{"id":683,"date":"2026-04-24T09:52:58","date_gmt":"2026-04-24T09:52:58","guid":{"rendered":"https:\/\/giroux.de\/?page_id=683"},"modified":"2026-04-27T08:58:12","modified_gmt":"2026-04-27T08:58:12","slug":"contents","status":"publish","type":"page","link":"https:\/\/giroux.de\/de\/contents\/","title":{"rendered":"Contents"},"content":{"rendered":"<div class=\"wp-block-group alignfull has-global-padding is-layout-constrained wp-block-group-is-layout-constrained\" style=\"margin-top:0;margin-bottom:0\"><\/div>\n\n\n\n<div class=\"wp-block-columns is-layout-flex wp-container-core-columns-is-layout-794e3cfa wp-block-columns-is-layout-flex\">\n<div class=\"wp-block-column is-layout-flow wp-block-column-is-layout-flow\">\n<figure class=\"wp-block-image alignright size-large is-resized\"><img loading=\"lazy\" decoding=\"async\" width=\"600\" height=\"1024\" src=\"https:\/\/giroux.de\/wp-content\/uploads\/2026\/04\/ich-form-12-1-600x1024.png\" alt=\"\" class=\"wp-image-609\" style=\"aspect-ratio:0.585937495304256;width:253px;height:auto\" srcset=\"https:\/\/giroux.de\/wp-content\/uploads\/2026\/04\/ich-form-12-1-600x1024.png 600w, https:\/\/giroux.de\/wp-content\/uploads\/2026\/04\/ich-form-12-1-176x300.png 176w, https:\/\/giroux.de\/wp-content\/uploads\/2026\/04\/ich-form-12-1-768x1311.png 768w, https:\/\/giroux.de\/wp-content\/uploads\/2026\/04\/ich-form-12-1.png 801w\" sizes=\"auto, (max-width: 600px) 100vw, 600px\" \/><\/figure>\n<\/div>\n\n\n\n<div class=\"wp-block-column is-vertically-aligned-top is-layout-flow wp-block-column-is-layout-flow\">\n<p class=\"has-text-align-left has-accent-5-color has-text-color has-link-color has-large-font-size wp-elements-258deda1dd32ff6e19693dc2585c988a wp-block-paragraph\" style=\"margin-top:var(--wp--preset--spacing--40);margin-bottom:var(--wp--preset--spacing--40)\"><strong>Inhalte<\/strong><\/p>\n\n\n\n<hr class=\"wp-block-separator has-alpha-channel-opacity\"\/>\n\n\n\n<p class=\"has-accent-5-color has-text-color has-link-color has-large-font-size wp-elements-81411115fccac8f56682764fcee02887 wp-block-paragraph\"><strong>\"Mitarbeitende klagen frustriert dar\u00fcber, dass sie ihre Zeit mit der Suche nach Informationen verlieren.\" <\/strong><\/p>\n\n\n\n<p class=\"wp-block-paragraph\"><br><em>&#8211; <em>Rob Ryan, 2024<\/em><\/em><\/p>\n<\/div>\n<\/div>\n\n\n\n<div class=\"wp-block-group alignfull has-global-padding is-layout-constrained wp-block-group-is-layout-constrained\" style=\"margin-top:0;margin-bottom:0\">\n<p class=\"wp-block-paragraph\">Zersplitterte Wissensbest\u00e4nde, eine undefinierte Informationsstrategie und der falsche Einsatz von Technologien wie KI \u2013 das sind heute nur einige der Stolpersteine, die eine effiziente Nutzung von Unternehmenswissen behindern.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">In den letzten Jahren konnte ich verschieden Platformen aufbauen, die auf Informationsmanagement fokussieren.<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li>Unternehmensweite Suchplattform<\/li>\n\n\n\n<li>Gesch\u00e4ftsanalytik\/ Business intelligence Plattform<\/li>\n\n\n\n<li>Chatbot Fabrk (Cognigy, N8N)<\/li>\n\n\n\n<li>Large language model basierte Informationsassistenten<\/li>\n<\/ul>\n\n\n\n<p class=\"wp-block-paragraph\">Ich beobachte den Markt nach aktuellen Entwicklungen und gleiche diese mit der Realit\u00e4t der Unternehmensdatenstrukturen ab \u2013 meine Einsch\u00e4tzungen teile ich in Fachbeitr\u00e4gen und Posts.