SwiftCart is a regional e-commerce grocery platform operating in 12 metro areas across the U.S. It generates $420M in annual gross merchandise value (GMV), fulfills roughly 9.5 million orders per year, and competes against national grocery delivery apps as well as large retailers with in-house fulfillment. The company has grown quickly over the last three years, but customer complaints, rising fulfillment costs, and inconsistent service levels across cities have led the CEO to ask a core strategic question: what should “good operational excellence” look like for SwiftCart, and where should the company invest first?
You are the newly hired Head of Strategy. The board believes operations is now the main constraint on profitable growth. Some executives define operational excellence as lower cost per order; others emphasize on-time delivery, fewer substitutions, or better employee productivity. The CEO wants a practical definition tied to business outcomes and a 12-month plan that can improve performance without slowing growth.
SwiftCart must decide how to define operational excellence, which metrics matter most, and which operational levers should be prioritized across fulfillment, delivery, and customer service. Your recommendation should balance customer experience, economics, and scalability.
| Metric | Current | Best City | Key Competitor Benchmark |
|---|---|---|---|
| On-time delivery rate | 86% | 94% | 95% |
| Order accuracy | 92% | 97% | 98% |
| Cost to serve per order | $11.40 | $8.90 | $9.20 |
| Customer support contacts per 1,000 orders | 74 | 39 | 45 |
| Repeat purchase rate (90-day) | 41% | 53% | 50% |
Additional facts: