Integrating JFrog’s end-to-end software and AI supply chain security with Port’s Internal Developer Portal creates a single, authoritative control plane for visibility, governance, and remediation. Security signals such as SBOMs, vulnerabilities, malicious package detections, license and policy violations, secrets, SAST and IaC misconfigurations, and AI model risks are ingested from across the JFrog platform and modeled in Port as first-class entities. These signals are correlated to services, artifacts, packages, environments, deployments, and owners, with contextual enrichment such as CVE applicability, runtime exposure, business criticality, and ownership. This provides continuous, real-time insight into software and AI supply chain risk, backed by centralized audit trails, lineage, and compliance views. Through this integration, Port transforms raw security findings into actionable outcomes for both security and engineering teams. Developers gain a shift-left experience with clear ownership, service-level readiness indicators, and visibility into issues surfaced from IDEs, CLIs, and automated scanners, while Port actions enable guardrails and AI-driven remediation such as opening fix PRs and tracking SLAs. Security teams benefit from a unified posture view across services and environments, consistent policy enforcement, exception management, and end-to-end traceability from source code and models through artifacts and deployments. The result is a shared, developer-friendly security workflow that scales governance and remediation without slowing delivery.