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Case studies

Three engagements described with the actual figures. Client names are withheld or shortened at their request; the numbers are taken from their own systems and were signed off by them at closure.

Reporting & Analytics

Month-end close cut from four days to one

Wholesale distributor, Chesterfield County VA

A 62-employee distributor closed its books over four working days every month. Six people maintained overlapping reconciliation spreadsheets, each with a slightly different definition of an open order.

What we did

  • Mapped all 14 reconciliation touchpoints and found 5 were duplicates
  • Agreed a single definition of an open order across sales, warehouse and finance
  • Rebuilt the close pack as one automated workbook sourced directly from the ERP
  • Trained two finance staff to own and amend the workbook
Month-end close cut from four days to one
4 days → 1 dayClose duration
11 of 14Manual exports removed
≈ 46Staff hours saved monthly
5 weeksEngagement length
Operations Assessment & Documentation

Changeover time down 34% without new equipment

Contract manufacturer, Petersburg VA

A three-line contract manufacturer was quoting eight-week lead times it could not hit. Management assumed the constraint was machine capacity. Two days of observation showed it was changeover discipline.

What we did

  • Timed 22 changeovers across all three lines and all shifts
  • Separated internal from external setup tasks and moved 9 tasks off-line
  • Built shadow boards and pre-staged tooling kits for the four most common changes
  • Wrote a two-page changeover procedure and trained every shift lead
Changeover time down 34% without new equipment
72 min → 47 minAverage changeover
$0Additional capital spent
71% → 89%On-time delivery
7 weeksEngagement length
Fractional Operations Support

Quote follow-up recovered $180k of annual pipeline

Home services company, Henrico County VA

A 19-person residential services firm issued around 40 quotes a week and had no idea what happened to most of them. Follow-up depended on whichever estimator remembered.

What we did

  • Built a single quote register from three separate sources
  • Set a two-touch follow-up rule at day 3 and day 10 with named ownership
  • Added a weekly 15-minute pipeline huddle to the operations rhythm
  • Coached the office manager to run the register independently after 60 days
Quote follow-up recovered $180k of annual pipeline
38% → 96%Quotes followed up
22% → 31%Quote-to-win rate
≈ $180,000Annualised recovered value
3 days per monthSupport model
Results described on this page were achieved by specific clients under specific conditions and were measured against their own baseline data. They are shared to illustrate the type of work OPSA performs. They are not a promise, projection or guarantee of results for any other business.

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