{"id":24480,"date":"2025-10-06T18:07:32","date_gmt":"2025-10-06T16:07:32","guid":{"rendered":"https:\/\/whiteduck.de\/?p=24480"},"modified":"2025-10-06T18:07:36","modified_gmt":"2025-10-06T16:07:36","slug":"token-control-4-0-release-notes","status":"publish","type":"post","link":"https:\/\/whiteduck.de\/en\/token-control-4-0-release-notes\/","title":{"rendered":"Token Control 4.0 \u2013 Release Notes"},"content":{"rendered":"<p><div class=\"fusion-fullwidth fullwidth-box fusion-builder-row-1 fusion-flex-container nonhundred-percent-fullwidth non-hundred-percent-height-scrolling\" style=\"--awb-border-radius-top-left:0px;--awb-border-radius-top-right:0px;--awb-border-radius-bottom-right:0px;--awb-border-radius-bottom-left:0px;--awb-flex-wrap:wrap;\" ><\/div><div class=\"fusion-builder-row fusion-row fusion-flex-align-items-flex-start fusion-flex-content-wrap\" style=\"max-width:calc( 1170px + 0px );margin-left: calc(-0px \/ 2 );margin-right: calc(-0px \/ 2 );\"><\/div><div class=\"fusion-layout-column fusion_builder_column fusion-builder-column-0 fusion_builder_column_1_1 1_1 fusion-one-full fusion-column-first fusion-column-last\" style=\"--awb-bg-size:cover;width:100%;\"><div class=\"fusion-column-wrapper fusion-flex-column-wrapper-legacy\"><div class=\"fusion-clearfix\"><\/div><\/div><\/div><div class=\"fusion-title title fusion-title-1 fusion-sep-none fusion-title-text fusion-title-size-one\" style=\"--awb-margin-top-small:0px;--awb-margin-right-small:0px;--awb-margin-bottom-small:20px;--awb-margin-left-small:0px;\"><h1 class=\"fusion-title-heading title-heading-left fusion-responsive-typography-calculated\" style=\"margin:0;--fontSize:32;line-height:1.31;\"><\/p>\n<p>Token Control 4.0 &#8211; Release Notes<\/p>\n<p><\/h1><\/div><div class=\"fusion-text fusion-text-1\"><\/div><\/p>\n<\/p>\n\n\n<p class=\"wp-block-paragraph\">Mehr Transparenz, mehr Kontrolle, mehr Modelle: Mit <a href=\"https:\/\/tokencontrol.whiteduck.de\/\" target=\"_blank\" rel=\"noreferrer noopener\">Token Control 4.0<\/a> heben wir KI-Governance und FinOps auf das n\u00e4chste Level \u2013 von einer noch detaillierteren Kostenberechnung \u00fcber eine \u00fcberarbeitete Oberfl\u00e4che bis hin zur Unterst\u00fctzung neuer Modelle und Azure AI Foundry.<\/p>\n\n\n\n<h3 class=\"wp-block-heading\">TL;DR<\/h3>\n\n\n\n<ul class=\"wp-block-list\">\n<li>Neue Modelle:&nbsp;<code>text-embedding-3-large<\/code>,&nbsp;<code>GPT-4.1-nano<\/code>,&nbsp;<code>GPT-4o<\/code>, vollst\u00e4ndige&nbsp;<code>GPT\u20115<\/code>\u2011Familie,&nbsp;<code>image-1<\/code><\/li>\n\n\n\n<li>Native Unterst\u00fctzung f\u00fcr Azure AI Foundry (inkl. Model Router)<\/li>\n\n\n\n<li>Detailliertere Kostenberechnung \u00fcber alle Modell\u2011SKUs und Anbieter hinweg<\/li>\n\n\n\n<li>\u00dcberarbeitete Oberfl\u00e4che f\u00fcr schnellere Analysen und Drill\u2011downs in die Daten<\/li>\n\n\n\n<li>Gruppen\u2011Sync f\u00fcr Microsoft 365- und Sicherheitsgruppen (Entra ID)<\/li>\n\n\n\n<li>Verbesserte SKU\u2011Darstellung f\u00fcr maximale Preistransparenz<\/li>\n\n\n\n<li>Fein granulare Modellfreigaben und Rate Limits pro Kostenstelle<\/li>\n<\/ul>\n\n\n\n<h3 class=\"wp-block-heading\">Was ist neu \u2013 und warum es wichtig ist?