PLATFORM

Dashboard Transparency Across Usage, Costs and Business Value

Organizations that want to use AI sustainably need to understand how it is actually being used. Which models are being deployed? Which agents are particularly active? Where is most of the resource consumption occurring? And which applications deliver real value in everyday business operations?

QBIT42 Dashboard showing token usage per user and language model

The QBIT42 Dashboard provides a centralized overview of AI usage across the organization.

Administrators and organizational owners can track which agents and models are being used, monitor token consumption and analyze usage patterns across different time periods.

These insights help organizations allocate budgets, set usage limits, identify particularly active agents and optimize the performance and cost of different language models.

Visual analytics also provide insights into how extensively AI is being adopted throughout the organization and where further opportunities for optimization exist.

For additional transparency, audit and logging capabilities are available. Administrators can export detailed logs to review and trace activities that have taken place within the platform.

The dashboard is continuously evolving, helping organizations develop their AI strategy not only from a technical perspective, but also on a sound economic and operational basis.

Know what is happening. Understand what it costs. See what it delivers.

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