<\/p>\n<\/div>\n\n\n\n<hr class=\"wp-block-separator alignfull has-text-color has-accent-5-color has-alpha-channel-opacity has-accent-5-background-color has-background\"\/>\n\n\n\n<p class=\"wp-block-paragraph\" style=\"margin-top:var(--wp--preset--spacing--30);margin-bottom:var(--wp--preset--spacing--30)\">Wenn Sie tiefergehende Einblicke in die Auswirkungen von Large Language Models auf das Management von Dokumenten oder BI-Daten gewinnen m\u00f6chten biete ich folgende Paper an: <\/p>\n\n\n\n<div class=\"wp-block-columns is-layout-flex wp-container-core-columns-is-layout-794e3cfa wp-block-columns-is-layout-flex\">\n<div class=\"wp-block-column is-layout-flow wp-block-column-is-layout-flow\">\n<p class=\"wp-block-paragraph\" style=\"margin-top:var(--wp--preset--spacing--30);margin-bottom:var(--wp--preset--spacing--30)\"><a href=\"https:\/\/zenodo.org\/records\/18672782\">Bridging the gap between GenAI hype and SCM reality<\/a><\/p>\n<\/div>\n\n\n\n<div class=\"wp-block-column is-layout-flow wp-block-column-is-layout-flow\" style=\"padding-top:var(--wp--preset--spacing--40);padding-bottom:var(--wp--preset--spacing--40)\">\n<details class=\"wp-block-details is-layout-flow wp-block-details-is-layout-flow\"><summary>Executive summary<\/summary>\n<p class=\"has-accent-5-color has-text-color has-link-color has-small-font-size wp-elements-a5380be1a979fdc153e624fefa756982 wp-block-paragraph translation-block\">Large Language Models und KI-Agenten haben eine Welle von Erwartungen an die <strong>Automatisierung der Lieferkette<\/strong> ausgel\u00f6st \u2013 doch der Weg von beeindruckenden Piloten zu echtem Mehrwert im Unternehmen wird oft durch \u201eData Gravity\" blockiert. W\u00e4hrend der Hype den kompletten Ersatz menschlicher Rollen verspricht, liegt der ROI eher in der disziplinierten Integration von Large Language Models (LLMs) in komplexe, strukturierte Datenumgebungen (ERP\/BI).<\/p>\n\n\n\n<p class=\"has-accent-5-color has-text-color has-link-color has-small-font-size wp-elements-082973c6b2ebf2268d61266829062654 wp-block-paragraph translation-block\">Dieses Paper schl\u00e4gt die Br\u00fccke <strong>zwischen Versprechen und Praxis<\/strong> und skizziert die entscheidenden S\u00e4ulen f\u00fcr SCM-Verantwortliche:<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li class=\"has-accent-5-color has-text-color has-link-color has-small-font-size wp-elements-efddfe3750b2b4e0470d5532083207cf translation-block\"><strong>Verl\u00e4ssliche Architekturen<\/strong>: Weg von reinen Chat-Interfaces, hin zu fundierten Systemen. Wir zeigen, wie sich LLMs in deterministischen Datenzugriffen (SQL\/APIs) und Retrieval-Augmented Generation (RAG) verankern lassen, um \u201eProzesswahrheit\" sicherzustellen.<\/li>\n\n\n\n<li class=\"has-accent-5-color has-text-color has-link-color has-small-font-size wp-elements-d77f236616bf5873881755eead6d1a59 translation-block\"><strong>Anwendungsf\u00e4lle und Best Practices f\u00fcr die Implementierung von KI-Agenten<\/strong>. Sie helfen dir, deine Initiativen in den strategischen Kontext deines Unternehmens einzubetten. So erreichst du nicht nur den Break-even deiner L\u00f6sungen, sondern kannst gezielt Priorit\u00e4ten bei Datenqualit\u00e4t und Integration setzen.