{"id":116738,"date":"2025-10-30T10:00:27","date_gmt":"2025-10-30T03:00:27","guid":{"rendered":"https:\/\/wp.eastgate-software.com\/?p=116738"},"modified":"2026-04-01T15:21:36","modified_gmt":"2026-04-01T08:21:36","slug":"aws-ai-agents-simplify-integration-but-complicate-pricing","status":"publish","type":"post","link":"https:\/\/wp.eastgate-software.com\/de\/aws-ai-agents-simplify-integration-but-complicate-pricing\/","title":{"rendered":"AWS: KI-Agenten vereinfachen die Integration, verkomplizieren aber die Preisgestaltung"},"content":{"rendered":"<p><span data-contrast=\"auto\">Da agentenbasierte KI Unternehmenssoftware grundlegend ver\u00e4ndert, warnt Amazon Web Services (AWS), dass die Integration zwar einfacher, die Preismodelle jedoch komplexer werden. Laut Olawale Oladehin, Director of Solutions Architecture bei AWS, transformiert der rasante Aufstieg KI-gest\u00fctzter SaaS- und Workflow-Automatisierungsplattformen sowohl die Anwendungsarchitektur als auch die Gesch\u00e4ftsstrategien.<\/span><span data-ccp-props=\"{&quot;134233117&quot;:false,&quot;134233118&quot;:false,&quot;335551550&quot;:6,&quot;335551620&quot;:6,&quot;335559738&quot;:240,&quot;335559739&quot;:240}\">\u00a0<\/span><\/p>\n<p><span data-contrast=\"auto\">Unternehmen wie Pegasystems profitieren bereits von diesem Wandel. Durch die Integration von KI-Agenten in bestehende Systeme und die Migration zur AWS-Cloud-Infrastruktur konnte Pegasystems im dritten Quartal 2024 einen Umsatzanstieg von 171.400 US-Dollar im Vergleich zum Vorjahr verzeichnen. Das Unternehmen nutzt AWS Bedrock, das \u00fcber eine einheitliche API Zugriff auf mehrere Basismodelle bietet und so eine nahtlose Modernisierung von Hybrid- und On-Premise-Umgebungen erm\u00f6glicht.<\/span><span data-ccp-props=\"{&quot;134233117&quot;:false,&quot;134233118&quot;:false,&quot;335551550&quot;:6,&quot;335551620&quot;:6,&quot;335559738&quot;:240,&quot;335559739&quot;:240}\">\u00a0<\/span><\/p>\n<p><span data-contrast=\"auto\">Oladehin merkt an, dass neue offene Agentenstandards wie das Model Context Protocol (MCP) und Agent-to-Agent (A2A) die Systemintegration vereinfachen und die bisherige Komplexit\u00e4t der Anwendungsverkn\u00fcpfung \u00fcber APIs, Datei\u00fcbertragungen oder REST reduzieren. Dieser technischen Vereinfachung steht jedoch eine neue Welle von Herausforderungen im Bereich der Preisgestaltung gegen\u00fcber.<\/span><span data-ccp-props=\"{&quot;134233117&quot;:false,&quot;134233118&quot;:false,&quot;335551550&quot;:6,&quot;335551620&quot;:6,&quot;335559738&quot;:240,&quot;335559739&quot;:240}\">\u00a0<\/span><\/p>\n<p><b><span data-contrast=\"auto\">Zu den wichtigsten Erkenntnissen geh\u00f6ren:<\/span><\/b><span data-ccp-props=\"{&quot;134233117&quot;:false,&quot;134233118&quot;:false,&quot;335551550&quot;:6,&quot;335551620&quot;:6,&quot;335559738&quot;:240,&quot;335559739&quot;:240}\">\u00a0<\/span><\/p>\n<ul>\n<li