<\/h3>\n\n\n\n<h4 class=\"wp-block-heading\">Neue unterst\u00fctzte Modelle<\/h4>\n\n\n\n<p class=\"wp-block-paragraph\">Wir erweitern die Modellabdeckung, damit Sie Use Cases passgenau und kosteneffizient umsetzen k\u00f6nnen \u2013 vom Chat \u00fcber Embeddings bis Bildgenerierung:<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li>text-embedding-3-large (Embeddings): H\u00f6chste Embedding\u2011Qualit\u00e4t f\u00fcr Suche, RAG und Relevanzbewertung. In Release 4.0 werden Embedding\u2011Kosten nun separat und pr\u00e4zise erfasst (Kosten pro 1K Tokens), wodurch Workloads f\u00fcr Retrieval\u2011Augmented Generation (RAG) exakt budgetiert und reportet werden k\u00f6nnen.<\/li>\n\n\n\n<li>GPT-4.1-nano (kosteneffizientes Textmodell): Ideal f\u00fcr \u201eHigh\u2011throughput\u201c-Szenarien, kleine Agenten\u2011Aufgaben und AI\u2011Chat\u2011Use\u2011Cases. Kombiniert mit TPM\/RPM\u2011Limits in Token Control behalten Sie Lastspitzen im Griff \u2013 ohne \u00dcberraschungen am Monatsende.<\/li>\n\n\n\n<li>GPT-4o (konversations-\/textorientiertes Modell): Starke Chat\u2011 und Tool\u2011Use\u2011F\u00e4higkeiten f\u00fcr Assistenten und Orchestrierungen. In Release 4.0 k\u00f6nnen Sie GPT-4o gezielt pro Kostenstelle oder Anwendung erlauben\/verbieten und getrennte Budgets definieren.<\/li>\n\n\n\n<li>Alle GPT\u20115\u2011Modelle (vollst\u00e4ndige GPT\u20115\u2011Familie): Zukunftssichere Unterst\u00fctzung der gesamten Familie (z. B. Chat\/Mini\/Nano). Governance\u2011Regeln (Modelle, Limits, Budgets) greifen konsistent \u2013 unabh\u00e4ngig davon, welches GPT\u20115\u2011Derivat Ihr Team einsetzt.<\/li>\n\n\n\n<li>image-1: Bildgenerierung endlich mit exakter Kostensteuerung. Wir erfassen Aufw\u00e4nde pro Request\/RPM und stellen die Kosten mit den passenden SKU\u2011Metriken dar \u2013 getrennt von Text\/Embeddings.<\/li>\n<\/ul>\n\n\n\n<h4 class=\"wp-block-heading\">Unterst\u00fctzung von Azure AI Foundry<\/h4>\n\n\n\n<p class=\"wp-block-paragraph\">Token Control 4.0 integriert sich nahtlos in Azure AI Foundry \u2013 inklusive Model Router und moderner Authentifizierung:<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li>Einfache Anbindung: Nutzen Sie Azure AI Foundry Endpoints, ohne Code\u00e4nderungen an Ihren bestehenden OpenAI\u2011kompatiblen Clients.<\/li>\n\n\n\n<li>Model Router ready: Profitieren Sie vom \u201emodel\u2011router\u201c, der zwischen passenden Modellen ausw\u00e4hlt \u2013 Token Control sichert Governance und Kostenlimits dennoch pro fachlicher Entit\u00e4t ab.<\/li>\n\n\n\n<li>In Kombination mit unserem API\u2011Key\u2011Management erhalten Sie maximale Sicherheit und Transparenz. Zus\u00e4tzlich kann Entra ID (Keyless) genutzt werden, um Kosten bis auf Benutzerebene nachzuvollziehen.<\/li>\n\n\n\n<li>Quotas &amp; Limits: Wir spiegeln die Foundry\u2011Limits (TPM\/RPM\/Concurrency) in Ihre Governance\u2011Regeln \u2013 so werden technische und organisatorische Limits konsistent durchgesetzt.<\/li>\n<\/ul>\n\n\n\n<h4 class=\"wp-block-heading\">Detailliertere Kostenberechnung<\/h4>\n\n\n\n<p class=\"wp-block-paragraph\">Unser Abrechnungs\u2011Core wurde umfassend \u00fcberarbeitet:<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li>Provider\u2011 und SKU\u2011genaue Kostenermittlung (Input\/Output\u2011Tokens, Embeddings, Images)<\/li>\n\n\n\n<li>Korrekte Zuordnung pro Kostenstelle, Anwendung, Projekt, Team oder Nutzer<\/li>\n\n\n\n<li>Verbesserte Monatsberichte und aussagekr\u00e4ftige Exporte f\u00fcr FinOps\/Controlling<\/li>\n\n\n\n<li>Transparentes Reporting von Agenten\u2011Pfaden: Wo fallen die Kosten wirklich an?<br><\/li>\n<\/ul>\n\n\n<div class=\"wp-block-image\">\n<figure class=\"aligncenter size-large is-resized\"><img decoding=\"async\" width=\"1024\" height=\"308\" src=\"https:\/\/whiteduck.de\/wp-content\/uploads\/praezise-kostenberechnung-1024x308.png\" data-orig-src=\"https:\/\/whiteduck.de\/wp-content\/uploads\/praezise-kostenberechnung-1024x308.png\" alt=\"\" class=\"lazyload wp-image-24516\" style=\"width:1014px;height:auto\" srcset=\"data:image\/svg+xml,%3Csvg%20xmlns%3D%27http%3A%2F%2Fwww.w3.org%2F2000%2Fsvg%27%20width%3D%271024%27%20height%3D%27308%27%20viewBox%3D%270%200%201024%20308%27%3E%3Crect%20width%3D%271024%27%20height%3D%27308%27%20fill-opacity%3D%220%22%2F%3E%3C%2Fsvg%3E\" data-srcset=\"https:\/\/whiteduck.de\/wp-content\/uploads\/praezise-kostenberechnung-200x60.png 200w, https:\/\/whiteduck.de\/wp-content\/uploads\/praezise-kostenberechnung-300x90.png 300w, https:\/\/whiteduck.de\/wp-content\/uploads\/praezise-kostenberechnung-400x120.png 400w, https:\/\/whiteduck.de\/wp-content\/uploads\/praezise-kostenberechnung-600x180.png 600w, https:\/\/whiteduck.de\/wp-content\/uploads\/praezise-kostenberechnung-768x231.png 768w, https:\/\/whiteduck.de\/wp-content\/uploads\/praezise-kostenberechnung-800x241.png 800w, https:\/\/whiteduck.de\/wp-content\/uploads\/praezise-kostenberechnung-1024x308.png 1024w, https:\/\/whiteduck.de\/wp-content\/uploads\/praezise-kostenberechnung-1200x361.png 1200w, https:\/\/whiteduck.de\/wp-content\/uploads\/praezise-kostenberechnung-1536x462.png 1536w\" data-sizes=\"auto\" data-orig-sizes=\"(max-width: 1024px) 100vw, 1024px\" \/><figcaption class=\"wp-element-caption\">Kostenberechnung<\/figcaption><\/figure>\n<\/div>\n\n\n<p class=\"wp-block-paragraph\">Ergebnis: Weniger \u201eKostennebel\u201c, mehr Planbarkeit \u2013 besonders bei Agentic\u2011Mustern mit Tool\u2011Aufrufen und Handoffs.