\"<\/li>\n\n\n\n<li class=\"has-accent-5-color has-text-color has-link-color has-small-font-size wp-elements-f777a686efc250d208be5051176b85ce translation-block\"><strong>Die strategische Evolution (LPM):<\/strong> Wir stellen das Konzept der <strong>Large Process Models<\/strong> (LPMs) vor \u2013 ein aufkommendes Framework, das LLMs mit Process Mining und Knowledge Graphs kombiniert, um End-to-End-Supply-Chain-Intelligenz zu orchestrieren.<\/li>\n\n\n\n<li class=\"has-accent-5-color has-text-color has-link-color has-small-font-size wp-elements-485432244effd46ff1211bf349a883c0 translation-block\"><strong>Governance als Enabler<\/strong>: Ein Perspektivwechsel \u2013 weg von Governance als Einschr\u00e4nkung, hin zu einer Kontrollebene, die Nachvollziehbarkeit, Sicherheit und Human-in-the-Loop-Verantwortung sicherstellt.<\/li>\n<\/ul>\n\n\n\n<p class=\"has-accent-5-color has-text-color has-link-color has-small-font-size wp-elements-213ec14dc2d214af003a69e7047557df wp-block-paragraph translation-block\">Schon geringe prozentuale <strong>Verbesserungen bei Bestandsmanagement, Transport und Planungsgenauigkeit<\/strong> schlagen sich in finanziellen Effekten in Millionenh\u00f6he nieder. Dieses Dokument bietet einen praxisnahen <strong>Orientierungspunkt f\u00fcr IT-Strategien<\/strong> \u2013 und hilft Managern, den Schritt vom isolierten \u201eMVP-ing\" hin zu skalierbaren, agentischen SCM-L\u00f6sungen zu gehen.<\/p>\n<\/details>\n<\/div>\n<\/div>\n\n\n\n<hr class=\"wp-block-separator has-alpha-channel-opacity\"\/>\n\n\n\n<div class=\"wp-block-columns is-layout-flex wp-container-core-columns-is-layout-794e3cfa wp-block-columns-is-layout-flex\">\n<div class=\"wp-block-column is-layout-flow wp-block-column-is-layout-flow\">\n<p class=\"wp-block-paragraph\" style=\"margin-top:var(--wp--preset--spacing--30);margin-bottom:var(--wp--preset--spacing--30)\"><a href=\"https:\/\/zenodo.org\/records\/16793589\" data-type=\"link\" data-id=\"https:\/\/zenodo.org\/records\/16793589\">What enterprise search can teach us <\/a><\/p>\n<\/div>\n\n\n\n<div class=\"wp-block-column is-layout-flow wp-block-column-is-layout-flow\" style=\"padding-top:var(--wp--preset--spacing--30);padding-bottom:var(--wp--preset--spacing--30)\">\n<details class=\"wp-block-details is-layout-flow wp-container-core-details-is-layout-8c381d87 wp-block-details-is-layout-flow\"><summary>Executive summary<\/summary>\n<p class=\"has-accent-5-color has-text-color has-link-color has-small-font-size wp-elements-505f24a87a623326314eeb78bd9de032 wp-block-paragraph\">Um 2015 versuchten viele Organisationen, ihre schw\u00e4chelnden Intranet-Suchen zu reparieren, indem sie eine Google-\u00e4hnliche Suche draufschraubten. Die daraus entstandenen \u201eEnterprise-Search\"-Plattformen brachten durchaus Fortschritte \u2013 bessere Nutzeroberfl\u00e4chen, f\u00f6derierte Konnektoren, euphorische Pilotprojekte \u2013 blieben aber hinter den Erwartungen der Anwender zur\u00fcck und k\u00e4mpften oft mit der Wirtschaftlichkeit.