Orvynt AI develops intelligent, reliable, and practical AI applications using AMD technologies. Our current focus is DocTrace AI, a Retrieval-Augmented Generation (RAG) system that combines document understanding, semantic search, and evidence-based question answering. We aim to explore GPU-accelerated AI inference, improve information accessibility, and create scalable solutions for real-world challenges.