{"id":29457,"date":"2026-03-25T21:00:19","date_gmt":"2026-03-25T20:00:19","guid":{"rendered":"https:\/\/whiteduck.de\/token-control-5-0-more-flexibility-more-control-more-clarity\/"},"modified":"2026-09-29T14:49:55","modified_gmt":"2026-09-29T12:49:55","slug":"token-control-5-0-more-flexibility-more-control-more-clarity","status":"publish","type":"post","link":"https:\/\/whiteduck.de\/en\/token-control-5-0-more-flexibility-more-control-more-clarity\/","title":{"rendered":"Token Control 5.0: More Flexibility, More Control, More Clarity"},"content":{"rendered":"<p>AI governance must fit into existing workflows, not create additional complexity. With <a href=\"https:\/\/tokencontrol.ai\/\" target=\"_blank\" rel=\"noreferrer noopener\">Token Control<\/a> 5.0, we address exactly that: more transparency for teams managing AI resources, and more precise control mechanisms for organizations that want to operationally embed governance. <\/p>\n<p>This version is a targeted evolution based on the requirements customers mention most frequently:<\/p>\n<ul>\n<li>Maintain overview when AI usage grows across multiple teams, models, and cost centers<\/li>\n<li>Manage deployments and models without constantly switching between Azure Portal and governance platform<\/li>\n<li>Translate organizational rules into the platform, from budget limits to model approvals to traceability at the request level<\/li>\n<\/ul>\n<h2>Expansion of the Cost Dashboard<\/h2>\n<p>The Cost Dashboard has been fundamentally redesigned. Together with the new Compliance Dashboard, these two dashboards form the core of this release. <\/p>\n<p>The redesigned Cost Dashboard offers:<\/p>\n<ul>\n<li>Total spending, requests, average cost per request, users, and cost centers at a glance<\/li>\n<li>Token consumption including cached tokens, budget utilization, and top cost centers <\/li>\n<li>Breakdown by AI models, sorted by consumption<\/li>\n<li>Cost development per cost center over time<\/li>\n<\/ul>\n<figure><a href=\"https:\/\/whiteduck.de\/wp-content\/uploads\/2026\/03\/cost-dashboard-token-control-scaled-1.png\"> <img decoding=\"async\" class=\"alignnone wp-image-25234\" src=\"https:\/\/whiteduck.de\/wp-content\/uploads\/2026\/03\/cost-dashboard-token-control-scaled-1.png\" alt=\"\" width=\"2560\" height=\"1620\" title=\"\" srcset=\"https:\/\/whiteduck.de\/wp-content\/uploads\/2026\/03\/cost-dashboard-token-control-scaled-1-200x127.png 200w, https:\/\/whiteduck.de\/wp-content\/uploads\/2026\/03\/cost-dashboard-token-control-scaled-1-300x190.png 300w, https:\/\/whiteduck.de\/wp-content\/uploads\/2026\/03\/cost-dashboard-token-control-scaled-1-320x202.png 320w, https:\/\/whiteduck.de\/wp-content\/uploads\/2026\/03\/cost-dashboard-token-control-scaled-1-400x253.png 400w, https:\/\/whiteduck.de\/wp-content\/uploads\/2026\/03\/cost-dashboard-token-control-scaled-1-600x380.png 600w, https:\/\/whiteduck.de\/wp-content\/uploads\/2026\/03\/cost-dashboard-token-control-scaled-1-768x486.png 768w, https:\/\/whiteduck.de\/wp-content\/uploads\/2026\/03\/cost-dashboard-token-control-scaled-1-800x506.png 800w, https:\/\/whiteduck.de\/wp-content\/uploads\/2026\/03\/cost-dashboard-token-control-scaled-1-1024x648.png 1024w, https:\/\/whiteduck.de\/wp-content\/uploads\/2026\/03\/cost-dashboard-token-control-scaled-1-1200x759.png 1200w, https:\/\/whiteduck.de\/wp-content\/uploads\/2026\/03\/cost-dashboard-token-control-scaled-1-1536x972.png 1536w, https:\/\/whiteduck.de\/wp-content\/uploads\/2026\/03\/cost-dashboard-token-control-scaled-1.png 2560w\" sizes=\"(max-width: 2560px) 100vw, 2560px\" \/> <\/a><figcaption>Cost Dashboard<\/figcaption><\/figure>\n<p>For users, this means: less time assembling reports, more time for actual decisions.