Welcome everybody. We are so thrilled to be here with all of you for our latest edition of Relevance three sixty. I'm Elaine Cobb, chief customer officer here at Coveo and I'll be your host for this virtual event. And I couldn't be more excited for what we have in store for you today. The theme of today's event is gaining the AI experience advantage. At Coveo, we believe business leaders must seize the AI experience advantage opportunity. Why? Because in the last nine months, the expectations of your customers and employees have shifted dramatically. The worlds of AI search, recommendations, generative chats and personalization all converge into a new more modern AI experience paradigm. Now, what does the AI experience advantage mean? It means you can deliver the exceptional experiences your customers and employees want without making any trade offs. With ai, you can gain superior business outcomes while delighting your customers with a great experience. But what does an exceptional experience look like today? What do your customers and employees really want? They want personalized, proactive, prescriptive, conversational advisory experiences. Coherent and connected across all your touch points. So how do you manage and optimize simultaneously the high volume and variety of your content or products and a very large and diversified audience All while maximizing business outcomes. Of course, the answer is AI. And that's why Coveo exists. For those who are just getting to know us, Caveo is the leading AI powered relevance platform. We have eighteen years of experience working with large enterprises and a decade in applied AI. We deliver AI search generative answering, AI recommendations, one to one personalization, merchandising, analytics and more. Caveo helps enterprises deliver personalized, relevant, profitable experiences at scale across ecommerce, service and the workplace by using search data and ai. Now we have an action packed agenda. Our aim is really to inspire, to engage with you and to learn together. We're gonna tackle questions like how do you create trusted, personalized and highly connected AI experiences that help users achieve more on their own? How do you get started with generative question answering capabilities with confidence? And how do you get trusted results that scale and benefit your key customer and employee facing digital experiences? Today is going to be a lot of fun. Let's really make it this interactive. Don't be afraid to ask questions, you know, share your thoughts, join the conversation on social too with the hash tag relevance three sixty. So make yourself comfortable, grab that coffee, let's get ready for an exceptional AI driven experience. And if you're a Coveo customer, be sure to stay tuned to the very end for an exciting announcement. Now as we get started, I wanna make sure you're comfortable with what's happening in front of you on zoom. You can use the chat feature to interact live with other participants and our team and the QA feature to send in questions. These are easily accessed on the bottom of your screen. So your time is precious so we've really planned for a concise one hour session today. First up, we'll hear from our chairman and CEO Louis Tetsout on our vision at Coveo, how we have developed our generative AI capabilities for enterprises and how AI is an imperative to win in this market. Louis will be joined by Kaveo customer, Swiram Sidharaman, SVP and CIO at Synopsys. He'll share his own GenAI point of view and strategy for applying AI across his business. Finally, we'll hear from our co founder and chief technology officer Laurent Simonon on where we are with our generative answering capabilities and other very exciting innovations and innovations and what we're working on next.