data-leveltext=\"\uf0b7\" data-font=\"Symbol\" data-listid=\"1\" data-list-defn-props=\"{&quot;335552541&quot;:1,&quot;335559685&quot;:720,&quot;335559991&quot;:360,&quot;469769226&quot;:&quot;Symbol&quot;,&quot;469769242&quot;:[8226],&quot;469777803&quot;:&quot;left&quot;,&quot;469777804&quot;:&quot;\uf0b7&quot;,&quot;469777815&quot;:&quot;hybridMultilevel&quot;}\" data-aria-posinset=\"1\" data-aria-level=\"1\"><span data-contrast=\"auto\">KI-gesteuerte Software wandelt sich von <\/span><b><span data-contrast=\"auto\">nutzerbasierte und Abonnementmodelle<\/span><\/b><span data-contrast=\"auto\"> Zu <\/span><b><span data-contrast=\"auto\">verbrauchs- und ergebnisorientierte Preisgestaltung<\/span><\/b><span data-contrast=\"auto\">, wobei die Kosten von der API-Nutzung oder der Leistung bei KI-Aufgaben abh\u00e4ngen.<\/span><span data-ccp-props=\"{&quot;134233117&quot;:false,&quot;134233118&quot;:false,&quot;335551550&quot;:6,&quot;335551620&quot;:6,&quot;335559738&quot;:240,&quot;335559739&quot;:240}\">\u00a0<\/span><\/li>\n<\/ul>\n<ul>\n<li data-leveltext=\"\uf0b7\" data-font=\"Symbol\" data-listid=\"1\" data-list-defn-props=\"{&quot;335552541&quot;:1,&quot;335559685&quot;:720,&quot;335559991&quot;:360,&quot;469769226&quot;:&quot;Symbol&quot;,&quot;469769242&quot;:[8226],&quot;469777803&quot;:&quot;left&quot;,&quot;469777804&quot;:&quot;\uf0b7&quot;,&quot;469777815&quot;:&quot;hybridMultilevel&quot;}\" data-aria-posinset=\"2\" data-aria-level=\"1\"><span data-contrast=\"auto\">Anbieter wie <\/span><b><span data-contrast=\"auto\">Zendesk<\/span><\/b><span data-contrast=\"auto\"> experimentieren mit <\/span><b><span data-contrast=\"auto\">wertorientierte Preisgestaltung<\/span><\/b><span data-contrast=\"auto\"> die Softwarekosten an messbaren Gesch\u00e4ftsergebnissen ausrichten.<\/span><span data-ccp-props=\"{&quot;134233117&quot;:false,&quot;134233118&quot;:false,&quot;335551550&quot;:6,&quot;335551620&quot;:6,&quot;335559738&quot;:240,&quot;335559739&quot;:240}\">\u00a0<\/span><\/li>\n<\/ul>\n<ul>\n<li data-leveltext=\"\uf0b7\" data-font=\"Symbol\" data-listid=\"1\" data-list-defn-props=\"{&quot;335552541&quot;:1,&quot;335559685&quot;:720,&quot;335559991&quot;:360,&quot;469769226&quot;:&quot;Symbol&quot;,&quot;469769242&quot;:[8226],&quot;469777803&quot;:&quot;left&quot;,&quot;469777804&quot;:&quot;\uf0b7&quot;,&quot;469777815&quot;:&quot;hybridMultilevel&quot;}\" data-aria-posinset=\"3\" data-aria-level=\"1\"><span data-contrast=\"auto\">Unternehmen stehen bei der Prognose der KI-Ausgaben vor Unsicherheiten, insbesondere da die Verbrauchsmodelle mit den KI-Workloads schwanken.<\/span><span data-ccp-props=\"{&quot;134233117&quot;:false,&quot;134233118&quot;:false,&quot;335551550&quot;:6,&quot;335551620&quot;:6,&quot;335559738&quot;:240,&quot;335559739&quot;:240}\">\u00a0<\/span><\/li>\n<\/ul>\n<p><span data-contrast=\"auto\">Blicken wir nach vorn<\/span><span data-contrast=\"auto\">, KI-Agenten k\u00f6nnten Unternehmen mehr Flexibilit\u00e4t bei der Modernisierung veralteter Unternehmensplattformen wie SAP ECC oder Oracle-Datenbanken bieten, die Abh\u00e4ngigkeit von einzelnen Anbietern verringern und gleichzeitig die Integrationsm\u00f6glichkeiten erweitern.