The operating system for AI economics
How AI usage and infrastructure cost scale across your organization.
Model token consumption, operating cost and infrastructure load by department, seniority, model and adoption scenario. Backed by the same benchmark assumptions used to plan enterprise AI rollouts.
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Embedded in core workflows. Mixed adoption.
AI-assisted tasks
3 / 3Annual estimate
$3.0K
Total token OpEx for 10 employees · Claude Sonnet 4
Tokens per employee / year54.00M
Total tokens / year540.00M
Input tokens421.20M78%
Output tokens118.80M22%
Cost per employee / year$304.56
Avg daily tokens / employee225.0K
Blended price$3.00 in · $15.00 out / 1M tokens
Working days assumed220
Task coverage100%
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