{"id":2614,"date":"2026-09-28T16:19:42","date_gmt":"2026-09-28T15:19:42","guid":{"rendered":"https:\/\/wolfjansen.com\/the-audit-trail-for-ai-agents-is-becoming-a-job-requirement\/"},"modified":"2026-09-28T16:19:42","modified_gmt":"2026-09-28T15:19:42","slug":"der-prufpfad-fur-ki-agenten-wird-zunehmend-zu-einer-stellenanforderung","status":"publish","type":"post","link":"https:\/\/wolfjansen.com\/de\/der-prufpfad-fur-ki-agenten-wird-zunehmend-zu-einer-stellenanforderung\/","title":{"rendered":"Der Pr\u00fcfpfad f\u00fcr KI-Agenten wird zunehmend zu einer Einstellungsvoraussetzung"},"content":{"rendered":"<p>SAP und NVIDIA haben \u201eOpenShell\u201c angek\u00fcndigt, eine gemeinsame Initiative zur Entwicklung von Governance- und Sicherheitsrahmenwerken f\u00fcr KI-Agenten, die in Unternehmenssystemen eingesetzt werden. Das technische Ziel ist die Nachvollziehbarkeit: Es soll m\u00f6glich sein, nachzuvollziehen, welche Entscheidungen ein KI-Agent getroffen hat, auf welche Daten er zugegriffen hat und wie er zu einer Schlussfolgerung gelangt ist. Das gesch\u00e4ftliche Ziel ist Vertrauen. Ohne diese Nachverfolgbarkeit bleiben KI-Agenten auf Sandboxen beschr\u00e4nkt. Mit ihr k\u00f6nnen sie beginnen, wichtige Transaktionen abzuwickeln.<\/p>\n<p>Wir haben den Markt f\u00fcr Fachkr\u00e4fte in den Bereichen Basis und Sicherheit im vergangenen Jahr genau beobachtet, und das Muster ist durchg\u00e4ngig. Unternehmen suchen mittlerweile nach Fachkr\u00e4ften, die von Anfang an Protokollierung, Herkunftsnachweis und Erkl\u00e4rbarkeit in KI-Workflows integrieren k\u00f6nnen. Die meisten der von uns betreuten Stellenangebote f\u00fcr leitende technische Positionen enthalten diese Anforderungen, w\u00e4hrend dies vor achtzehn Monaten noch bei fast keinem der Fall war.<\/p>\n<p>Die Partnerschaft mit NVIDIA ist von Bedeutung, weil sie R\u00fcckverfolgbarkeit auf GPU-Ebene in die Unternehmens-Governance einbringt. KI-Modelle, die auf NVIDIA-Hardware laufen, m\u00fcssen Audit-Protokolle an die Kontrollschicht von SAP zur\u00fcckmelden. F\u00fcr Integrationsarbeiten auf dieser Ebene wird jemand ben\u00f6tigt, der sowohl das SAP-Berechtigungsframework als auch den darunterliegenden Inferenz-Stack versteht. Anfang dieses Jahres haben wir in Frankfurt einen Berater vermittelt, dessen Hintergrund SAP-Sicherheit mit MLOps verband, und der Kunde entschied sich bei diesem Kandidaten schneller als bei jedem anderen in der Suche.<\/p>\n<p>F\u00fcr Fachkr\u00e4fte, die ihre Karriere im Bereich der SAP-Infrastruktur aufbauen, haben sich die Einstellungskriterien verschoben. Interviewer fragen nun, wie Governance auf autonome Systeme angewendet wird, und erwarten von den Bewerbern, dass sie einen konkreten Ansatz darlegen. Diejenigen, die ein Szenario durchgehen und dabei erkl\u00e4ren k\u00f6nnen, welche Protokolle die Entscheidungen der Agenten erfassen und wie diese Protokolle die Audit-Anforderungen erf\u00fcllen, sind es, die es bis in die Endrunde schaffen.