Xaver has addressed the growing demand for personalized financial advice by developing an AI-driven knowledge engine built on the Qdrant platform, designed to deliver real-time, compliant guidance across various digital channels. This system includes a two-tier retrieval architecture, comprising a condensed knowledge base for quick responses and a full knowledge base for more complex inquiries, which minimizes latency and ensures high-quality interaction. By leveraging Qdrant's capabilities, Xaver has successfully scaled its advisory services without compromising on performance or compliance, allowing financial institutions to modernize customer interactions with a digital-first approach while maintaining the trust and regulatory standards of traditional consultation methods.