<\/p>\n\n\n\n<h4 class=\"wp-block-heading\">\u00dcberarbeitete UI<\/h4>\n\n\n\n<p class=\"wp-block-paragraph\">Schneller zur Erkenntnis, weniger Klicks:<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li>Start\u2011Dashboard mit Budgetstatus, Top\u2011Verbrauchern und Abweichungen<\/li>\n\n\n\n<li>Intuitive Drill\u2011downs bis auf Modell\u2011, App\u2011 oder Nutzer\u2011Ebene<\/li>\n\n\n\n<li>Klarere Visualisierungen f\u00fcr Limits, Drosselungen und Ausrei\u00dfer<\/li>\n<\/ul>\n\n\n<div class=\"wp-block-image\">\n<figure class=\"aligncenter size-large is-resized\"><img decoding=\"async\" width=\"1024\" height=\"647\" src=\"https:\/\/whiteduck.de\/wp-content\/uploads\/ueberarbeitete-ui-1024x647.png\" data-orig-src=\"https:\/\/whiteduck.de\/wp-content\/uploads\/ueberarbeitete-ui-1024x647.png\" alt=\"\" class=\"lazyload wp-image-24519\" style=\"width:992px;height:auto\" srcset=\"data:image\/svg+xml,%3Csvg%20xmlns%3D%27http%3A%2F%2Fwww.w3.org%2F2000%2Fsvg%27%20width%3D%271024%27%20height%3D%27647%27%20viewBox%3D%270%200%201024%20647%27%3E%3Crect%20width%3D%271024%27%20height%3D%27647%27%20fill-opacity%3D%220%22%2F%3E%3C%2Fsvg%3E\" data-srcset=\"https:\/\/whiteduck.de\/wp-content\/uploads\/ueberarbeitete-ui-200x126.png 200w, https:\/\/whiteduck.de\/wp-content\/uploads\/ueberarbeitete-ui-300x189.png 300w, https:\/\/whiteduck.de\/wp-content\/uploads\/ueberarbeitete-ui-320x202.png 320w, https:\/\/whiteduck.de\/wp-content\/uploads\/ueberarbeitete-ui-400x253.png 400w, https:\/\/whiteduck.de\/wp-content\/uploads\/ueberarbeitete-ui-600x379.png 600w, https:\/\/whiteduck.de\/wp-content\/uploads\/ueberarbeitete-ui-700x441.png 700w, https:\/\/whiteduck.de\/wp-content\/uploads\/ueberarbeitete-ui-768x485.png 768w, https:\/\/whiteduck.de\/wp-content\/uploads\/ueberarbeitete-ui-800x505.png 800w, https:\/\/whiteduck.de\/wp-content\/uploads\/ueberarbeitete-ui-1024x647.png 1024w, https:\/\/whiteduck.de\/wp-content\/uploads\/ueberarbeitete-ui-1200x758.png 1200w, https:\/\/whiteduck.de\/wp-content\/uploads\/ueberarbeitete-ui.png 1455w\" data-sizes=\"auto\" data-orig-sizes=\"(max-width: 1024px) 100vw, 1024px\" \/><figcaption class=\"wp-element-caption\">Token Control Dashboard<\/figcaption><\/figure>\n<\/div>\n\n\n<h4 class=\"wp-block-heading\">Gruppen\u2011Sync f\u00fcr M365 &amp; Sicherheitsgruppen<\/h4>\n\n\n\n<p class=\"wp-block-paragraph\">Bringen Sie Ihre Organisationsstruktur direkt in die Governance:<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li>Synchronisierung von Microsoft 365\u2011 und Sicherheitsgruppen (Microsoft Entra ID)<\/li>\n\n\n\n<li>Abbildung fachlicher Identit\u00e4ten wie Benutzergruppen, Abteilungen und Kostenstellen<\/li>\n\n\n\n<li>Automatisierte Zuweisung von Rechten, Budgets, Modellen und Limits pro Gruppe<\/li>\n<\/ul>\n\n\n\n<p class=\"wp-block-paragraph\">So wird \u201eLeast Privilege\u201c endlich praxistauglich \u2013 ohne manuelle Pflege.