A multi-store retailer. Three years of transaction data. No visibility into where the margin was going. This is what the Safeguard System surfaces — and what it leads to.
This case study is illustrative and draws on the types of findings typical of Safeguard System engagements. It does not represent or identify any named client.
Store locations across two regions
Transactions analysed
Revenue under study
Data handover to full findings brief
Total revenue showed a downward trend across 36 months. But the decline was concentrated in two locations masking modest growth in three others. Management was averaging the wrong numbers and applying blanket cost-cutting that was hurting the high-performing stores.
from misallocated resources between store locations
Discount decisions were being made at point of sale without policy, authority levels, or margin floors. High-volume customers were receiving the same — or worse — discount rates as low-value browsers. The largest single leak in the business. Fixable with a discount policy and two rules.
from implementing a structured discount policy
RFM analysis across 60,000 transactions identified four distinct customer tiers. The highest-value segment — Champions — were receiving the same marketing treatment as the lowest tier. No retention strategy existed for any group. Implementing tier-specific communication for Champions alone projected an additional GHS 600K in retained revenue annually.
from Champion tier retention programme alone
Segments sized by revenue contribution, not customer count.
Time-series forecasting on 36 months of data revealed clear seasonal demand peaks that the business was systematically unprepared for — understocked during peaks, overstocked in troughs. A 90-day forward forecast gave management the lead time needed to align procurement, staffing, and promotions.
from demand-aligned inventory and staffing
| Period | Forecast | vs Prior Year |
|---|---|---|
| Jul | GHS 890K | +4.2% |
| Aug | GHS 1.02M | +8.7% |
| Sep | GHS 1.18M | +12.1% |
| Oct | GHS 1.31M | +15.4% |
| Nov | GHS 1.44M | +18.9% ↑ |
Time-series model · 3yr training data · 80% confidence intervals
Three discount tiers by customer segment. No discount above 15% without director approval. Implementable in 30 days.
Identify the top 12% of customers. Assign dedicated relationship management. Personalised pricing and quarterly reviews.
Use 90-day forecast to align purchase orders. Reduce trough overstock by 30%, increase peak pre-orders by 25%.
Separate reporting per location. Redirect marketing and staffing budget from underperforming to high-potential stores.
Product portfolio analysis identified lowest-margin, lowest-velocity SKUs draining working capital. 60-day exit plan.
Revenue vs forecast, margin by segment, discount compliance rate, and Champion retention score — delivered as a clear KPI scorecard or dashboard when relevant.
in recoverable annual revenue across four findings
The Safeguard System · 4-week engagement
Start with the Free Insight Drop. Three months of your sales data. 72 hours. Real findings on your actual numbers.