← All case studies
Multi-location home-cleaning businessIn use weekly since February 2026

A weekly report that explains what changed, and why

An automatic Monday report that pulls from four systems and points owners to the next move.

5 hours
saved every week
3%
higher average price
4 → 1
systems combined into one weekly report
130+
reports since February 2026

The project in brief

  1. The problem

    Numbers lived in four separate systems. Reports showed what changed, never why.

  2. What we built

    One automatic weekly report, with a version for owners, managers and cleaning teams.

  3. The result

    5 hours back every week, and a 3% higher average price from repricing flagged customers.

How it works

Data sources · read only
Customer systemJobs, leads, staff
Payroll workbookHours and wages
Dispatch appRatings, drive times
Property recordsHome sizes
Clean and alignMatches names and pay weeks across systems
Analyze and diagnoseThe cause of each change, in dollars
Owner briefInternal: the full diagnosis, office by office
Approval stepOwners reviewNothing is published until they approve
Approved
Published to the company website
Manager scorecardWeekly bonus progress
Team scorecardsOne page per office
Quarterly closeBonus scoring and tier moves
Four sources, one approval step, three published reports.

Before and after

  • Monday reporting
    Before

    Hours of exporting and matching spreadsheets

    After

    Automatic, and ready for the owners’ review

  • Revenue changes
    Before

    What moved

    After

    Why it moved, in dollars

  • Pricing
    Before

    Price reviews fell through the cracks

    After

    Overdue customers flagged every week, lifting the average price 3%

  • Coaching
    Before

    “Slow cleaner” flags that were really just big homes

    After

    Each job compared with that home’s past visits

People stay in control

  • Owners approve every report before managers see it.
  • It reads the business’s systems but never changes them.
  • Recommendations grow revenue. They never cut hours.

Could this work for you?

Any business whose week starts with exporting spreadsheets, or whose reports say what changed but not why.

What task keeps landing back on your desk?

Tell us about it. We’ll start with a short conversation to see whether there’s a useful project.