What does manual data entry actually cost?
Corey Payne · August 11, 2026
At the national median wage for data-entry work — $19.88 an hour, per the May 2025 BLS survey — an hour a day of re-typing costs about $7,400 a year once payroll burden is included, before counting errors. The formula is simple enough to run on your own numbers: hours per week × burdened rate × 52, plus what each error costs you.
The formula
Annual cost of manual entry = (hours per week × burdened hourly cost × 52) + (entries per year × error rate × cost per error). That’s it. Every input is knowable or estimable for your business, and nothing below requires trusting us — two numbers come from the Bureau of Labor Statistics, one range comes from peer-reviewed research, and the rest you supply.
The wage anchor
BLS’s May 2025 Occupational Employment and Wage Statistics survey puts the national median wage for Data Entry Keyers (occupation 43-9021) at $19.88 an hour. A wage isn’t what an employee costs, though: BLS’s Employer Costs for Employee Compensation (March 2026 reference quarter) puts wages and salaries at 69.9% of total compensationfor private-industry workers — benefits, payroll taxes, and insurance are the rest. So the fully burdened cost of a median data-entry hour is $19.88 ÷ 0.699 ≈ $28.44. One hour a day, 52 weeks: 5 × $28.44 × 52 ≈ $7,400 a year. If the person doing the re-typing is your office manager or you, substitute the real burdened rate — it is almost certainly higher.
The error term
People mistype. The research on human data entry puts typical error rates between 0.55% and 3.6% of entries (Barchard et al. 2019, Behavior Research Methods, citing Barchard & Pace 2011). The instinctive fix — having someone eyeball the entries afterward — barely works: Barchard & Pace found visual checking produced 2,958% more errors than double entry— roughly 30 times as many — and was not significantly better than not checking at all. Double entry (typing everything twice, independently) is the gold standard, which is also an admission: the reliable manual fix for manual entry is doing the work twice.
What an error costs is specific to your business — a mistyped quantity on a purchase order, a wrong digit on an invoice, a shipping address one number off. You know your own blast radius; put a conservative dollar figure on it and the formula does the rest.
A worked example — illustrative scenario
Every number in this section is an illustrative scenario, not a client result. A 20-person shop where orders arrive by email and get re-typed twice — once into the job system, once into invoicing. Say that’s 8 hours a week of entry across the office: 8 × $28.44 × 52 ≈ $11,800 a year. At a typing pace of 60 entries an hour, those 416 hours produce about 25,000 entries; at a 1% error rate — the low-middle of the published range — that’s roughly 250 errors a year. If catching and fixing the average error costs $20 in time and goodwill, that’s another $5,000, for a total near $16,800 a year — for work a connection between two systems does once, correctly, at typing speed no human matches.
Run it with your own numbers. If the result is under a few thousand dollars a year, automation is probably not your first project — we’ll say so. If it’s five figures, the fix usually costs less than one year of the waste: automation projects start at $4,000 (published on the pricing page), and the assessment measures your actual hours and error exposure before anything is built. The build itself is the Automation & Custom Software service.
Frequently asked questions
Our data-entry person is faster and cheaper than your numbers.
Good — use your real numbers; the formula doesn't care about the national median. But count all the people who re-type things, not just the one with "data entry" in their title. In most small businesses the re-typing is spread across everyone, which is why nobody sees the total.
Can't we just double-check the entries?
Checking by eye barely helps — that's the 2,958% finding above. The honest manual fix is double entry, which doubles the labor cost in the first term of the formula. That trade-off is exactly why typed-once automation wins: the error term and the re-typing term both drop at the same time.
What does fixing it cost?
Published prices: automation and custom software from $4,000; the two-week assessment is $3,500 or $4,500 fixed by size, and its report — including the fixes you can do yourself at no cost — is yours either way. The details are on the Automation & Custom Software page.
Want this arithmetic run on your actual business?
The assessment measures your hours and error exposure in two weeks, for a fixed fee.