A five-step spot-check routine

Module 1: What AI already does in your job

Course outline

Quick check

Guess first, no penalty. You have 200 extracted rows and 20 minutes. Which plan catches the most real errors?

A spot-check means comparing what the AI typed with the original documents. Do these five things every time, in this order. The routine takes a few minutes and saves you from re-doing a whole file later.

  1. Check a sample against the originals. Pick 10 rows out of every 100, from the top, the middle and the end. Compare each field to the source document.
  2. Re-add the totals yourself. Use a calculator or a spreadsheet formula. Never copy the total line from the AI output.
  3. Check every date against the source format. Find out whether the source is DD/MM/YYYY or MM/DD/YYYY, then confirm each date matches. Do not sample dates, check all of them.
  4. Look for blanks and duplicates. Sort each column and scan for empty cells and repeated invoice numbers or names.
  5. Keep a log of fixes. Write down what was wrong each time. Patterns show up fast.

A checklist you can copy

SPOT-CHECK CHECKLIST
File: [file name]     Date: [date]     Checked by: [your name]

1. Sample: checked rows [1-5], [45-50], [95-100] against originals
2. Totals: re-added, found [0] mismatched totals
3. Dates: source format is [DD/MM/YYYY], checked all [100] dates
4. Blanks and duplicates: [0] blanks, [0] duplicate invoice numbers
5. Log: recorded [n] fixes, most common error type: [type]

Sign-off: [your name]

Fill the gaps

Fill the gaps in a finished checklist for a 100-row file.

Checklist

Sample: checked rows against originals Totals: Dates: source format is DD/MM/YYYY, checked

Practice the routine in the Check the AI's numbers lab, a hands-on exercise on JobRise: an AI summary of a month of expenses makes six claims, and you trace each one back to the rows before you sign it off.

Try it

Your steps, about 1 minutes

0 of 1
  1. 1.Copy the checklist and change one line to fit the data you work with, such as your own date format or the field that fails most.1 min

Practice

Question 1 of 3

The AI output for a 60-row file ends with a total of $48,210.00. It matches the total printed on the source page. What do you do with it?

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