A SuperDupr Framework
The Manual-Work Tax
Every business pays a hidden tax on repetitive manual work. The Manual-Work Tax quantifies it: people × hours per week × 52 × loaded hourly cost — and how much AI could recover. Enter your numbers below.
Want the full breakdown — plus which workflows to automate first to recover it? Drop your email.
Why the Manual-Work Tax is so expensive
It's invisible because it's spread across every team and accepted as "how the work gets done." But it compounds: McKinsey estimates that about 60% of jobs have at least 30% of activities that could be automated with current technology (McKinsey). For most businesses, that 30% is the data entry, reconciliations, document processing, reporting, and routine replies your team does by hand every week — paid for in salaries, not software.
How to stop paying it
You don't automate everything at once — you start with the highest-volume workflow and let AI handle the routine 60–80% while people review exceptions. An AI workflow automation or multi-agent ops system recovers the hours this calculator quantifies. See AI agents for business operations for where to start, and build vs buy for how to own it.
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Manual-Work Tax — FAQ
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The Manual-Work Tax is the annual cost a business pays for repetitive, manual back-office work that could be automated: the people doing it × hours per week × 52 weeks × their loaded hourly cost. It turns an invisible, accepted cost — 'that's just how the work gets done' — into a dollar figure you can act on.
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Annual manual-work cost = number of people doing manual ops work × hours per week each spends on it × 52 × loaded hourly cost. The recoverable amount = that cost × the share that's automatable (often 60–80% of routine back-office tasks). The calculator does this live as you change the inputs.
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Repetitive, rules-and-language tasks across operations: data entry and reconciliation, copying information between systems, processing invoices and documents, building the same reports each week, answering routine emails and tickets, scheduling, and chasing approvals or follow-ups. Anything a person does the same way over and over is part of the tax.
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For most routine back-office workflows, AI can handle roughly 60–80% end-to-end, with people reviewing exceptions and edge cases. The exact share depends on the process and your tolerance for human-in-the-loop checks. Start with one high-volume workflow, measure the recovered hours, then expand.
Stop paying the Manual-Work Tax
We build AI automation systems that take over the repetitive back-office work — and recover the hours and cost this calculator just showed you.