_pb_counter preset--group--divi-counter--divi-box-shadow--hxufpma--default\"><span class=\"et_pb_counter_title\">Natural Language Processing<\/span><span class=\"et_pb_counter_container\"><span class=\"et_pb_counter_amount\" data-width=\"88%\"><span class=\"et_pb_counter_amount_number\"><\/span><\/span><span class=\"et_pb_counter_amount overlay\" data-width=\"88%\"><span class=\"et_pb_counter_amount_number\"><\/span><\/span><\/span><\/li>\n\n<li class=\"et_pb_counter_4 et_pb_counter preset--group--divi-counter--divi-box-shadow--hxufpma--default\"><span class=\"et_pb_counter_title\">AI Governance<\/span><span class=\"et_pb_counter_container\"><span class=\"et_pb_counter_amount\" data-width=\"100%\"><span class=\"et_pb_counter_amount_number\"><\/span><\/span><span class=\"et_pb_counter_amount overlay\" data-width=\"100%\"><span class=\"et_pb_counter_amount_number\"><\/span><\/span><\/span><\/li>\n<\/ul>\n\n<div class=\"et_pb_text_2 et_pb_text et_pb_bg_layout_light et_pb_module et_block_module preset--group--divi-text--divi-box-shadow--default preset--module--divi-text--default\"><div class=\"et_pb_text_inner\"><p>White Papers<\/p>\n<\/div><\/div>\n<\/div>\n\n<div class=\"et_pb_column_2 et_pb_column et_pb_column_3_5 et-last-child et_block_column et_pb_css_mix_blend_mode_passthrough preset--group--divi-column--divi-box-shadow--default preset--group--divi-column--divi-sizing--hsj9uxo--default\">\n<div class=\"et_pb_text_3 et_pb_text et_pb_bg_layout_light et_pb_module et_block_module preset--group--divi-text--divi-box-shadow--default preset--group--divi-text--divi-font-body--h1yjkjr--7p5s44libg preset--module--divi-text--7262e956-c376-4aa6-9642-c413f71527d0\"><div class=\"et_pb_text_inner\"><p>With 30 years of experience in management roles on C-Level and\u00a0 management consulting (as a partner in global firms and a freelancer), Johannes has the necessary background to fully understand your business. Additionally, information technology for him was always a key business enabler, so his work always included the questions: <strong>\"How can IT serve our business better?<\/strong>\" and: \"<strong>How does IT offer us new business opportunities?<\/strong>\"<\/p>\n<p>It is no surprise that he has been at the forefront of helping or creating IT driven businesses during those years, ranging from SaaS services to business models that were only possible with IT at the core. And it is equally no surprise that he was using elements of Artificial Intelligence way before the mainstream was getting involved.\u00a0<\/p>\n<p>Johannes loves technology, but not for technology's sake. The combination of business background and IT curiosity gives him the unique ability to help you answer the above two questions.<\/p>\n<p>But it doesn't stop there. Having been in startup situations regularly over the course of his career, he has never shied away from doing the hard work of actually creating solutions, from defining the architecture and developing and testing code himself in most common languages. He is also familiar with most key frameworks currently used in machine learning and with most large language models.<\/p>\n<p>Johannes holds Master's degrees in Business IT and Law from the University of Zurich, and a PhD in Economics from the University of St. Gallen. He has worked on four continents and is fluently trilingual.