Safeguard

What Safeguard does

Safeguard is an autonomous self-healing platform for software supply chain security. It uses AI, specifically Griffin AI, to find, prioritize, and fix vulnerabilities across source code, containers, and AI models. The platform offers deep transitive dependency analysis, reachability analysis to reduce false positives, and continuous compliance monitoring. It supports various deployment models including cloud, on-prem, and air-gapped, and is designed for regulated environments with FedRAMP HIGH and IL7 architecture alignment, and SOC 2 Type II in progress. Safeguard aims to make software supply chain security a property of the toolchain rather than a periodic cleanup project, providing continuous visibility, automated remediation, and comprehensive analytics.

Products

• Griffin AIThe remediation brain that proves reachability, authors patches, runs CI, and merges PRs. It uses an OODA loop methodology to continuously monitor, analyze, and respond to vulnerabilities autonomously. It also performs deep transitive dependency analysis and exploitability prioritization.
• EagleAn adversarial model that surfaces Zero Days before CVEs exist and ships mitigations to affected repos.
• Safeguard CodeA local coding agent that writes and refactors securely by default, respecting repo conventions.
• Safeguard ESSCM (Enterprise Software Supply Chain Manager)A self-healing platform that helps secure software supply chains by starting with zero-CVE components, providing an IDE extension for secure coding, deep transitive dependency analysis, and autonomous self-healing.
• PortalA centralized platform for managing, sharing, and verifying SBOMs, ensuring EO 14028 compliance, and providing portfolio-wide visibility into risk posture.
• TPRM (Third Party Risk Manager)Provides deep visibility into vendor ecosystems, allowing users to request SBOMs, track vulnerabilities, and demand fixes from third-party software providers. It offers component-level visibility and cross-functional governance.
• Open Source Manager (OSM)Delivers 500K+ Gold components designed for zero critical CVEs, zero high vulnerabilities, and no known malware, with Attestation Level 2+ verification. It pre-vets and certifies open-source packages and container images.
• Safeguard AcademyOffers free courses and verifiable certifications in software supply chain and AI security.

Key capabilities

• Autonomous self-healing
• Zero-day discovery and remediation
• Reachability analysis for vulnerability prioritization
• Continuous SBOM (Software Bill of Materials) and AI-BOM generation
• Deep transitive dependency analysis
• Automated patch generation and pull requests
• Compliance framework support (FedRAMP HIGH, IL7, SOC 2 Type II, EO 14028, EU CRA, SSDF, SLSA)
• Cloud-agnostic deployment (15+ cloud providers, on-prem, air-gapped)
• Real-time security analytics and custom dashboards
• Predictive threat intelligence
• Risk prioritization engine
• Guardrails and policy enforcement
• MCP (Multi-Cloud Platform) Server security
• AI assistant integrations (Claude, ChatGPT, Gemini, Grok, etc.)
• IDE Extension for secure coding
• 500K+ Zero-CVE components and images
• Third-party risk management
• Cross-repo SBOM at portfolio scale
• SSO, SCIM & RBAC
• Immutable audit logging
• Security collaboration tools (Slack, Teams, Jira integration)

Use cases

• Eliminate vulnerability exposure
• Know what's in your software (SBOM/AI-BOM)
• Deploy self-healing containers
• Auto-fix vulnerabilities
• Comply with global regulations
• Zero-day discovery
• Asset discovery and inventory
• Guardrails and enforcement
• MCP server security
• AI remediation and LLM selection
• Policy enforcement
• Portfolio-scale supply chain security
• Third-party risk management
• Open source management
• Security analytics
• Security automation
• Security collaboration

AI approach

Safeguard uses its proprietary Griffin AI, Eagle, and Lion agents to autonomously find, prioritize, and fix vulnerabilities in the software supply chain. Griffin AI performs reachability analysis, authors patches, runs CI, and merges PRs. Eagle is an adversarial model that finds Zero Days. Lion is a local coding agent for secure code writing. The platform also uses AI for analytics, threat prediction, risk prioritization, and custom hardening of open-source components. It emphasizes an AI-native approach integrated with traditional AppSec tools.

Tech named: Griffin AI, Eagle, Lion, LLMs, Claude, ChatGPT, Google Gemini, Grok, Meta AI, Perplexity, Le Chat, Coral, Manus, Poe, Character.AI, Reka, Hugging Face, Writer, Apple Intelligence, Cursor, GitHub Copilot, Windsurf, Cline, Continue.dev, Sourcegraph Cody, Replit, Amazon Q, Vertex AI, Azure AI Foundry, Amazon Bedrock, Microsoft Copilot, NotebookLM, NVIDIA NIM, IBM watsonx, Databricks, Snowflake Cortex, Together AI, Groq, Fireworks AI, Replicate, Anyscale, Modal, Cerebras, SambaNova, Lambda, Lepton AI, Baseten, RunPod, Agentforce, Zapier, n8n, Dify, Stability AI, ElevenLabs, Runway, Luma AI, Midjourney, Suno, Adobe Firefly, Ideogram, Adept AI, AI21 Jamba, Allen AI OLMo, TII Falcon, G42 Jais, HyperCLOVA X, Kakao, LG EXAONE, NTT tsuzumi, CyberAgent, Sarvam AI, Krutrim, Aleph Alpha, DeepSeek, Qwen, ERNIE, Doubao, Hunyuan, Zhipu GLM, Kimi, MiniMax, Baichuan, iFlytek Spark, SenseNova, PanGu, StepFun, Tiangong, 360 AI, Kling AI, MCP Server

Industries served

• Computer and Network Security
• Financial Services
• Fintech
• Payments & Processing
• Insurance
• Crypto & Web3
• Healthcare
• Life Sciences
• Medical Devices
• Pharma Manufacturing
• SaaS
• DevOps Platforms
• Identity Providers
• VPN & Remote Access
• Manufacturing
• Construction & Real Estate
• Agriculture
• Mining
• Energy
• Utilities
• Dams & Water Security
• Smart Cities
• Telecom
• Automotive
• Aviation
• Maritime & Ports
• Logistics
• Transport
• Defence
• Air Force
• Naval & Submarine
• Elections & Voting
• Online Gambling
• Gaming & Sports
• Media & Entertainment
• News & Publishing
• Retail & E-commerce

What it says sets it apart

• True self-healing (autonomous, not manual) with Griffin AI finding and fixing vulnerabilities without human intervention.
• Reachability analysis and adversarial disproof pass significantly reduce false positives (from 60-80% to under 10%) and prioritize actual exploitable findings.
• Cloud-agnostic platform supporting 15+ cloud providers, on-prem, and air-gapped deployments, offering zero vendor lock-in.
• Compliance-ready architecture aligned with FedRAMP HIGH, IL7, SOC 2 Type II, NIST 800-171, CMMC, EO 14028, NIST SSDF, and SLSA frameworks.
• Zero-day discovery capabilities with Eagle, often shipping mitigations before upstream patches are available.
• Integrated platform covering SCA, SBOM generation, container scanning, license analysis, attestation, and policy enforcement, leading to tool consolidation.
• Focus on developer velocity by integrating security into developer workflows (IDE extension, PR-ready fixes) and reducing security review overhead.
• Gold-verified open-source packages and images (500K+ zero-CVE components) to start clean and prevent inherited vulnerabilities.
• Structured reasoning traces for auditability and faster review of AI-generated fixes (HYPOTHESIS / CITED PATH / DISPROOF / PROPOSED PATCH).
• Comprehensive analytics and automation suite for real-time monitoring, predictive insights, and automated security tasks.