Instrument an invoice pilot before you claim time savings
Adapted with AI from LOOMENSIA’s approved editorial material. All numbers below are fictional teaching examples, not customer results. Your invoice extractor finishes in ten minutes. The team still spends hours reviewing its output. If your dashboard records only extraction, it cannot tell you whether the pilot reduced staff work. 1. Set the comparison boundary Choose one period and record its…
When evaluating an invoice extraction pilot, it is crucial to accurately measure the time savings and avoid making premature claims. To do this, follow these steps:
1. Establish a comparison period by selecting a timeframe and recording the total invoice count. Time a manual sample that includes challenging invoices and replicate the checks performed during the pilot. Ensure that the comparison only includes reviewed manual work and separates unattended processing and waiting time.
2. Log five types of effort: setup, handling, review, correction, and maintenance. Enter the data into a spreadsheet with the following columns: period, invoice count, manual baseline minutes, setup minutes, handling minutes, review minutes, correction minutes, maintenance minutes, net staff minutes, and comparison notes. Calculate pilot staff minutes by adding setup, handling, review, correction, and maintenance minutes. Subtract the pilot staff minutes from the manual baseline minutes to determine net staff minutes.
3. Keep the initial period's cost visible for comparison. For instance, if the manual baseline for 100 invoices is 300 staff minutes, and the pilot requires 120 minutes for setup, 10 minutes for extraction and handling, 200 minutes for review, 30 minutes for corrections, and 20 minutes for maintenance, the total pilot staff minutes would be 380.
In this case, the pilot took more effort than the manual process. However, avoid dropping setup time as it is part of the overall effort. A later comparable period without setup could yield a projected gain of 40 minutes.
4. Before expanding the pilot, inspect the comparison for any changes in invoice volume, document mix, checks, corrections, or setup/maintenance activities. Determine the measured outcome that would justify continuing the pilot. Record negative results, as they indicate areas for investigation rather than dismissing the arithmetic.
5. Remember that time savings do not automatically translate to cost savings. Financial ROI calculations require actual costs and benefits with evidence. Begin by copying the header and timing your manual sample. For broader pilot boundaries, refer to LOOMENSIA's invoice automation guide. This method can be used independently without any purchase or account requirements.
Written by urgent.news from Dev.to's reporting — not their text. Machine-written — may contain errors; check the original before relying on it.