<\/p>\n\n\n\n<p class=\"has-accent-5-color has-text-color has-link-color has-small-font-size wp-elements-25d7dbb862c6a773320c822ce13ab01e wp-block-paragraph\">Large Language Models (LLMs), erweitert um Retrieval-Augmented Generation (RAG), versprechen einen Neuanfang: konversationelle Antworten in jeder Sprache, intent-basiertes Ranking und Zusammenfassungen auf Abruf. Doch sie bringen auch neue Herausforderungen mit \u2013 Halluzinationen, intransparente Trainingsdaten, Compliance-Aufwand und zus\u00e4tzliche Kosten.<\/p>\n\n\n\n<p class=\"has-accent-5-color has-text-color has-link-color has-small-font-size wp-elements-0bd28feadd8cb8975e82d1978e8851f8 wp-block-paragraph\">Dieses Paper destilliert ein Jahrzehnt an Lessons Learned aus dem Search-Umfeld und \u00fcbertr\u00e4gt sie auf die rasant wachsende LLM-Landschaft. Das Fazit: RAG-L\u00f6sungen k\u00f6nnen den Zugang zu unstrukturiertem Wissen tats\u00e4chlich verbessern \u2013 vorausgesetzt, Organisationen starten klein, fokussieren sich auf nutzerzentrierte Use Cases, schaffen klare Verantwortlichkeiten f\u00fcr Datenqualit\u00e4t und behandeln LLMs als eine Ebene innerhalb einer disziplinierten Informationsmanagement-Strategie.<\/p>\n\n\n\n<p class=\"has-accent-5-color has-text-color has-link-color has-small-font-size wp-elements-0c973b23a454e6ea222c112b2bdd7f64 wp-block-paragraph\">Dieses Paper basiert auf dem Austausch mit verschiedenen global agierenden Gro\u00dfunternehmen aus dem Industriesektor, die sich damals mit Enterprise Search besch\u00e4ftigt haben.<\/p>\n<\/details>\n<\/div>\n<\/div>\n\n\n\n<hr class=\"wp-block-separator has-text-color has-accent-5-color has-alpha-channel-opacity has-accent-5-background-color has-background\"\/>\n\n\n\n<div class=\"wp-block-columns is-layout-flex wp-container-core-columns-is-layout-794e3cfa wp-block-columns-is-layout-flex\">\n<div class=\"wp-block-column is-layout-flow wp-block-column-is-layout-flow\">\n<p class=\"wp-block-paragraph\" style=\"margin-top:var(--wp--preset--spacing--20);margin-bottom:var(--wp--preset--spacing--20)\">Folge mir auf LinkedIn<\/p>\n<\/div>\n\n\n\n<div class=\"wp-block-column is-layout-flow wp-block-column-is-layout-flow\">\n<ul class=\"wp-block-social-links is-layout-flex wp-block-social-links-is-layout-flex\"><li class=\"wp-social-link wp-social-link-linkedin wp-block-social-link\"><a href=\"https:\/\/linkedin.com\/in\/frank-giroux-a49459106\" class=\"wp-block-social-link-anchor\"><svg width=\"24\" height=\"24\" viewbox=\"0 0 24 24\" version=\"1.1\" xmlns=\"http:\/\/www.w3.org\/2000\/svg\" aria-hidden=\"true\" focusable=\"false\"><path d=\"M19.7,3H4.3C3.582,3,3,3.582,3,4.3v15.4C3,20.418,3.582,21,4.3,21h15.4c0.718,0,1.3-0.582,1.3-1.3V4.3 C21,3.582,20.418,3,19.7,3z M8.339,18.338H5.667v-8.59h2.672V18.338z M7.004,8.574c-0.857,0-1.549-0.694-1.549-1.548 c0-0.855,0.691-1.548,1.549-1.548c0.854,0,1.547,0.694,1.547,1.548C8.551,7.881,7.858,8.574,7.004,8.574z M18.339,18.338h-2.669 v-4.177c0-0.996-0.017-2.278-1.387-2.278c-1.389,0-1.601,1.086-1.601,2.206v4.249h-2.667v-8.59h2.559v1.174h0.037 c0.356-0.675,1.227-1.387,2.526-1.387c2.703,0,3.203,1.779,3.203,4.092V18.338z\"><\/path><\/svg><span class=\"wp-block-social-link-label screen-reader-text\">LinkedIn<\/span><\/a><\/li><\/ul>\n<\/div>\n<\/div>\n\n\n\n<hr class=\"wp-block-separator alignfull has-text-color has-accent-5-color