<\/p>\n<\/div><\/div>\n<\/div>\n<\/div>\n\n<div class=\"et_pb_row_2 et_pb_row et_pb_row_4col et_block_row et_block_row_4col preset--group--divi-row--divi-box-shadow--default preset--group--divi-row--divi-sizing--h1k452m--default\">\n<div class=\"et_pb_column_3 et_pb_column et_pb_column_1_4 et_block_column et_pb_css_mix_blend_mode_passthrough preset--group--divi-column--divi-box-shadow--default preset--group--divi-column--divi-sizing--hsj9uxo--default\">\n<div class=\"et_pb_module et_pb_button_module_wrapper et_pb_button_0_wrapper preset--group--divi-button--divi-box-shadow--default_wrapper preset--group--divi-button--divi-box-shadow--h1j7zeq--default_wrapper\"><a class=\"et_pb_button_0 et_pb_button et_pb_bg_layout_light et_pb_module et_block_module preset--group--divi-button--divi-box-shadow--default preset--group--divi-button--divi-box-shadow--h1j7zeq--default\" href=\"https:\/\/www.9senses.ai\/wp-content\/uploads\/2026\/02\/2025_Redundancy-Operations.pdf\" target=\"_blank\">Automation of Processing Equipment<\/a><\/div>\n<\/div>\n\n<div class=\"et_pb_column_4 et_pb_column et_pb_column_1_4 et_block_column et_pb_css_mix_blend_mode_passthrough preset--group--divi-column--divi-box-shadow--default preset--group--divi-column--divi-sizing--hsj9uxo--default\">\n<div class=\"et_pb_module et_pb_button_module_wrapper et_pb_button_1_wrapper preset--group--divi-button--divi-box-shadow--default_wrapper preset--group--divi-button--divi-box-shadow--h1j7zeq--default_wrapper\"><a class=\"et_pb_button_1 et_pb_button et_pb_bg_layout_light et_pb_module et_block_module preset--group--divi-button--divi-box-shadow--default preset--group--divi-button--divi-box-shadow--h1j7zeq--default\" href=\"\">AI Ethics and  Governance<\/a><\/div>\n<\/div>\n\n<div class=\"et_pb_column_5 et_pb_column et_pb_column_1_4 et_block_column et_pb_column_empty et_pb_css_mix_blend_mode_passthrough preset--group--divi-column--divi-box-shadow--default preset--group--divi-column--divi-sizing--hsj9uxo--default\"><\/div>\n\n<div class=\"et_pb_column_6 et_pb_column et_pb_column_1_4 et-last-child et_block_column et_pb_column_empty et_pb_css_mix_blend_mode_passthrough preset--group--divi-column--divi-box-shadow--default preset--group--divi-column--divi-sizing--hsj9uxo--default\"><\/div>\n<\/div>\n\n<div class=\"et_pb_row_3 et_pb_row et_block_row preset--group--divi-row--divi-box-shadow--default preset--group--divi-row--divi-sizing--h1k452m--default\">\n<div class=\"et_pb_column_7 et_pb_column et_pb_column_4_4 et-last-child et_block_column et_pb_css_mix_blend_mode_passthrough preset--group--divi-column--divi-box-shadow--default preset--group--divi-column--divi-sizing--hsj9uxo--default\">\n<div class=\"et_pb_text_4 et_pb_text et_pb_bg_layout_light et_pb_module et_block_module preset--group--divi-text--divi-box-shadow--default preset--module--divi-text--b7b51e3d-d9e5-4cec-a6c5-4722c2613c23\"><div class=\"et_pb_text_inner\"><h2>Sample Projects<\/h2>\n<\/div><\/div>\n<\/div>\n<\/div>\n\n<div class=\"et_pb_row_4 et_pb_row et_flex_row preset--group--divi-row--divi-box-shadow--default preset--group--divi-row--divi-sizing--h1k452m--default\">\n<div class=\"et_pb_column_8 et_pb_column et-last-child et_flex_column et_pb_css_mix_blend_mode_passthrough et_flex_column_24_24 et_flex_column_24_24_tablet et_flex_column_24_24_phone et_flex_column_24_24_tabletWide preset--group--divi-column--divi-box-shadow--default preset--group--divi-column--divi-sizing--hsj9uxo--default\">\n<div class=\"et_pb_row_5 et_pb_row et_pb_row_nested et_flex_row preset--group--divi-row--divi-box-shadow--default preset--group--divi-row--divi-sizing--h1k452m--default\">\n<div class=\"et_pb_column_9 et_pb_column et_flex_column et_pb_css_mix_blend_mode_passthrough et_flex_column_6_24 et_flex_column_12_24_tablet et_flex_column_24_24_phone et_flex_column_12_24_tabletWide preset--group--divi-column--divi-box-shadow--default preset--group--divi-column--divi-sizing--hsj9uxo--default\" data-interaction-trigger=\"63r6rwknlm\">\n<div class=\"et_pb_blurb_0 et_pb_blurb et_pb_bg_layout_light et_pb_blurb_position_top et_pb_module et_flex_module hovergroup preset--group--divi-blurb--divi-box-shadow--default preset--group--divi-blurb--divi-font-body--h19rs5u--7p5s44libg preset--group--divi-blurb--divi-sizing--hsj9uxo--default\"><div class=\"et_pb_blurb_content et_flex_module\"><div class=\"et_pb_main_blurb_image et_animated\"><span class=\"et_pb_image_wrap\"><span class=\"et-pb-icon\">\uf3e8<\/span><\/span><\/div><div class=\"et_pb_blurb_container\"><h3 class=\"et_pb_module_header\">Interaction Evaluation<\/h3><div class=\"et_pb_blurb_description\"><p style=\"text-align: justify;\">SaaS project platform: the objective was to evaluate dialogue quality using an AI model to ensure timely intervention and customer care.