<\/p>\n\n\n<div class=\"wp-block-image\">\n<figure class=\"aligncenter size-large is-resized\"><img decoding=\"async\" width=\"1024\" height=\"629\" src=\"https:\/\/whiteduck.de\/wp-content\/uploads\/gruppen-sync-1024x629.png\" data-orig-src=\"https:\/\/whiteduck.de\/wp-content\/uploads\/gruppen-sync-1024x629.png\" alt=\"\" class=\"lazyload wp-image-24521\" style=\"width:955px;height:auto\" srcset=\"data:image\/svg+xml,%3Csvg%20xmlns%3D%27http%3A%2F%2Fwww.w3.org%2F2000%2Fsvg%27%20width%3D%271024%27%20height%3D%27629%27%20viewBox%3D%270%200%201024%20629%27%3E%3Crect%20width%3D%271024%27%20height%3D%27629%27%20fill-opacity%3D%220%22%2F%3E%3C%2Fsvg%3E\" data-srcset=\"https:\/\/whiteduck.de\/wp-content\/uploads\/gruppen-sync-200x123.png 200w, https:\/\/whiteduck.de\/wp-content\/uploads\/gruppen-sync-300x184.png 300w, https:\/\/whiteduck.de\/wp-content\/uploads\/gruppen-sync-400x246.png 400w, https:\/\/whiteduck.de\/wp-content\/uploads\/gruppen-sync-600x369.png 600w, https:\/\/whiteduck.de\/wp-content\/uploads\/gruppen-sync-768x472.png 768w, https:\/\/whiteduck.de\/wp-content\/uploads\/gruppen-sync-800x492.png 800w, https:\/\/whiteduck.de\/wp-content\/uploads\/gruppen-sync-1024x629.png 1024w, https:\/\/whiteduck.de\/wp-content\/uploads\/gruppen-sync-1200x738.png 1200w, https:\/\/whiteduck.de\/wp-content\/uploads\/gruppen-sync-1536x944.png 1536w\" data-sizes=\"auto\" data-orig-sizes=\"(max-width: 1024px) 100vw, 1024px\" \/><figcaption class=\"wp-element-caption\">Organisationsstruktur \u00fcber M365 Gruppen<\/figcaption><\/figure>\n<\/div>\n\n\n<h4 class=\"wp-block-heading\">Bessere SKU\u2011Darstellung<\/h4>\n\n\n\n<p class=\"wp-block-paragraph\">Transparenz schafft Vertrauen:<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li>Klare Anzeige von Modell, SKU\/Meter, Region und Abrechnungseinheit<\/li>\n\n\n\n<li>Nachvollziehbare Preise je Anbieter \u2013 inklusive Unterschiede f\u00fcr Text, Embeddings und Images<\/li>\n\n\n\n<li>Einheitliche Darstellung \u00fcber Azure AI Foundry, (Azure) OpenAI und weitere Provider<\/li>\n<\/ul>\n\n\n\n<h4 class=\"wp-block-heading\">Flexible Steuerung pro Kostenstelle<\/h4>\n\n\n\n<p class=\"wp-block-paragraph\">Fein granulare Kontrolle, wo sie gebraucht wird:<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li>Modelle pro Kostenstelle\/Team\/App erlauben oder sperren<\/li>\n\n\n\n<li>Rate Limits (TPM\/RPM\/Concurrency) auf Ebene von Kostenstellen, Projekten oder Agenten<\/li>\n\n\n\n<li>Eigene Budgets je Entit\u00e4t \u2013 inkl. Kappung und Live\u2011Monitoring<\/li>\n<\/ul>\n\n\n\n<h3 class=\"wp-block-heading\">F\u00fcr wen ist Token Control 4.0 besonders relevant?