asvin Risk by Context (RBC) is a cyber risk management platform designed for industrial and critical infrastructure organizations. It combines AI, graph analytics, and topological mapping to model cyber risk within a business context, even when asset or network data is incomplete. The platform generates a proprietary Risk by Context (RBC) Index by correlating cybersecurity metrics, network and asset data, and business data. It maps relationships between assets, vulnerabilities, threats, and business impact to help security teams identify and prioritize the risks that have the greatest real-world consequence. The interface provides a layered visualization approach: - An organizational overview dashboard showing risk levels across all locations and their interconnections - A location-level view displaying all network segments and their cyber risk status - A segment-level view with detailed insights into individual assets, their connections, and context element ratings The platform is designed to bridge IT and OT environments, addressing the differing security priorities and models across these domains. It also supports compliance readiness for standards such as NIS2 and IEC 62443 through traceable, context-rich risk reporting. Risk by Context is intended to help security and operations teams reduce alert fatigue from generic vulnerability scores, model risk in black-box or low-visibility environments, and align IT, OT, and compliance stakeholders around a shared understanding of risk.