<\/span><span data-ccp-props=\"{&quot;134233117&quot;:false,&quot;134233118&quot;:false,&quot;335551550&quot;:6,&quot;335551620&quot;:6,&quot;335559738&quot;:240,&quot;335559739&quot;:240}\">\u00a0<\/span><\/p>\n<p><span data-contrast=\"auto\">Dennoch bestehen weiterhin Herausforderungen. Gartner prognostiziert, dass bis 2027 zwei von f\u00fcnf Pilotprojekten f\u00fcr KI-Agenten aufgrund unklarer Rentabilit\u00e4t und Governance-Problemen scheitern k\u00f6nnten. Da AWS und seine Partner weiterhin Wahlm\u00f6glichkeiten und Flexibilit\u00e4t f\u00f6rdern, m\u00fcssen Unternehmen diese neue \u00c4ra der agentenbasierten KI mit sorgf\u00e4ltiger Planung, Kostenkontrolle und strategischer Ausrichtung gestalten.<\/span><span data-ccp-props=\"{&quot;134233117&quot;:false,&quot;134233118&quot;:false,&quot;335551550&quot;:6,&quot;335551620&quot;:6,&quot;335559738&quot;:240,&quot;335559739&quot;:240}\">\u00a0<\/span><\/p>\n<p><span data-ccp-props=\"{&quot;335551550&quot;:6,&quot;335551620&quot;:6}\">\u00a0<\/span><\/p>\n<p><b><span data-contrast=\"auto\">Quelle:<\/span><\/b><span data-ccp-props=\"{&quot;335551550&quot;:6,&quot;335551620&quot;:6}\">\u00a0<\/span><\/p>\n<p><a href=\"https:\/\/www.theregister.com\/2025\/10\/27\/aws_ai_agent_saas\/\"><span data-contrast=\"none\">https:\/\/www.theregister.com\/2025\/10\/27\/aws_ai_agent_saas\/<\/span><\/a><span data-ccp-props=\"{&quot;134233117&quot;:false,&quot;134233118&quot;:false,&quot;335551550&quot;:6,&quot;335551620&quot;:6,&quot;335559738&quot;:240,&quot;335559739&quot;:240}\">\u00a0<\/span><\/p>","protected":false},"excerpt":{"rendered":"<p>Da agentenbasierte KI Unternehmenssoftware grundlegend ver\u00e4ndert, warnt Amazon Web Services (AWS), dass die Integration zwar einfacher, die Preismodelle jedoch komplexer werden. Laut Olawale Oladehin, Director of Solutions Architecture bei AWS, transformiert der rasante Aufstieg KI-gest\u00fctzter SaaS- und Workflow-Automatisierungsplattformen sowohl die Anwendungsarchitektur als auch die Gesch\u00e4ftsstrategien. Unternehmen wie Pegasystems sind bereits [\u2026]<\/p>","protected":false},"author":238283293,"featured_media":116740,"comment_status":"closed","ping_status":"closed","sticky":false,"template":"","format":"standard","meta":{"_crdt_document":"","inline_featured_image":false,"_jetpack_memberships_contains_paid_content":false,"footnotes":""},"categories":[1584],"tags":[1488,1564],"class_list":["post-116738","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-tech-enthusiast","tag-ai","tag-ai-agent"],"yoast_head":"<!-- This site is optimized with the Yoast SEO Premium plugin v26.4 (Yoast SEO v27.5) - https:\/\/yoast.com\/product\/yoast-seo-premium-wordpress\/ -->\n<title>AWS: AI Agents Simplify Integration but Complicate Pricing - Eastgate Software<\/title>\n<meta name=\"description\" content=\"AWS warns that while AI agents streamline SaaS integration, outcome-based pricing models make cost planning more complex for enterprises.\" \/>\n<meta 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