has-alpha-channel-opacity has-accent-5-background-color has-background\"\/>\n\n\n\n<div class=\"wp-block-columns is-layout-flex wp-container-core-columns-is-layout-794e3cfa wp-block-columns-is-layout-flex\">\n<div class=\"wp-block-column is-layout-flow wp-block-column-is-layout-flow\" style=\"flex-basis:33.33%\">\n<p class=\"has-accent-5-color has-text-color has-link-color wp-elements-c40d1be58eb9098736b26eab6fa0d5b8 wp-block-paragraph\" style=\"margin-top:var(--wp--preset--spacing--40);margin-bottom:var(--wp--preset--spacing--40)\">Buche einen Austausch<\/p>\n<\/div>\n\n\n\n<div class=\"wp-block-column is-layout-flow wp-block-column-is-layout-flow\" style=\"flex-basis:66.66%\">\t\t\t<link rel=\"stylesheet\" property=\"stylesheet\" href=\"https:\/\/giroux.de\/wp-content\/plugins\/happyforms\/bundles\/css\/frontend.css\" \/>\n\t\t\t\t<!-- HappyForms CSS variables -->\n\t<style>\n\t#happyforms-449 {\n\t\t--happyforms-part-title-font-size: 16px;\n--happyforms-part-description-font-size: 12px;\n--happyforms-part-value-font-size: 16px;\n--happyforms-submit-button-font-size: 16px;\n--happyforms-color-primary: #000000;\n--happyforms-color-success-notice: #ebf9f0;\n--happyforms-color-success-notice-text: #1eb452;\n--happyforms-color-error: #f23000;\n--happyforms-color-error-notice: #ffeeea;\n--happyforms-color-error-notice-text: #f23000;\n--happyforms-color-part-title: #000000;\n--happyforms-color-part-value: #000000;\n--happyforms-color-part-placeholder: #888888;\n--happyforms-color-part-description: #454545;\n--happyforms-color-part-border: #dbdbdb;\n--happyforms-color-part-border-focus: #7aa4ff;\n--happyforms-color-part-background: #ffffff;\n--happyforms-color-part-background-focus: #ffffff;\n--happyforms-color-submit-background: #000000;\n--happyforms-color-submit-background-hover: #000000;\n--happyforms-color-submit-border: ;\n--happyforms-color-submit-text: #ffffff;\n--happyforms-color-submit-text-hover: #ffffff;\n--happyforms-color-table-row-odd: #fcfcfc;\n--happyforms-color-table-row-even: #efefef;\n--happyforms-color-table-row-odd-text: #000000;\n--happyforms-color-table-row-even-text: #000000;\n--happyforms-color-dropdown-item-bg: #ffffff;\n--happyforms-color-dropdown-item-text: #000000;\n--happyforms-color-dropdown-item-bg-hover: #f4f4f5;\n--happyforms-color-dropdown-item-text-hover: #000000;\n--happyforms-color-divider-hr: #cccccc;\n--happyforms-color-choice-checkmark-bg: #ffffff;\n--happyforms-color-choice-checkmark-bg-focus: #000000;\n--happyforms-color-choice-checkmark-color: #ffffff;\n\t}\n\t<\/style>\n\t<!-- End of HappyForms CSS variables -->\n\t\t<!-- HappyForms Additional CSS -->\n\t<style data-happyforms-additional-css>\n\t\t<\/style>\n\t<!-- End of HappyForms Additional CSS -->\n\t\t\t<link rel=\"stylesheet\" type=\"text\/css\" href=\"https:\/\/giroux.de\/wp-content\/plugins\/happyforms\/core\/assets\/css\/no-interaction.css\">\n\t\t<div class=\"happyforms-form happyforms-styles\" id=\"happyforms-449\">\n\t\t\n\t<form action=\"\" id=\"happyforms-form-449\" method=\"post\" novalidate=\"true\" autocomplete=\"off\" data-trp-original-action=\"\">\n\t\t\t\t<input type=\"hidden\" name=\"happyforms_random_seed\" value=\"3759084701\" \/>\n\t\t\n\t\t\t<input type=\"hidden\" name=\"action\" value=\"happyforms_message\">\n\t\t\t\t<input