When Blooms Arrive Late

A Petaling Jaya online florist wanted to know why refunds kept eating into margin when deliveries looked fine. Bloom House Concierge delivers on time 88% of the time, so on the surface the operation is healthy.

The refund log said otherwise, and it was misleading. Refunds cost RM 30,513 over six months across 2,409 orders. Only one in five was tagged "late delivery"; most were filed as "damaged" or "wilted flowers". When each refund was re-checked against the actual delivery time, 70% of the refund money sat on orders that had genuinely run late. The reason field hid the real cause.

The delay itself was concentrated, not spread. Three patterns explain most of it:

• A volume cliff. On-time delivery holds at 92% up to about 35 orders a day, then falls to 67% at 36 to 50 orders and 47% once volume passes 50. Peak days like Valentine's and Mother's Day break the shop.
• Fault flips by zone. For Klang Valley late orders, 76% of the delay is internal, the shop dispatching too late, not the courier. Outstation is the reverse: 82% is courier transit, with Pos Laju and Ninja Van turning 15 to 16% of their orders into refunds.
• A refund cliff. An on-time order refunds 4.8% of the time; once it slips past six hours late that jumps to 37%, and past a day to 80%. Condolence orders refund 73% of the time when they arrive late.

The refund money concentrates where the delay does: fresh flowers are 81% of orders but 90% of refund cost.

The recommendation is to fix delay where it clusters, outstation couriers first, then peak-day staffing, and to record actual lateness beside the reason field so delay stops hiding behind "damaged".