<\/p>\n<h2>The New Compliance Dashboard<\/h2>\n<p>Completely new is the standalone Compliance Dashboard, which consolidates relevant information in one place:<\/p>\n<ul>\n<li><strong>Regional model distribution:<\/strong> Which model runs in which region? The Model Location Share displays the geographic distribution of AI usage at a glance. <\/li>\n<li><strong>Content filter overview:<\/strong> How many requests were blocked, filtered, or allowed? Broken down by stage (prompt, completion) and category. <\/li>\n<li><strong>Recent activities:<\/strong> Real-time view of all requests with user, cost center, model, costs, content filter status, and token consumption. Each call is traceable and searchable via the correlation ID. <\/li>\n<\/ul>\n<figure><a href=\"https:\/\/whiteduck.de\/wp-content\/uploads\/2026\/03\/SCR-20260326-lqzw-scaled-1.png\"> <img decoding=\"async\" class=\"alignnone wp-image-25247\" src=\"https:\/\/whiteduck.de\/wp-content\/uploads\/2026\/03\/SCR-20260326-lqzw-scaled-1.png\" alt=\"compliance dashboard\" width=\"2560\" height=\"1760\" title=\"\" srcset=\"https:\/\/whiteduck.de\/wp-content\/uploads\/2026\/03\/SCR-20260326-lqzw-scaled-1-200x138.png 200w, https:\/\/whiteduck.de\/wp-content\/uploads\/2026\/03\/SCR-20260326-lqzw-scaled-1-300x206.png 300w, https:\/\/whiteduck.de\/wp-content\/uploads\/2026\/03\/SCR-20260326-lqzw-scaled-1-400x275.png 400w, https:\/\/whiteduck.de\/wp-content\/uploads\/2026\/03\/SCR-20260326-lqzw-scaled-1-600x413.png 600w, https:\/\/whiteduck.de\/wp-content\/uploads\/2026\/03\/SCR-20260326-lqzw-scaled-1-768x528.png 768w, https:\/\/whiteduck.de\/wp-content\/uploads\/2026\/03\/SCR-20260326-lqzw-scaled-1-800x550.png 800w, https:\/\/whiteduck.de\/wp-content\/uploads\/2026\/03\/SCR-20260326-lqzw-scaled-1-1024x704.png 1024w, https:\/\/whiteduck.de\/wp-content\/uploads\/2026\/03\/SCR-20260326-lqzw-scaled-1-1200x825.png 1200w, https:\/\/whiteduck.de\/wp-content\/uploads\/2026\/03\/SCR-20260326-lqzw-scaled-1-1536x1056.png 1536w, https:\/\/whiteduck.de\/wp-content\/uploads\/2026\/03\/SCR-20260326-lqzw-scaled-1.png 2560w\" sizes=\"(max-width: 2560px) 100vw, 2560px\" \/> <\/a><figcaption>Compliance Dashboard<\/figcaption><\/figure>\n<h2>Direct Integration with Azure AI Foundry<\/h2>\n<p>Deployments and models can now be configured and managed directly in <a href=\"https:\/\/tokencontrol.ai\/\" target=\"_blank\" rel=\"noreferrer noopener\">Token Control<\/a>. Azure AI Foundry endpoints are integrated without detours through the Azure Portal. Tracking and budget verification apply from the first request.  <\/p>\n<figure><img decoding=\"async\" class=\"alignnone  wp-image-25242\" src=\"https:\/\/whiteduck.de\/wp-content\/uploads\/2026\/03\/token-control-governance.png\" alt=\"\" width=\"620\" height=\"744\" title=\"\" srcset=\"https:\/\/whiteduck.de\/wp-content\/uploads\/2026\/03\/token-control-governance-200x240.png 200w, https:\/\/whiteduck.de\/wp-content\/uploads\/2026\/03\/token-control-governance-250x300.png 250w, https:\/\/whiteduck.de\/wp-content\/uploads\/2026\/03\/token-control-governance-400x480.png 400w, https:\/\/whiteduck.de\/wp-content\/uploads\/2026\/03\/token-control-governance-600x720.png 600w, https:\/\/whiteduck.de\/wp-content\/uploads\/2026\/03\/token-control-governance-768x922.png 768w, https:\/\/whiteduck.de\/wp-content\/uploads\/2026\/03\/token-control-governance-800x960.png 800w, https:\/\/whiteduck.de\/wp-content\/uploads\/2026\/03\/token-control-governance-853x1024.png 853w, https:\/\/whiteduck.de\/wp-content\/uploads\/2026\/03\/token-control-governance.png 1060w\" sizes=\"(max-width: 620px) 100vw, 620px\" \/><\/figure>\n<p>This significantly reduces operational overhead for platform teams, especially when AI resources are provisioned for multiple teams, departments, use cases, or end customers.