type=\"hidden\" name=\"client_referer\" value=\"\">\n\t\t\t\t<input type=\"hidden\" name=\"current_post_id\" value=\"\">\n\t\t\t\t<input type=\"hidden\" name=\"happyforms_form_id\" value=\"449\" \/>\n\t\t\t\t<input type=\"hidden\" name=\"happyforms_step\" value=\"0\" \/>\n\t\n\t\t<div class=\"happyforms-flex\">\n\t\t\t\t<label for=\"449-multi_line_text\" class=\"screen-reader-text\">Lass dieses Feld leer<\/label>\n\t<input type=\"text\" id=\"449-multi_line_text\" name=\"449-multi_line_text\" style=\"display: none;\" tabindex=\"-1\" autocomplete=\"off\" aria-hidden=\"true\">\n\t\t\t\t\t\t\t\t\t\t<div class=\"happyforms-form__part happyforms-part happyforms-part--single_line_text happyforms-part--width-full happyforms-part--label-show\" id=\"happyforms-449_single_line_text_1-part\" data-happyforms-type=\"single_line_text\" data-happyforms-id=\"single_line_text_1\" data-happyforms-required=\"\">\n\t<div class=\"happyforms-part-wrap\">\n\t\t\n\t\t\t\t\t\t<div class=\"happyforms-part__label-container\">\n\t\t\t\t<label for=\"happyforms-449_single_line_text_1\" class=\"happyforms-part__label\">\n\t\t\t<span class=\"label\">Name<\/span>\n\t\t\t\t\t\t\t\t\t\t<span class=\"happyforms-required\"><\/span>\n\t\t\t\t\t\t\t\t\t\t<span class=\"happyforms-optional\">(optional)<\/span>\n\t\t\t\t\t<\/label>\n\t\t\t<\/div>\n\t\t\t\n\t\t\n\t\t<div class=\"happyforms-part__el\">\n\t\t\t\n\t\t\t\n\t\t\t<div class=\"happyforms-input\">\n\t\t\t\t\n\t\t\t\t<input id=\"happyforms-449_single_line_text_1\" type=\"text\" name=\"449_single_line_text_1\" value=\"\" placeholder=\"\" autocomplete=\"off\" spellcheck=\"false\"  autocorrect=\"off\" \/>\n\t\t\t\t\t\t\t<\/div>\n\n\t\t\t\n\t\t\t\n\t\t\t\t\t<\/div>\n\t<\/div>\n<\/div>\n<div class=\"happyforms-part--with-autocomplete happyforms-form__part happyforms-part happyforms-part--email happyforms-part--width-full happyforms-part--label-show\" id=\"happyforms-449_email_2-part\" data-happyforms-type=\"email\" data-happyforms-id=\"email_2\" data-happyforms-required=\"\">\n\t\t<div class=\"happyforms-part-wrap\">\n\t\t\t\t\t\t<div class=\"happyforms-part__label-container\">\n\t\t\t\t<label for=\"happyforms-449_email_2\" class=\"happyforms-part__label\">\n\t\t\t<span class=\"label\">E-Mail<\/span>\n\t\t\t\t\t\t\t\t\t\t<span class=\"happyforms-required\"><\/span>\n\t\t\t\t\t\t\t\t\t\t<span class=\"happyforms-optional\">(optional)<\/span>\n\t\t\t\t\t<\/label>\n\t\t\t<\/div>\n\t\t\t\n\t\t\n\t\t<div class=\"happyforms-part__el\">\n\t\t\t\n\t\t\t\n\t\t\t<div class=\"happyforms-input\">\n\t\t\t\t<input type=\"email\" name=\"449_email_2\" id=\"happyforms-449_email_2\" value=\"\" placeholder=\"\" autocomplete=\"off\" spellcheck=\"false\"  autocorrect=\"off\" \/>\n\t\t\t\t\t\t\t<\/div>\n\n\t\t\t\n\t\t\t\n\t\t\t\t\t<\/div>\n\t<\/div>\n<\/div>\n<div class=\"happyforms-form__part happyforms-part happyforms-part--single_line_text happyforms-part--width-full happyforms-part--label-show\" id=\"happyforms-449_single_line_text_3-part\" data-happyforms-type=\"single_line_text\" data-happyforms-id=\"single_line_text_3\" data-happyforms-required=\"\">\n\t<div class=\"happyforms-part-wrap\">\n\t\t\n\t\t\t\t\t\t<div class=\"happyforms-part__label-container\">\n\t\t\t\t<label