<\/p>\n<\/div><\/div><\/div><\/div>\n<\/div>\n\n<div class=\"et_pb_column_10 et_pb_column et_flex_column et_pb_css_mix_blend_mode_passthrough et_flex_column_6_24 et_flex_column_12_24_tablet et_flex_column_24_24_phone et_flex_column_12_24_tabletWide preset--group--divi-column--divi-box-shadow--default preset--group--divi-column--divi-sizing--hsj9uxo--default\" data-interaction-trigger=\"qc8pz5o4er\">\n<div class=\"et_pb_blurb_1 et_pb_blurb et_pb_bg_layout_light et_pb_blurb_position_top et_pb_module et_flex_module hovergroup preset--group--divi-blurb--divi-box-shadow--default preset--group--divi-blurb--divi-font-body--h19rs5u--7p5s44libg preset--group--divi-blurb--divi-sizing--hsj9uxo--default\"><div class=\"et_pb_blurb_content et_flex_module\"><div class=\"et_pb_main_blurb_image et_animated\"><span class=\"et_pb_image_wrap\"><span class=\"et-pb-icon\">\uf074<\/span><\/span><\/div><div class=\"et_pb_blurb_container\"><h3 class=\"et_pb_module_header\">Electrical Switch Monitor<\/h3><div class=\"et_pb_blurb_description\"><p style=\"text-align: justify;\">Public transportation: using AI-driven vision to monitor old-fashioned electrical relays and also to evaluate potential failures for predictive maintenance.<\/p>\n<\/div><\/div><\/div><\/div>\n<\/div>\n\n<div class=\"et_pb_column_11 et_pb_column et_flex_column et_pb_css_mix_blend_mode_passthrough et_flex_column_6_24 et_flex_column_12_24_tablet et_flex_column_24_24_phone et_flex_column_12_24_tabletWide preset--group--divi-column--divi-box-shadow--default preset--group--divi-column--divi-sizing--hsj9uxo--default\">\n<div class=\"et_pb_blurb_2 et_pb_blurb et_pb_bg_layout_light et_pb_blurb_position_top et_pb_module et_flex_module hovergroup preset--group--divi-blurb--divi-box-shadow--default preset--group--divi-blurb--divi-font-body--h19rs5u--7p5s44libg preset--group--divi-blurb--divi-sizing--hsj9uxo--default\"><div class=\"et_pb_blurb_content et_flex_module\"><div class=\"et_pb_main_blurb_image et_animated\"><span class=\"et_pb_image_wrap\"><span class=\"et-pb-icon\">\uf4d8<\/span><\/span><\/div><div class=\"et_pb_blurb_container\"><h3 class=\"et_pb_module_header\">Hydropower Plant Control<\/h3><div class=\"et_pb_blurb_description\"><p style=\"text-align: justify;\">Hydropower plants: create a control and monitoring solution for all plant operations, including predictive maintenance and intrusion mon&shy;itoring.<\/p>\n<\/div><\/div><\/div><\/div>\n<\/div>\n\n<div class=\"et_pb_column_12 et_pb_column et-last-child et_flex_column et_pb_css_mix_blend_mode_passthrough et_flex_column_6_24 et_flex_column_12_24_tablet et_flex_column_24_24_phone et_flex_column_12_24_tabletWide preset--group--divi-column--divi-box-shadow--default preset--group--divi-column--divi-sizing--hsj9uxo--default\">\n<div class=\"et_pb_blurb_3 et_pb_blurb et_pb_bg_layout_light et_pb_blurb_position_top et_pb_module et_flex_module hovergroup preset--group--divi-blurb--divi-box-shadow--default preset--group--divi-blurb--divi-font-body--h19rs5u--7p5s44libg preset--group--divi-blurb--divi-sizing--hsj9uxo--default\"><div class=\"et_pb_blurb_content et_flex_module\"><div class=\"et_pb_main_blurb_image et_animated\"><span class=\"et_pb_image_wrap\"><span class=\"et-pb-icon\">\uf51e<\/span><\/span><\/div><div class=\"et_pb_blurb_container\"><h3 class=\"et_pb_module_header\">IT Operations Automation<\/h3><div class=\"et_pb_blurb_description\"><p style=\"text-align: justify;\">Financial Services: develop strategy and business cases to introduce automation and AI into the IT operations environment.