<\/p>\n<h2>Governance That Scales with Your AI Usage<\/h2>\n<p>In addition to the new dashboards and Azure AI Foundry integration, budgets, access rights, and permitted models can be controlled more granularly than before, adapted to the reality of enterprises with multiple teams, cost centers, and different governance requirements. The result: clarity about who uses what, who is allowed to do what, and who is responsible for what. <\/p>\n<figure><img decoding=\"async\" src=\"https:\/\/whiteduck.de\/wp-content\/uploads\/2026\/03\/activities-seen-in-token-control.png\" alt=\"\" width=\"1922\" height=\"182\" class=\"alignnone wp-image-25239\" title=\"\" srcset=\"https:\/\/whiteduck.de\/wp-content\/uploads\/2026\/03\/activities-seen-in-token-control-200x19.png 200w, https:\/\/whiteduck.de\/wp-content\/uploads\/2026\/03\/activities-seen-in-token-control-300x28.png 300w, https:\/\/whiteduck.de\/wp-content\/uploads\/2026\/03\/activities-seen-in-token-control-400x38.png 400w, https:\/\/whiteduck.de\/wp-content\/uploads\/2026\/03\/activities-seen-in-token-control-600x57.png 600w, https:\/\/whiteduck.de\/wp-content\/uploads\/2026\/03\/activities-seen-in-token-control-768x73.png 768w, https:\/\/whiteduck.de\/wp-content\/uploads\/2026\/03\/activities-seen-in-token-control-800x76.png 800w, https:\/\/whiteduck.de\/wp-content\/uploads\/2026\/03\/activities-seen-in-token-control-1024x97.png 1024w, https:\/\/whiteduck.de\/wp-content\/uploads\/2026\/03\/activities-seen-in-token-control-1200x114.png 1200w, https:\/\/whiteduck.de\/wp-content\/uploads\/2026\/03\/activities-seen-in-token-control-1536x145.png 1536w, https:\/\/whiteduck.de\/wp-content\/uploads\/2026\/03\/activities-seen-in-token-control.png 1922w\" sizes=\"(max-width: 1922px) 100vw, 1922px\" \/><\/figure>\n<p>&nbsp;<\/p>\n<p>AI usage is becoming more complex, not simpler. Models are multiplying, agents are becoming more autonomous, and the question of cost accountability is growing louder in organizations. <a href=\"https:\/\/tokencontrol.ai\/\" target=\"_blank\" rel=\"noreferrer noopener\">Token Control<\/a> is designed to scale with this complexity without governance becoming a bottleneck. <\/p>\n","protected":false},"excerpt":{"rendered":"<p>AI governance must fit into existing workflows, not create additional  [&#8230;]<\/p>\n","protected":false},"author":30,"featured_media":29458,"comment_status":"closed","ping_status":"closed","sticky":false,"template":"","format":"standard","meta":{"_acf_changed":false,"footnotes":""},"categories":[598],"tags":[586,616,719,678,720],"class_list":["post-29457","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-ai-2","tag-ai-2","tag-cost-control-2","tag-finops-2","tag-governance-2","tag-token-control-2"],"acf":[],"_links":{"self":[{"href":"https:\/\/whiteduck.de\/en\/wp-json\/wp\/v2\/posts\/29457","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/whiteduck.de\/en\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/whiteduck.de\/en\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/whiteduck.de\/en\/wp-json\/wp\/v2\/users\/30"}],"replies":[{"embeddable":true,"href":"https:\/\/whiteduck.de\/en\/wp-json\/wp\/v2\/comments?post=29457"}],"version-history":[{"count":0,"href":"https:\/\/whiteduck.de\/en\/wp-json\/wp\/v2\/posts\/29457\/revisions"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/whiteduck.de\/en\/wp-json\/wp\/v2\/media\/29458"}],"wp:attachment":[{"href":"https:\/\/whiteduck.de\/en\/wp-json\/wp\/v2\/media?parent=29457"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/whiteduck.de\/en\/wp-json\/wp\/v2\/categories?post=29457"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/whiteduck.de\/en\/wp-json\/wp\/v2\/tags?post=29457"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}