for=\"happyforms-449_single_line_text_3\" class=\"happyforms-part__label\">\n\t\t\t<span class=\"label\">Anfrage<\/span>\n\t\t\t\t\t\t\t\t\t\t<span class=\"happyforms-required\"><\/span>\n\t\t\t\t\t\t\t\t\t\t<span class=\"happyforms-optional\">(optional)<\/span>\n\t\t\t\t\t<\/label>\n\t\t\t<\/div>\n\t\t\t\n\t\t\n\t\t<div class=\"happyforms-part__el\">\n\t\t\t\n\t\t\t\n\t\t\t<div class=\"happyforms-input\">\n\t\t\t\t\n\t\t\t\t<input id=\"happyforms-449_single_line_text_3\" type=\"text\" name=\"449_single_line_text_3\" value=\"\" placeholder=\"\" autocomplete=\"off\" spellcheck=\"false\"  autocorrect=\"off\" \/>\n\t\t\t\t\t\t\t<\/div>\n\n\t\t\t\n\t\t\t\n\t\t\t\t\t<\/div>\n\t<\/div>\n<\/div>\n<div class=\"happyforms-part--choice display-type--block happyforms-form__part happyforms-part happyforms-part--radio happyforms-part--width-auto happyforms-part--label-show\" id=\"happyforms-449_radio_4-part\" data-happyforms-type=\"radio\" data-happyforms-id=\"radio_4\" data-happyforms-required=\"\">\n\t<div class=\"happyforms-part-wrap\">\n\t\t\t<div class=\"happyforms-part__label-container\">\n\t\t\t\t<label for=\"happyforms-449_radio_4\" class=\"happyforms-part__label\">\n\t\t\t<span class=\"label\">Haftungsausschluss<\/span>\n\t\t\t\t\t\t\t\t\t\t<span class=\"happyforms-required\"><\/span>\n\t\t\t\t\t\t\t\t\t\t<span class=\"happyforms-optional\">(optional)<\/span>\n\t\t\t\t\t<\/label>\n\t\t\t<\/div>\n\t\n\t\t\n\t\t\n\t\t<div class=\"happyforms-part__el\">\n\t\t\t\t\t\t\t\t\t\t<div class=\"happyforms-part__option happyforms-part-option\" id=\"radio_4_option_1774897491488\">\n\t\t\t\t<label class=\"option-label\">\n\t\t\t\t\t<input type=\"radio\" class=\"happyforms-visuallyhidden\" name=\"449_radio_4\" value=\"0\"  autocomplete=\"off\" spellcheck=\"false\" >\n\t\t\t\t\t<span class=\"checkmark\"><span class=\"happyforms-radio-circle\"><\/span><\/span>\n\t\t\t\t\t<span class=\"label-wrap\">\n\t\t\t\t\t\t<span class=\"label\">Ich stimme der Verarbeitung meiner personenbezogenen Daten zum Zwecke der Beantwortung meiner Anfrage zu. Ich habe die Datenschutzerkl\u00e4rung gelesen und akzeptiere diese und bin mir bewusst, dass ich meine Zustimmung jederzeit widerrufen kann.<\/span>\t\t\t\t\t<\/span>\n\t\t\t\t<\/label>\n\t\t\t\t\t\t\t<\/div>\n\t\t\t\n\t\t\t\n\t\t\t\t\t<\/div>\n\t<\/div>\n<\/div>\n\t\t\t\t\t\t<div class=\"happyforms-form__part happyforms-part happyforms-part--submit\">\n\t\t<button type=\"submit\" class=\"happyforms-submit happyforms-button--submit\">Senden<\/button>\n\t<\/div>\t\t<\/div>\n\n\t\t\t<input type=\"hidden\" name=\"trp-form-language\" value=\"de\"\/><\/form>\n\n\t<\/div>\n<\/div>\n<\/div>\n\n\n\n<hr class=\"wp-block-separator alignfull has-text-color has-accent-2-color has-alpha-channel-opacity has-accent-2-background-color has-background\"\/>\n\n\n\n<div class=\"wp-block-columns is-layout-flex wp-container-core-columns-is-layout-794e3cfa wp-block-columns-is-layout-flex\">\n<div class=\"wp-block-column is-layout-flow wp-block-column-is-layout-flow\">\n<figure class=\"wp-block-image size-full\"><img loading=\"lazy\" decoding=\"async\" width=\"50\" height=\"50\" src=\"https:\/\/giroux.de\/wp-content\/uploads\/2026\/03\/cropped-logo-e1774366698810.png\" alt=\"\" class=\"wp-image-106\"\/><\/figure>\n<\/div>\n\n\n\n<div class=\"wp-block-column