John Shao

“I think it's interesting to see a global consumer health company moved away from a competitor. I believe you also won a stock heat beverages. So is this some kind of new normal that you're gaining momentum in a consumer vertical, which has historically been dominated by, you know, competitors like Blue Younger?”

“For Lightspeed AI, my understanding is there are going to be more advanced features to be added, like catalog assistance and store generators. Could you first remind us the timeline for those additional features and maybe also talk about any margin implications?”