Safeguard vs. Oxeye

Safeguard is an AI-powered application and software supply chain security platform designed to move security teams from vulnerability detection to automated remediation. The platform continuously inventories repositories, containers, software packages, dependencies, and other assets to create a live view of an organization's software environment. Griffin AI combines SBOM data, abstract syntax trees, call graphs, reachability analysis, exploit information, and business impact data to identify which vulnerabilities represent meaningful risk. Instead of generating a ticket for every finding, Safeguard can suppress unreachable issues and focus remediation efforts on vulnerabilities that can actually affect production systems. For actionable problems, its agents can author code changes or dependency upgrades, run automated testing, verify compatibility, and submit or merge pull requests under organization-defined policies. Safeguard also uses its Eagle adversarial model to search for zero-day vulnerabilities and test the validity of findings and proposed patches. Compliance capabilities automatically connect security activity and evidence to hundreds of frameworks while supporting SBOM formats such as CycloneDX and SPDX and recording SLSA provenance. The broader platform includes runtime defenses for AI systems, secure coding assistance, hardened zero-CVE packages and container images, Trust Centers, third-party risk management, and continuous security monitoring. Developers can work with Safeguard through IDEs, CLIs, source-control systems, CI/CD pipelines, cloud integrations, and more than 25 tenant-scoped MCP tools available to AI agents. Every automated action is designed to be logged, attributable, auditable, and governed by the same policies used throughout the platform.

Oxeye is designed to uncover vulnerabilities in the code of distributed cloud-native applications. By merging sophisticated SAST, DAST, IAST, and SCA capabilities, we provide a thorough risk evaluation in both Development and Runtime settings. Aimed at developers and AppSec teams, Oxeye supports a shift-left security strategy, streamlining the development workflow, reducing barriers, and eliminating potential weaknesses. Renowned for delivering reliable results with remarkable precision, Oxeye conducts an in-depth analysis of code vulnerabilities within microservices, offering a risk assessment that is informed and enriched by data derived from infrastructure configurations. With Oxeye, developers can effectively oversee and resolve vulnerabilities in their applications. We ensure clarity in the vulnerability management process by offering insights into the necessary steps to reproduce issues and identifying the exact lines of code that are impacted. Moreover, Oxeye integrates effortlessly as a Daemonset via a single deployment, requiring no changes to the existing codebase. This guarantees that security measures are non-intrusive while bolstering the protection of your cloud-native applications. Our ultimate aim is to enable teams to focus on security priorities without sacrificing their pace of development, ensuring a balance between speed and safety. In this way, Oxeye not only enhances security but also promotes a culture of proactive risk management within development teams.