We partnered with a nationwide retail group to reshape its digital experience end to end: unifying the membership system, restructuring the in-store sales-assistant workflow, and optimizing the mini-program interactions.

After launch, key conversion metrics improved markedly and user satisfaction rose in parallel. This article reviews the critical decisions and the pitfalls we hit along the way.