Initiated in 2008, the Canadian Advanced Network for Astronomical Research (CANFAR) has evolved into an advanced science platform, a cloud-native framework for remote analysis of astronomical data. This innovative platform is designed for a diverse range of users, from large-scale groups like CHIME-FRB, to individual researchers in remote institutions. It offers intuitive interfaces such as notebooks, desktops, visualizers and IDEs, all accessible through a browser. These are supported by multi-tiered storage and Kubernetes orchestration. A comprehensive REST API facilitates seamless integration and automated batch processing. CANFAR stands out by combining conventional desktop analysis with cutting-edge, browser-based interfaces and GPU-accelerated machine learning capabilities. This unique blend has made it a hub for a varied user community, establishing it as a unified platform for comprehensive astronomical data analysis.