How the estimate is figured
No mystery, and no benchmark doing the heavy lifting. The estimate is the sum of three lines, and each one is a number you entered multiplied out across your own operating year:
- Re-keying labor. The people who re-key data, times the hours each spends per week, times your weeks per year, times your loaded labor rate.
- Paper handling. Your paper capture points, times the minutes per day spent filing, copying or re-entering each one, times your operating days per year, converted to hours and priced at your rate.
- Chasing numbers. The minutes lost per shift chasing numbers that should be at hand, times your shifts per day and operating days per year, converted to hours and priced at your rate.
That is the whole calculation. It is deliberately conservative. It counts only labor hours you can point to, and it leaves out the things paper also costs you that are harder to price on the spot: scrap and rework from a number caught late, a decision made on a stale figure, a customer or an auditor waiting on a trace. Those sit on top of the figure the quiz returns, not inside it.
Why we will not quote you an average
Because the average across other people's plants would not tell you what to fix on yours. A number you produced about your own floor survives a budget conversation. A number we made up does not. If you would rather walk the floor and count the inputs by hand first, the Manufacturing Paper Audit is the long version, and the AI Readiness Assessment scores where the plant sits in two minutes.
Why the typing is the cost, not the paper
Paper at the point of use is often the right tool. A clipboard needs no login, works in a glove, survives a wash-down, and never waits on a network. The cost is not the clipboard. It is everything that happens after: the record has to be filed, copied, and typed into a system before anything can read it, and until it is, the number does not exist to any software, report, or agent.
That is why the three lines in this quiz are all labor. Re-keying, paper handling, and chasing numbers are the human tax a plant pays to move a figure from where it was written to where it is needed. It is also the most legible cost on the floor, because it converts straight into a budget conversation.
Where this fits in the sequence
The plants that clear this out did the same unglamorous thing in the same order: digitize, connect, unify, before any AI. That is Phase 1, and it is the phase that removes the typing this quiz priced.
Phase 1 · Lay the Data Foundation · Digitization
Every pen-and-paper record digitized at the station, every software system connected, and all of the data unified into one live layer. The number this quiz returns is the recurring cost Phase 1 is designed to remove.
Phase 2 · Production & Operations Scale
Factory operations turn proactive: live sensors and machine data, the AI scheduling board, predictive maintenance before failure.
Phase 3 · AI-Native Operations
Agents across the floor and the back office act on the live layer: quality signals, reports, copilots. Humans approve.
A plant paying a heavy paper tax is at the start of Phase 1, whatever it has been sold. That is not a criticism. It is a description of the order the work has to happen in.