About this example: This is a demonstration, not client work. The data is synthetic and contains no employer, guest, employee, or proprietary information.
01
The operating problem

A three-location restaurant group reviews yesterday's sales, labor, and overtime every morning—but each system exports a different file and nobody trusts the combined spreadsheet.

Location names do not match across files. Dates use different formats. One manager rebuilds formulas by hand. Missing rows still produce a report, so an incomplete answer can look finished. By the time overtime risk is visible, the schedule has already been worked.

The practical question

Can the three reports become one short daily list showing only the locations and days a manager should check, without hiding numbers that are missing or do not match?

02
The proposed workflow

Yesterday's POS sales export, worked labor export, and current overtime projection—provided as CSV or Excel files by the person who already owns the morning review.

A local, repeatable review that matches location names and date formats, checks the totals against the original reports, calculates labor percentage and sales per labor hour, flags possible overtime, and produces a short list of items to check.

What this first version does not include

No live POS integration, no scheduling changes, no payroll decisions, no forecasting model, and no custom application. The workflow supports the manager's review; it does not replace managerial judgment.

03
Guardrails before convenience

A fast answer is not useful if the team cannot tell whether the inputs were complete, the totals matched the original reports, or the same rules were used each time.

  • Stop when a required file, column, date, or location is missing.
  • Check that source totals match before calculating anything else.
  • Keep alert levels visible and adjustable by the person who owns the process.
  • Link each flagged item back to the original row used to create it.
  • Record when the review ran, which files it used, and whether the checks passed.
Failure behavior

If something is missing or does not match, the workflow stops and explains what needs to be corrected. It does not produce a partial report that looks complete.

04
Illustrative output

A short daily list that keeps the original numbers visible, explains why an item needs attention, and leaves the decision with the manager.

LocationSalesLabor %Sales per labor hourOvertime riskStatus
Lakeview$18,42028.4%$72NoneOn track
Market$12,89034.7%$586.5 hrsReview
Mobile$7,46031.2%$642.0 hrsWatch
How success would be measured

A real project would begin by agreeing on what improvement means: less time rebuilding the report, fewer missed problems, totals that match, and a review the manager can explain and trust. Those results would be measured during the work, not assumed in advance.

Have a workflow like this?

Start with the process that keeps breaking down.

Describe the work, the available inputs, and the decision that needs to improve. I'll help you understand what is getting in the way and determine the next practical step.

Tell me what's not working

No automatic sales call. The problem comes first.