Case Studies
Frameworks applied to real operating problems
Each case study follows a consulting-grade structure: context, root cause, options, recommendation, and measured impact.
Using Data to Improve Operational Decision Making
An illustrative engagement replacing a retailer's dashboard sprawl with a single binding-constraint view that connects to the operating loop, not a wall of disconnected metrics.
Time to identify the binding constraint
-73%faster
Reducing Project Delivery Delays Across Retail Construction
An illustrative engagement identifying a single recurring dependency failure behind chronic delivery delays across a retailer's construction program.
Average project delivery delay
-58%reduced
Improving Capital Allocation for Store Remodel Programs
An illustrative engagement adding a constraint-alignment gate to a department store chain's remodel capital process after ROI-approved projects failed to move company-wide results.
Constraint-alignment rate of approved projects
+38 ptsimproved
Redesigning the Store Planning Process
An illustrative engagement rebuilding a big-box retailer's site-to-opening planning process after a pattern of late, over-budget projects.
Planning-to-opening cycle time
-19%improved
Standardizing Store Execution Across Multiple Locations
An illustrative engagement tracing inconsistent execution across a 200-store banner back to a strategy-to-operations translation gap, not a discipline gap.
Cross-store execution variance
-46%reduced
Improving Inventory Accuracy Without Increasing Labor Hours
An illustrative engagement raising cycle-count accuracy at a pharmacy and convenience chain by redesigning when counts happen, not how many labor hours are spent on them.
Inventory record accuracy
+11.2 ptsimproved
Optimizing Customer Flow Through Store Layout
An illustrative engagement isolating which stage of the customer journey a department store's layout redesign should actually target.
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
Reducing Operational Friction During New Store Openings
An illustrative engagement addressing why new-store performance consistently lagged mature-store benchmarks for the first two quarters after opening.
Time to mature-store performance
9 weeks-61%
Improving Big Box Store Productivity
An illustrative engagement decomposing a stalled productivity metric into its three underlying levers at a 120-store big-box chain.
Sales per labor hour
+9.4%improved
Resolving Checkout Friction at a Regional Grocery Chain
An illustrative engagement applying the Operational Friction Index to a recurring 5pm checkout bottleneck.
Peak-hour queue time
3m 40s-42%