Token Control

Seamless integration with your AI vendors

We support all common AI models and thus enable you to flexibly connect your existing AI solution.

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Azure AI Foundry

OpenAI

Google Gemini

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Mistral AI

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Anthropic

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Why teams come to us

What teams ask for first:

  • Reliable model access

  • Real-time cost-visibility

  • Hard budget limits

  • Per-entitiy attribution

  • Drop-in integration
TokenControl
Token Control

Why obtain Token Control via white duck?

Token Control in a nutshell

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For enterprise and mid-market

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For software vendors and ISVs

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For developers and development teams

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Costs at a glance

FinOps

Token Control provides the real-time view that classic cloud cost reporting cannot provide.
Requests that would exceed a limit are stopped before costs are incurred.

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    Features

    Managing Your AI Budgets & Limits

    Centrally manage the AI budgets of your user groups and users. Define budget limits for departments, AI agent systems, or individual users. Distribute your AI budgets according to the needs of your company or organization to avoid unplanned costs.

    6a1dc4900b1eba0b99c77d11 1 budget
    Features

    Managing Your AI Budgets & Limits

    Centrally manage the AI budgets of your user groups and users. Define budget limits for departments, AI agent systems, or individual users. Distribute your AI budgets according to the needs of your company or organization to avoid unplanned costs.

  • Features

    Monitoring & Analysis of Your AI Costs

    Monitor your AI costs and the budget status of your AI agents or users clearly and in real-time. Receive monthly cost reports for your internal billing processes. Analyze your AI consumption based on your cost centers and budgets.

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    6a1dc9361720516492709a89 1 cost dash 1
    Features

    Monitoring & Analysis of Your AI Costs

    Monitor your AI costs and the budget status of your AI agents or users clearly and in real-time. Receive monthly cost reports for your internal billing processes. Analyze your AI consumption based on your cost centers and budgets.

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    Features

    Plug & Play integration into your existing AI solutions

    Integrate Token Control into your AI solution using our transparent REST API-based approach—simply and without any additional development effort. Also into your existing AI platform and your chat.

    6a1dcc39ecf4f9491635c171 1 integration
    Features

    Plug & Play integration into your existing AI solutions

    Integrate Token Control into your AI solution using our transparent REST API-based approach—simply and without any additional development effort. Also into your existing AI platform and your chat.

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"With token control, you avoid hidden costs caused by increasingly complex agent systems."

Suad Wolgram, Product Manager, white duck GmbH

Governance

Access under control

Token Control makes transparent who uses which models, what is allowed and who is responsible. Directly controllable and auditable documented.

  • Features

    Organize your business entities

    Manage your business entities centrally by clearly structuring user groups, departments, cost centers, or solutions such as AI agents, chats, and applications. Manage access rights and budgets in a targeted manner to ensure transparency, efficiency, and control over your AI models.

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    6a1dce4f867e57dc6a4d278f 1 setup
    Features

    Organize your business entities

    Manage your business entities centrally by clearly structuring user groups, departments, cost centers, or solutions such as AI agents, chats, and applications. Manage access rights and budgets in a targeted manner to ensure transparency, efficiency, and control over your AI models.

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    Features

    API Key Management for Your AI Solutions

    Create and manage dedicated API keys for your AI solutions to control access individually and ensure security. Enable targeted use by specific applications, projects, or user groups, and maintain oversight of resource control for your AI models.

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    Features

    API Key Management for Your AI Solutions

    Create and manage dedicated API keys for your AI solutions to control access individually and ensure security. Enable targeted use by specific applications, projects, or user groups, and maintain oversight of resource control for your AI models.

  • Features

    Compliance Dashboard

    The standalone Compliance Dashboard shows the regional model distribution, an overview of content filters with blocked, filtered, and allowed requests by level and category, and the latest activities.

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    6a1dd7b22e81166bc977251a 1 compli
    Features

    Compliance Dashboard

    The standalone Compliance Dashboard shows the regional model distribution, an overview of content filters with blocked, filtered, and allowed requests by level and category, and the latest activities.

Katharina
"Uncontrolled API key distribution leads to shadow AI and compliance risks. Token control creates the necessary structure for secure and traceable AI use."

Nico Meisenzahl, COO, white duck GmbH

Compliance

Meet regulatory requirements

With the EU AI Act, the GDPR and sector-specific requirements such as DORA and NIS2, the regulatory framework is becoming concrete.
Token Control provides the operational basis to implement these requirements.

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    Features

    Control Access to Your LLM Models

    Monitor and control access to your LLM models with clearly defined TPM limits (tokens per minute) per application. Set individual usage limits for applications, teams, or projects to ensure regulated resource utilization and guarantee optimal performance of your AI models.

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    Features

    Control Access to Your LLM Models

    Monitor and control access to your LLM models with clearly defined TPM limits (tokens per minute) per application. Set individual usage limits for applications, teams, or projects to ensure regulated resource utilization and guarantee optimal performance of your AI models.

  • Features

    Full traceability

    Every request is documented in a traceable manner using a correlation ID, including token usage, model deployment, timestamps, and status information. Your content remains private: prompts and responses are not stored.

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    6a1dda0dd5307d90a89654dd 1 log traces
    Features

    Full traceability

    Every request is documented in a traceable manner using a correlation ID, including token usage, model deployment, timestamps, and status information. Your content remains private: prompts and responses are not stored.

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    Features

    Data Storage and Processing in the EU

    All data is processed and stored in the EU—entirely within the EU Data Boundary. In the optional private model, Token Control runs directly in your Azure subscription with your existing security and governance policies.

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    Features

    Data Storage and Processing in the EU

    All data is processed and stored in the EU—entirely within the EU Data Boundary. In the optional private model, Token Control runs directly in your Azure subscription with your existing security and governance policies.

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"The EU AI Act will be an operational reality from August 2026. Token Control provides the technical basis for the necessary transparency and compliance."

Markus Sümmchen, CEO, white duck GmbH

Get Started

SaaS

For your quick and easy entry into your AI management.

  • Fully managed solution
  • Integration with your existing AI solution
  • Pay-as-you-go
  • Data storage in Germany

Private

For your AI solution with complete data sovereignty.

  • Deployed in your own Azure environment
  • Siloed data storage
  • Tailored to your individual needs
  • Operated by us

Partners

For your market as our partner.

  • Dedicated multi-tenant environment
  • Your individual branding
  • Integrated with your solutions
  • Adapted to your business model

* All prices are subject to VAT. Monthly price based on the number of business entities, users and agents used.