<\/p>\n<p><em>Angeregt durch Berichte von <a href=\"https:\/\/news.sap.com\/2026\/09\/sap-nvidia-openshell-auditable-ai-agents-enterprise-systems\/\" target=\"_blank\" rel=\"noopener noreferrer\">SAP-Nachrichtenzentrum<\/a>.<\/em><\/p>","protected":false},"excerpt":{"rendered":"<p>SAP und NVIDIA entwickeln eine Governance-Ebene f\u00fcr agentenbasierte KI in Unternehmenssystemen. F\u00fcr SAP-Mitarbeiter ergibt sich daraus eine neue Herausforderung: K\u00f6nnen Sie einem Pr\u00fcfer, der nicht im Raum war, erkl\u00e4ren, was ein KI-Agent getan hat und warum?<\/p>","protected":false},"author":4,"featured_media":0,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"footnotes":""},"categories":[26,29],"tags":[],"class_list":["post-2614","post","type-post","status-publish","format-standard","hentry","category-latest-news","category-sap"],"yoast_head":"<!-- This site is optimized with the Yoast SEO plugin v28.5 - https:\/\/yoast.com\/product\/yoast-seo-wordpress\/ -->\n<title>The audit trail for AI agents is becoming a job requirement - Wolf Jansen<\/title>\n<meta name=\"robots\" content=\"index, follow, max-snippet:-1, max-image-preview:large, max-video-preview:-1\" \/>\n<link rel=\"canonical\" href=\"https:\/\/wolfjansen.com\/de\/der-prufpfad-fur-ki-agenten-wird-zunehmend-zu-einer-stellenanforderung\/\" \/>\n<meta property=\"og:locale\" content=\"de_DE\" \/>\n<meta property=\"og:type\" content=\"article\" \/>\n<meta property=\"og:title\" content=\"The audit trail for AI agents is becoming a job requirement - Wolf Jansen\" \/>\n<meta property=\"og:description\" content=\"SAP and NVIDIA are building a governance layer for agentic AI in enterprise systems. For SAP talent, this creates a new filter: can you explain what an AI agent did, and why, to an auditor who was not in the room?\" \/>\n<meta property=\"og:url\" content=\"https:\/\/wolfjansen.com\/de\/der-prufpfad-fur-ki-agenten-wird-zunehmend-zu-einer-stellenanforderung\/\" \/>\n<meta property=\"og:site_name\" content=\"Wolf Jansen\" \/>\n<meta property=\"article:publisher\" content=\"https:\/\/www.facebook.com\/wolfjansen1\/\" \/>\n<meta property=\"article:published_time\" content=\"2026-09-28T15:19:42+00:00\" \/>\n<meta name=\"author\" content=\"danswills@gmail.com\" \/>\n<meta name=\"twitter:card\" content=\"summary_large_image\" \/>\n<meta name=\"twitter:creator\" content=\"@wolfjansen1\" \/>\n<meta name=\"twitter:site\" content=\"@wolfjansen1\" \/>\n<meta name=\"twitter:label1\" content=\"Verfasst von\" \/>\n\t<meta name=\"twitter:data1\" content=\"danswills@gmail.com\" \/>\n\t<meta name=\"twitter:label2\" content=\"Gesch\u00e4tzte Lesezeit\" \/>\n\t<meta name=\"twitter:data2\" content=\"1\u00a0Minute\" \/>\n<!