asvin's Cyber Threat Intelligence (CTI) Layer is a module within the Risk by Context™ platform that converts unstructured threat data into structured, role-specific intelligence for large organizations. The system ingests threat data from multiple sources, enriches it using AI agents, and delivers outputs in both human-readable and machine-readable formats (PDF, JSON, API). AI agents standardize CTI notes from any input format into a normalized structure, enabling automated, scalable processing without manual intervention. Intelligence is contextualized per stakeholder role — CISOs, SOC teams, and compliance stakeholders each receive a prioritized threat landscape aligned with their operational responsibilities and business context. Threats are mapped directly to an organization's products and services rather than presented as generic advisories. The CTI Layer is designed to support alignment with regulatory frameworks including UN R155, NIS2, and the EU Cyber Resilience Act. It provides a unified, organization-wide threat picture intended to improve incident response coordination and document regulatory readiness across business units. Output includes dashboards, reporting views, and task management interfaces. The platform targets automotive and supply chain use cases among others, with specific mention of identifying vulnerabilities across supplier networks.