Case Studies
Frameworks applied to real operating problems
Each case study follows a consulting-grade structure: context, root cause, options, recommendation, and measured impact.
Replacing Dashboard Sprawl with a Single Constraint View
A multi-channel retailer had dozens of dashboards in weekly rotation and no reliable way to tell which metric actually mattered that week.
Time to identify the binding constraint
-73%faster
One Dependency Behind a Pattern of Construction Delays
A retail construction program's delivery delays looked like a dozen unrelated problems until one recurring dependency failure tied them together.
Average project delivery delay
-58%reduced
When ROI-Approved Remodels Don't Move the Numbers
A department store chain's remodel program cleared every ROI hurdle store by store, and company-wide performance still didn't move.
Constraint-alignment rate of approved projects
+38 ptsimproved
Rebuilding a Site-to-Opening Planning Process
A big-box retailer's store openings had fallen into a pattern: late, over budget, and blamed on a different excuse each time.
Planning-to-opening cycle time
-19%improved
Why Execution Varied Across a 200-Store Banner
Inconsistent execution across a 200-store banner wasn't a discipline problem. It was a translation gap between strategy and operations.
Cross-store execution variance
-46%reduced
Raising Cycle-Count Accuracy Without Adding Labor Hours
A pharmacy and convenience chain's cycle counts kept getting interrupted mid-count. The fix was scheduling, not headcount.
Inventory record accuracy
+11.2 ptsimproved
The Layout Redesign That Fixed the Wrong Stage
A department store chain funded a layout redesign for 'confusing store experience.' The actual drop-off was happening earlier in the journey.
Orientation-stage drop-off
-34%improved
Improving Associate Labor Utilization
An illustrative engagement staffing a specialty apparel chain to its actual hourly demand curve instead of its average daily demand.
Peak-hour coverage ratio
+31%improved
Why New Stores Underperform for Their First Two Quarters
A multi-banner discount retailer's new stores consistently lagged mature-store benchmarks well past their opening period.
Time to mature-store performance
9 weeks-61%
Decomposing a Stalled Productivity Metric
A 120-store big-box chain's blended productivity metric had stopped moving — because it was hiding three separate levers pulling in opposite directions.
Sales per labor hour
+9.4%improved
Solving a Recurring 5pm Checkout Bottleneck
A regional grocery chain's checkout lines backed up at the same time every evening. The Operational Friction Index found why.
Peak-hour queue time
3m 40s-42%