-- \/ Yoast SEO plugin. -->","yoast_head_json":{"title":"Der Pr\u00fcfpfad f\u00fcr KI-Agenten wird zunehmend zu einer Einstellungsvoraussetzung \u2013 Wolf Jansen","robots":{"index":"index","follow":"follow","max-snippet":"max-snippet:-1","max-image-preview":"max-image-preview:large","max-video-preview":"max-video-preview:-1"},"canonical":"https:\/\/wolfjansen.com\/de\/der-prufpfad-fur-ki-agenten-wird-zunehmend-zu-einer-stellenanforderung\/","og_locale":"de_DE","og_type":"article","og_title":"The audit trail for AI agents is becoming a job requirement - Wolf Jansen","og_description":"SAP and NVIDIA are building a governance layer for agentic AI in enterprise systems. For SAP talent, this creates a new filter: can you explain what an AI agent did, and why, to an auditor who was not in the room?","og_url":"https:\/\/wolfjansen.com\/de\/der-prufpfad-fur-ki-agenten-wird-zunehmend-zu-einer-stellenanforderung\/","og_site_name":"Wolf Jansen","article_publisher":"https:\/\/www.facebook.com\/wolfjansen1\/","article_published_time":"2026-09-28T15:19:42+00:00","author":"danswills@gmail.com","twitter_card":"summary_large_image","twitter_creator":"@wolfjansen1","twitter_site":"@wolfjansen1","twitter_misc":{"Verfasst von":"danswills@gmail.com","Gesch\u00e4tzte Lesezeit":"1\u00a0Minute"},"schema":{"@context":"https:\/\/schema.org","@graph":[{"@type":"Article","@id":"https:\/\/wolfjansen.com\/the-audit-trail-for-ai-agents-is-becoming-a-job-requirement\/#article","isPartOf":{"@id":"https:\/\/wolfjansen.com\/the-audit-trail-for-ai-agents-is-becoming-a-job-requirement\/"},"author":{"name":"danswills@gmail.com","@id":"https:\/\/wolfjansen.com\/#\/schema\/person\/cd8c16cfb9a88ee4a5918564a8a1244f"},"headline":"The audit trail for AI agents is becoming a job requirement","datePublished":"2026-09-28T15:19:42+00:00","mainEntityOfPage":{"@id":"https:\/\/wolfjansen.com\/the-audit-trail-for-ai-agents-is-becoming-a-job-requirement\/"},"wordCount":281,"commentCount":0,"publisher":{"@id":"https:\/\/wolfjansen.com\/#organization"},"articleSection":["Latest News","Sap"],"inLanguage":"de","potentialAction":[{"@type":"CommentAction","name":"Comment","target":["https:\/\/wolfjansen.com\/the-audit-trail-for-ai-agents-is-becoming-a-job-requirement\/#respond"]}]},{"@type":"WebPage","@id":"https:\/\/wolfjansen.com\/the-audit-trail-for-ai-agents-is-becoming-a-job-requirement\/","url":"https:\/\/wolfjansen.com\/the-audit-trail-for-ai-agents-is-becoming-a-job-requirement\/","name":"Der Pr\u00fcfpfad f\u00fcr KI-Agenten wird zunehmend zu einer Einstellungsvoraussetzung \u2013 Wolf Jansen","isPartOf":{"@id":"https:\/\/wolfjansen.com\/#website"},"datePublished":"2026-09-28T15:19:42+00:00","breadcrumb":{"@id":"https:\/\/wolfjansen.com\/the-audit-trail-for-ai-agents-is-becoming-a-job-requirement\/#breadcrumb"},"inLanguage":"de","potentialAction":[{"@type":"ReadAction","target":["https:\/\/wolfjansen.com\/the-audit-trail-for-ai-agents-is-becoming-a-job-requirement\/"]}]},{"@type":"BreadcrumbList","@id":"https:\/\/wolfjansen.com\/the-audit-trail-for-ai-agents-is-becoming-a-job-requirement\/#breadcrumb","itemListElement":[{"@type":"ListItem","position":1,"name":"Home","item":"https:\/\/wolfjansen.com\/"},{"@type":"ListItem","position":2,"name":"The audit trail for AI agents is becoming a job requirement"}]},{"@type":"WebSite","@id":"https:\/\/wolfjansen.com\/#website","url":"https:\/\/wolfjansen.com\/","name":"Wolf Jansen","description":"Experten f\u00fcr SAP, Daten &amp; 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