<\/p>\n<\/div><\/div><\/div><\/div>\n<\/div>\n<\/div>\n<\/div>\n<\/div>\n<\/div>\n\n<div class=\"et_pb_section_1 et_pb_section et_section_regular et_flex_section et-interaction-target-3mnin5omkr preset--group--divi-section--divi-box-shadow--default preset--group--divi-section--divi-sizing--hsj9uxo--default\" data-interaction-trigger=\"gtpjxs3x4m\" data-interaction-target=\"3mnin5omkr\">\n<div class=\"et_pb_row_6 et_pb_row et_flex_row preset--group--divi-row--divi-box-shadow--default preset--group--divi-row--divi-sizing--h1k452m--default\">\n<div class=\"et_pb_column_13 et_pb_column et-last-child et_flex_column et_pb_css_mix_blend_mode_passthrough et_flex_column_24_24 et_flex_column_24_24_tablet et_flex_column_24_24_phone et_flex_column_24_24_tabletWide preset--group--divi-column--divi-box-shadow--default preset--group--divi-column--divi-sizing--hsj9uxo--default\">\n<div class=\"et_pb_icon_0 et_pb_icon et_pb_module et_flex_module preset--group--divi-icon--divi-box-shadow--default\"><span class=\"et_pb_icon_wrap\"><span class=\"et-pb-icon\">\uf057<\/span><\/span><\/div>\n\n<div class=\"et_pb_heading_0 et_pb_heading et_pb_module et_flex_module preset--group--divi-heading--divi-box-shadow--default\"><div class=\"et_pb_heading_container\"><h1 class=\"et_pb_module_header\">Customer Interaction Evaluation<\/h1><\/div><\/div>\n\n<div class=\"et_pb_text_5 et_pb_text et_pb_bg_layout_light et_pb_module et_flex_module preset--group--divi-text--divi-box-shadow--default preset--module--divi-text--default\"><div class=\"et_pb_text_inner\"><p>For a project management SaaS solution where customers were matched with freelancers, a custom AI solution was established with the purpose to improve experiences for all parties. Key purposes were to create an early warning system to help customer service intervene in case of issues:<\/p>\n<ul>\n<li>Identification of unusual patterns (delays indicating inaction, intense exchanges);<\/li>\n<li>Flagging of language transgressions on both sides (use of inappropriate language, aggression);<\/li>\n<li>Matching of final ratings with evaluation of flow and dialogue quality to foster a more honest rating culture;<\/li>\n<li>Language style matching to improve future matching of freelancers to clients;<\/li>\n<\/ul>\n<p>The solution was implemented using Python on a LAMP stack, with self-developed machine learning libraries.\u00a0<\/p>\n<\/div><\/div>\n<\/div>\n<\/div>\n<\/div>\n\n<div class=\"et_pb_section_2 et_pb_section et_section_regular et_flex_section et-interaction-target-pkaoqlf07p preset--group--divi-section--divi-box-shadow--default preset--group--divi-section--divi-sizing--hsj9uxo--default\" data-interaction-trigger=\"yqt7qtw98d\" data-interaction-target=\"pkaoqlf07p\">\n<div class=\"et_pb_row_7 et_pb_row et_flex_row preset--group--divi-row--divi-box-shadow--default preset--group--divi-row--divi-sizing--h1k452m--default\">\n<div class=\"et_pb_column_14 et_pb_column et-last-child et_flex_column et_pb_css_mix_blend_mode_passthrough et_flex_column_24_24 et_flex_column_24_24_tablet et_flex_column_24_24_phone et_flex_column_24_24_tabletWide preset--group--divi-column--divi-box-shadow--default preset--group--divi-column--divi-sizing--hsj9uxo--default\">\n<div class=\"et_pb_icon_1 et_pb_icon et_pb_module et_flex_module preset--group--divi-icon--divi-box-shadow--default\"><span class=\"et_pb_icon_wrap\"><span class=\"et-pb-icon\">\uf057<\/span><\/span><\/div>\n\n<div class=\"et_pb_heading_1 