Welcome, everyone. We're so thrilled to be here with all of you for our tenth edition of Coveo Relevance three sixty. I'm Sheila Morin. I'm the chief marketing officer here at Coveo. The theme of today's event is Rethink AI, get real Gen AI results fast. In twenty twenty three, twenty twenty four, while the industry was buzzing and markets were hyping about GenAI, Coveo went above and beyond experimentation. Our generative answering solutions are now in market, and our customers are seeing real concrete results. This is what we want to talk about today. We want to help you understand how AI and GenAI can give you a real competitive advantage in e commerce, customer service, website, and workplace applications. How it can increase customer satisfaction and improve your business outcomes significantly. For those of you who are just getting to know us, Coveo is a leading enterprise AI platform that enables individualised, relevant, and trusted digital experiences at scale, with AI search, AI recommendations, Gen AI answering, and unified personalization. Coveo AI powers the digital experiences of some of the biggest brands, like Salesforce, SAP, Famous Footwear, F5, Dell, HP, Athenahealth, Calerais, Medallia, and many more. Cobayo helps these companies gain the AI experience advantage they need in their highly competitive markets. If your team is struggling to implement AI, or looking to understand where and how to invest in AI, Relevance three sixty is all about helping you create a strategic AI roadmap to future proof your enterprise for twenty twenty four and beyond. The next hour is going to be fun and insightful. Let's make it interactive. Don't be afraid to ask your questions and share your thoughts. You can use the chat feature to interact live with our, with other participants and with our team, and the Q and A feature to send your questions. First up, you'll hear from our chairman and Coveo, Louis Teteu. He will share our early adopters and innovators are moving quickly and capitalizing on generative AI for real results, A total game changer. We will be joined by Zach Cass, an AI futurist and former head of Go to Market at OpenAI. Next, we'll hear from from some of Coveo and customers and partner who will talk about concrete AI and Gen AI outcomes. Then we will hear from Rowan Curran, a Forrester analyst, about how winning Gen AI experiences start with relevance augmented search. Finally, our co founder and CTO, Laurent Simonon, will showcase our latest exciting innovations. Without further ado, Louis, take it away.