Hello, everyone, and welcome to Coveo Relevance 360. We're so excited to spend this next hour with you to talk about AI and how it can truly increase customer satisfaction, grow sales, reduce cost, increase profits, as well as the ROI on your digital transformation. We'll share our vision of how AI will evolve in the coming years. Talk about how it can truly help you be more successful today and explore the topic of large language models, LLM, like chat GPT and how Coveo is in a unique position to making these innovative features available, secure, powerful for leading enterprises as part of their customer service, commerce, and website experiences. We'll also have two customers join our CEO Louis Tetsu to discuss how they use AI at Salesforce and Calerais. And lastly, Laurent Simonot, our founder, president, and CTO will join us to talk about the evolution of our AI platform. So thank you for joining us today. Customers and non customers from everywhere in the world. We have people from New York, Montreal, Quebec, London, San Francisco. Tell us in the chat where you're from, and let's get started right away.