Observed arrival · 2026-08-22
Mesurato Audits the AI Tool Bill
A German-language dashboard for comparing enterprise AI spending, licenses, and actual team usage across tools such as Copilot, ChatGPT Enterprise, Claude, and Teams.
Why it surfaced
Its demo for a 620-person manufacturing company puts a concrete number on the enterprise AI sprawl problem: €171,000 in annual tool spending, with 41% attributed to unused licenses. The dashboard also emphasizes aggregated team data rather than personal analysis, making the operational question unusually legible.
A German-language dashboard for comparing enterprise AI spending, licenses, and actual team usage across tools such as Copilot, ChatGPT Enterprise, Claude, and Teams.
Observed signals
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Editorial observations of this landing page, not a rating.
One card from the complete issue