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What is the Context Tax costing you this year?

Four inputs. One honest number. The calculator uses the same model behind SphereIQ's AI Economics Intelligence™ — the cost of knowledge friction, and what a governed AI layer recovers.

Free · Interactive · AI Economics Intelligence™

Your organization
1typical 4–812
40%conservative60%
Enter your numbers

Add your headcount and loaded cost, and your annual Context Tax — and what a governed AI layer recovers — appears here.

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The complete PDF with your numbers — the formula, the worked example, the recovery logic, and the conservative assumptions, so your CFO can argue with the math, not the vibes.

Model: Context Tax = people × hours/week × 46 working weeks × (loaded cost ÷ 2080). McKinsey's Global Institute puts time spent searching for and gathering information near 1.8 hours a day; 4–8 hrs/week of genuine friction is a conservative planning range. Recovery is held to a documented 40–60% band.

Questions, answered.

What is the Context Tax?
The Context Tax is the recurring cost of knowledge friction in an organization: hours spent searching for information, re-asking answered questions, and re-creating work that exists. It typically amounts to 4-8 hours per knowledge worker per week.

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