<\/h3>\n\n\n\n<ul class=\"wp-block-list\">\n<li>Unternehmen, die Azure AI Foundry produktiv nutzen oder einf\u00fchren<\/li>\n\n\n\n<li>Teams mit wachsendem Agentic\u2011Einsatz (LangGraph, LangChain, Semantic Kernel, <a href=\"https:\/\/whiteduck.de\/flock-our-new-open-source-ai-agent-framework\/\" target=\"_blank\" rel=\"noreferrer noopener\">Flock<\/a>)<\/li>\n\n\n\n<li>Softwarehersteller\/Distributoren\/Partner, die Token Control in Produkte\/Portale integrieren<\/li>\n\n\n\n<li>FinOps\/Controlling, die konsistente Berichte \u00fcber alle Workloads ben\u00f6tigen<\/li>\n<\/ul>\n\n\n\n<h3 class=\"wp-block-heading\">Jetzt starten<\/h3>\n\n\n\n<p class=\"wp-block-paragraph\">Bringen Sie Ordnung in Kosten, Limits und Zugriffe \u2013 ohne Ihre bestehenden L\u00f6sungen umbauen zu m\u00fcssen.<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li><a href=\"https:\/\/tokencontrol.whiteduck.de\/\" target=\"_blank\" rel=\"noreferrer noopener\">Mehr Informationen<\/a><\/li>\n\n\n\n<li><a href=\"https:\/\/whiteduck.de\/kontakt\/?menu-713=Token+Control\" target=\"_blank\" rel=\"noreferrer noopener\">Kontakt &amp; Demo<\/a><\/li>\n<\/ul>\n\n\n\n<p class=\"wp-block-paragraph\">Mit <a href=\"https:\/\/tokencontrol.whiteduck.de\/\" target=\"_blank\" rel=\"noreferrer noopener\">Token Control 4.0 <\/a>setzen Sie KI\u2011Governance und FinOps dort um, wo sie z\u00e4hlen: nah an den Modellen, nah an den Teams \u2013 und 100% transparent in den Kosten.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\"><\/p>\n","protected":false},"excerpt":{"rendered":"<p>Mehr Transparenz, mehr Kontrolle, mehr Modelle: Mit Token Control 4.0 heben wir KI-Governance und FinOps auf das n\u00e4chste Level \u2013 von einer noch detaillierteren Kostenberechnung \u00fcber eine \u00fcberarbeitete Oberfl\u00e4che bis hin zur Unterst\u00fctzung neuer Modelle und Azure AI Foundry. TL;DR Was ist neu \u2013 und warum es wichtig ist? Neue unterst\u00fctzte Modelle Wir erweitern die <a href=\"https:\/\/whiteduck.de\/en\/token-control-4-0-release-notes\/\"> <\/p>\n<div style=\"color:#ff9900\">[&#8230;]<\/div>\n<p><\/a><\/p>\n","protected":false},"author":35,"featured_media":22628,"comment_status":"closed","ping_status":"closed","sticky":false,"template":"","format":"standard","meta":{"_tribe_events_control_status":"","_tribe_events_control_status_canceled_reason":"","_tribe_events_control_status_postponed_reason":"","_tribe_events_control_online":"","_tribe_events_control_online_url":"","footnotes":""},"categories":[578],"tags":[570,678,113,682,680,571,575,661],"class_list":["post-24480","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-ai","tag-ai","tag-ai-agents-2","tag-azure","tag-azure-foundry","tag-finops","tag-ki","tag-openai","tag-token-control"],"yoast_head":"<!-- This site is optimized with the Yoast SEO plugin v28.0 - https:\/\/yoast.com\/product\/yoast-seo-wordpress\/ -->\n<title>Token Control 4.0 \u2013 Release Notes - 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