et_pb_heading et_pb_module et_flex_module preset--group--divi-heading--divi-box-shadow--default\"><div class=\"et_pb_heading_container\"><h1 class=\"et_pb_module_header\">Electrical Switch Monitoring<\/h1><\/div><\/div>\n\n<div class=\"et_pb_text_6 et_pb_text et_pb_bg_layout_light et_pb_module et_flex_module preset--group--divi-text--divi-box-shadow--default preset--module--divi-text--default\"><div class=\"et_pb_text_inner\"><p>For a public transportation network, the objective was to optimize the monitoring of their legacy electrical switchboards. These decade-old items that are often located in very remote areas are prone to failures and tracking of errors was not possible. The objective was to enable real-time tracking and the recognition of upcoming failures from changed switching behavior. The key elements were:<\/p>\n<ul>\n<li>Development of specific hardware configuration with custom housings (3D printed) to mount instead of regular switchboard covers;<\/li>\n<li>Camera control and initial image generation on Raspberry Pi integrated in housing;<\/li>\n<li>Initial scan of switch layout and labels;<\/li>\n<li>Identification of switching operations and registration of new positions;<\/li>\n<li>Identification of irregular switching patterns (delays, other irregularities) to indicate upcoming failures for predictive maintenance;<\/li>\n<li>Update of central database and cloud solution with last state and observed switching patterns;<\/li>\n<\/ul>\n<p>The solution was implemented using Python on Raspberry Pi devices, backbone and cloud processing were done using a LAMP stack, using PyTorch, TensorFlow and OpenCV.<\/p>\n<\/div><\/div>\n<\/div>\n<\/div>\n<\/div>\n\n<div class=\"et_pb_section_3 et_pb_section et_section_regular et_flex_section et-interaction-target-xv5cwpbt6n preset--group--divi-section--divi-box-shadow--default preset--group--divi-section--divi-sizing--hsj9uxo--default\" data-interaction-trigger=\"1onai02k5d\" data-interaction-target=\"xv5cwpbt6n\">\n<div class=\"et_pb_row_8 et_pb_row et_flex_row preset--group--divi-row--divi-box-shadow--default preset--group--divi-row--divi-sizing--h1k452m--default\">\n<div class=\"et_pb_column_15 et_pb_column et-last-child et_flex_column et_pb_css_mix_blend_mode_passthrough et_flex_column_24_24 et_flex_column_24_24_tablet et_flex_column_24_24_phone et_flex_column_24_24_tabletWide preset--group--divi-column--divi-box-shadow--default preset--group--divi-column--divi-sizing--hsj9uxo--default\">\n<div class=\"et_pb_icon_2 et_pb_icon et_pb_module et_flex_module preset--group--divi-icon--divi-box-shadow--default\"><span class=\"et_pb_icon_wrap\"><span class=\"et-pb-icon\">\uf057<\/span><\/span><\/div>\n\n<div class=\"et_pb_heading_2 et_pb_heading et_pb_module et_flex_module preset--group--divi-heading--divi-box-shadow--default\"><div class=\"et_pb_heading_container\"><h1 class=\"et_pb_module_header\">Chatbot for Legal Environments<\/h1><\/div><\/div>\n\n<div class=\"et_pb_text_7 et_pb_text et_pb_bg_layout_light et_pb_module et_flex_module preset--group--divi-text--divi-box-shadow--default preset--module--divi-text--default\"><div class=\"et_pb_text_inner\"><p>An AI-supported RAG-Chatbot developed for legal and administrative workflows. Designed to support caseworkers in navigating complex regulations - currently focused on German Social Welfare - the system provides fast, contextual access to relevant legal information and assists in decision-making for applications and case management. The modular architecture allows seamless expansion into additional legal domains and regulatory frameworks.