is-layout-flow wp-block-column-is-layout-flow\">\n<p class=\"has-text-align-center has-accent-5-color has-text-color has-link-color has-medium-font-size wp-elements-849dab642386dc284a24fd4ce51dce1a wp-block-paragraph\">Frank Giroux<\/p>\n<\/div>\n\n\n\n<div class=\"wp-block-column is-layout-flow wp-block-column-is-layout-flow\">\n<p class=\"has-text-align-right has-accent-5-color has-text-color has-link-color has-small-font-size wp-elements-8973cc206adb16834761f1c3c38540b0 wp-block-paragraph\">Kontakt: Frank.giroux.ai@pm.me<\/p>\n<\/div>\n<\/div>\n\n\n<nav class=\"has-text-color has-accent-5-color has-small-font-size items-justified-center wp-block-navigation is-content-justification-center is-layout-flex wp-container-core-navigation-is-layout-b29d4327 wp-block-navigation-is-layout-flex\" aria-label=\"Men\u00fc 2\"><ul class=\"wp-block-navigation__container has-text-color has-accent-5-color has-small-font-size items-justified-center wp-block-navigation\"><li class=\"has-small-font-size wp-block-navigation-item wp-block-navigation-link\"><a class=\"wp-block-navigation-item__content\"  href=\"https:\/\/giroux.de\/de\/\"><span class=\"wp-block-navigation-item__label\">Home<\/span><\/a><\/li><li class=\"has-small-font-size wp-block-navigation-item wp-block-navigation-link\"><a class=\"wp-block-navigation-item__content\"  href=\"https:\/\/giroux.de\/de\/legalnotice\/\"><span class=\"wp-block-navigation-item__label\">Impressum<\/span><\/a><\/li><li class=\"has-small-font-size wp-block-navigation-item wp-block-navigation-link\"><a class=\"wp-block-navigation-item__content\"  href=\"https:\/\/giroux.de\/de\/datenschutzerklaerung\/\"><span class=\"wp-block-navigation-item__label\">Datenschutzrichtlinie<\/span><\/a><\/li><\/ul><\/nav>","protected":false},"excerpt":{"rendered":"<p>Research\/ Contents &#8220;Employees whisper in frustration about their days lost searching for information.&#8221; &#8211; Rob Ryan, 2024 Today, fragmented knowledge repositories, undefined information strategy and inappropriate use of technologies like AI figure beneath the many stumble-stones to efficient use of company information. Based on my professional experience in I am scouting the market for latest [&hellip;]<\/p>\n","protected":false},"author":1,"featured_media":0,"parent":0,"menu_order":0,"comment_status":"closed","ping_status":"closed","template":"","meta":{"footnotes":""},"class_list":["post-683","page","type-page","status-publish","hentry"],"_links":{"self":[{"href":"https:\/\/giroux.de\/de\/wp-json\/wp\/v2\/pages\/683","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/giroux.de\/de\/wp-json\/wp\/v2\/pages"}],"about":[{"href":"https:\/\/giroux.de\/de\/wp-json\/wp\/v2\/types\/page"}],"author":[{"embeddable":true,"href":"https:\/\/giroux.de\/de\/wp-json\/wp\/v2\/users\/1"}],"replies":[{"embeddable":true,"href":"https:\/\/giroux.de\/de\/wp-json\/wp\/v2\/comments?post=683"}],"version-history":[{"count":11,"href":"https:\/\/giroux.de\/de\/wp-json\/wp\/v2\/pages\/683\/revisions"}],"predecessor-version":[{"id":796,"href":"https:\/\/giroux.de\/de\/wp-json\/wp\/v2\/pages\/683\/revisions\/796"}],"wp:attachment":[{"href":"https:\/\/giroux.de\/de\/wp-json\/wp\/v2\/media?parent=683"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}