<\/p>\n<\/div><\/div>\n<\/div>\n<\/div>\n<\/div><div class=\"et_pb_section_4 et_pb_section et_pb_section--fixed et_section_regular et_flex_section et-interaction-target-j4q7ilznj7 et_pb_toc_list_excluded preset--group--divi-section--divi-box-shadow--default preset--group--divi-section--divi-sizing--hsj9uxo--default\" data-interaction-target=\"j4q7ilznj7\" id=\"eliza_popup\"><div class=\"et_pb_row_9 et_pb_row et_flex_row preset--group--divi-row--divi-box-shadow--default preset--group--divi-row--divi-sizing--h1k452m--default\"><div class=\"et_pb_column_16 et_pb_column et_flex_column et_pb_css_mix_blend_mode_passthrough et_flex_column_16_24 et_flex_column_16_24_tablet et_flex_column_24_24_phone et_flex_column_16_24_tabletWide preset--group--divi-column--divi-box-shadow--default preset--group--divi-column--divi-sizing--hsj9uxo--default\"><div class=\"et_pb_heading_3 et_pb_heading et_pb_module et_flex_module preset--group--divi-heading--divi-box-shadow--default\"><div class=\"et_pb_heading_container\"><h1 class=\"et_pb_module_header\">Talk to Eliza<\/h1><\/div><\/div><div class=\"et_pb_text_8 et_pb_text et_pb_bg_layout_light et_pb_module et_flex_module preset--group--divi-text--divi-box-shadow--default preset--module--divi-text--default\"><div class=\"et_pb_text_inner\"><p>This is a faithful representation of the 1966 Eliza version created by Joseph Weizenbaum. It was reproduced by <a href=\"https:\/\/github.com\/anthay\/ELIZA\" target=\"_blank\" rel=\"noopener\" title=\"Source Code\">Anthony Hay in C++<\/a> based on the original 1965 code and updated by behavior transcripts of the final version.<\/p>\n<\/div><\/div><div class=\"et_pb_code_1 et_pb_code et_pb_module preset--group--divi-code--divi-box-shadow--default\"><div class=\"et_pb_code_inner\"><div class=\"eliza1966-lazy\" data-eliza1966-src=\"https:\/\/www.9senses.ai\/de\/?eliza1966_fragment=1&theme=green&punctuation=modern&layout=1966\"><div class=\"eliza1966-lazy-loading\">Loading ELIZA\u2026<\/div><\/div><\/div><\/div><\/div><div class=\"et_pb_column_17 et_pb_column et-last-child et_flex_column et_pb_css_mix_blend_mode_passthrough et_flex_column_8_24 et_flex_column_8_24_tablet et_flex_column_24_24_phone et_flex_column_8_24_tabletWide preset--group--divi-column--divi-box-shadow--default preset--group--divi-column--divi-sizing--hsj9uxo--default\"><div class=\"et_pb_text_9 et_pb_text et_pb_bg_layout_light et_pb_module et_flex_module preset--group--divi-text--divi-box-shadow--default preset--module--divi-text--default\"><div class=\"et_pb_text_inner\"><p>Note: The paper version emulates Joseph Weizenbaum's original 1966 ELIZA as it ran on the CTSS time-sharing system (IBM 7094) at MIT, accessed via an IBM Selectric-based hardcopy terminal. On CTSS the question mark served as the line-delete (line-kill) control character, so it could not appear in typed input \u2014 and the DOCTOR script accordingly produced no question marks. They are therefore suppressed here, on both sides of the conversation. The green \"terminal\" version enables question marks instead; it represents a glowing CRT display of a kind that did not exist for ELIZA in 1966 and evokes a later era of computing.<\/p>\n<\/div><\/div><div class=\"et_pb_icon_3 et_pb_icon et_pb_module et_flex_module preset--group--divi-icon--divi-box-shadow--default\" data-interaction-trigger=\"h67t95bz93\"><span class=\"et_pb_icon_wrap\"><span class=\"et-pb-icon\">M<\/span><\/span><\/div><\/div><\/div><\/div><div class=\"et_pb_section_5 et_pb_section et_pb_section--fixed et_section_regular et_flex_section et-interaction-target-9rih6tog66 et_pb_toc_list_excluded preset--group--divi-section--divi-box-shadow--default preset--group--divi-section--divi-sizing--hsj9uxo--default\" data-interaction-target=\"9rih6tog66\" id=\"deepblue_popup\"><div class=\"et_pb_row_10 et_pb_row et_flex_row preset--group--divi-row--divi-box-shadow--default preset--group--divi-row--divi-sizing--h1k452m--default\"><div class=\"et_pb_column_18 et_pb_column et-last-child et_flex_column et_pb_css_mix_blend_mode_passthrough et_flex_column_24_24 et_flex_column_24_24_tablet et_flex_column_24_24_phone et_flex_column_24_24_tabletWide preset--group--divi-column--divi-box-shadow--default preset--group--divi-column--divi-sizing--hsj9uxo--default\"><div class=\"et_pb_heading_4 et_pb_heading et_pb_module et_flex_module preset--group--divi-heading--divi-box-shadow--default\"><div class=\"et_pb_heading_container\"><h1 class=\"et_pb_module_header\">Play Chess like 1997 (Deep Blue Style)<\/h1><\/div><\/div><div class=\"et_pb_text_10 et_pb_text et_pb_bg_layout_light et_pb_module et_flex_module preset--group--divi-text--divi-box-shadow--default preset--module--divi-text--default\"><div class=\"et_pb_text_inner\"><p>Here's our simulation of Deep Blue. You can play against Stockfish (able to run on a laptop today with similar strength compared to Deep Blue). <strong>Bonus<\/strong>: you can replay the legendary 1997 rematch where Deep Blue won against Garry Kasparov.<\/p>\n<\/div><\/div><div class=\"et_pb_code_2 et_pb_code et_pb_module preset--group--divi-code--divi-box-shadow--default\"><div class=\"et_pb_code_inner\"><div class=\"dbc-lazy-fragment\" id=\"dbc_lazy_pbsaSX\" data-dbc-fragment-src=\"https:\/\/www.9senses.ai\/de\/?dbc_fragment=1&skill=20&movetime=2000&play_as=white&strength=max&mode=play\"><div class=\"dbc-lazy-loading\">Loading Deep Blue\u2026<\/div><\/div><\/div><\/div><div class=\"et_pb_icon_4 et_pb_icon et-interaction-target-ynpv13xer1 et_pb_module et_flex_module preset--group--divi-icon--divi-box-shadow--default\" data-interaction-trigger=\"9x1hz2zbe6\" data-interaction-target=\"ynpv13xer1\"><span class=\"et_pb_icon_wrap\"><span class=\"et-pb-icon\">M<\/span><\/span><\/div><\/div><\/div><\/div>","protected":false},"excerpt":{"rendered":"<p>Mit mehr als 20 Jahren Erfahrung im Bereich der k\u00fcnstlichen Intelligenz, die von strategischen Fragen bis hin zum Software- und Hardware-Design reicht, bringt Johannes mehr mit als die meisten Experten. Er hat die gesamte Entwicklung von KI in den letzten Jahrzehnten mitverfolgt und wei\u00df, was m\u00f6glich ist, aber auch, was nicht. <\/p>","protected":false},"author":1,"featured_media":454,"comment_status":"closed","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"_acf_changed":false,"footnotes":""},"categories":[13,11,16,12,18],"tags":[21,22],"class_list":["post-449","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-machine-learning","category-ai-strategy","category-predictive-maintenance","category-use-case-development","category-vision-processing","tag-ai-strategy","tag-machine-learning"],"acf":[],"_links":{"self":[{"href":"https:\/\/www.9senses.ai\/de\/wp-json\/wp\/v2\/posts\/449","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/www.9senses.ai\/de\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/www.9senses.ai\/de\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/www.9senses.ai\/de\/wp-json\/wp\/v2\/users\/1"}],"replies":[{"embeddable":true,"href":"https:\/\/www.9senses.ai\/de\/wp-json\/wp\/v2\/comments?post=449"}],"version-history":[{"count":5,"href":"https:\/\/www.9senses.ai\/de\/wp-json\/wp\/v2\/posts\/449\/revisions"}],"predecessor-version":[{"id":225926,"href":"https:\/\/www.9senses.ai\/de\/wp-json\/wp\/v2\/posts\/449\/revisions\/225926"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/www.9senses.ai\/de\/wp-json\/wp\/v2\/media\/454"}],"wp:attachment":[{"href":"https:\/\/www.9senses.ai\/de\/wp-json\/wp\/v2\/media?parent=449"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/www.9senses.ai\/de\/wp-json\/wp\/v2\/categories?post=449"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/www.9senses.ai\/de\/wp-json\/wp\/v2\/tags?post=449"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}