Safeguard finds Zero Days and fixes them autonomously.
Griffin AI traces the vulnerabilities that are actually reachable and ships the fix — no ticket, no triage. One control plane, from dependencies and containers to 373 compliance frameworks.
Trusted by a global investment bank, a Fortune 100 SaaS, and defense integrators, under MNDA · FedRAMP HIGH & IL7 architecture · SOC 2 Type II in progress
Dashboard
Monitor components, risks, and compliance in one place.
- shadab15github/vite-indexdb-form10
- immunesh/hairsup10
- shadab-khan-6/url_shortener_service10
- moment/moment5
- https://www.cybrgen.nz/5
- https://safeguard.sh5
Your scanner files tickets. Safeguard files pull requests.
Every stage is a mechanism, not a promise, inventory to merged fix to written evidence, with policy gates you control.
Ingest & map
Every repo, container and manifest becomes a live SBOM graph, deep transitive + cross-package taint edges included.
Prove, don’t guess
Call-graph reachability plus an adversarial disproof pass, a second model attacks each finding before you ever see it.
Fix & verify
Griffin authors the compatible upgrade, runs your CI, and validates against your regression suite, in a sandboxed branch.
Merge & attest
Policy-gated merge. SBOM re-attested, SLSA provenance stamped, evidence written to your frameworks, automatically.
We find Zero Days before the CVE exists. Then we fix them.
Eagle, our adversarial model, has surfaced 50+ Zero Days in the wild. When one lands, Griffin ships a mitigation to every affected repo, often days before an upstream patch exists.
Four agents. Each with a job.
You set the policy. They do the work, and they ask before merging.
Griffin AI
The remediation brain. Proves reachability with call-graph + adversarial disproof, authors the patch, runs your CI, merges the PR.
Safeguard Code
A local coding agent that writes and refactors securely by default, respecting your repo conventions and security policy.
Aegis
Runtime guardrails for your LLM apps and agents, prompt-injection, jailbreak and exfiltration defense at the I/O boundary.
MCP Server
Claude, Cursor, or your custom agents query live risk, pull SBOMs, and trigger fixes over Model Context Protocol, 25+ tools, tenant-scoped.
Working while you read this.
Every action logged, attributable, reversible.
Your copilot can run Safeguard, too.
Safeguard ships a first-class MCP server, 25+ tenant-scoped tools your agents call directly. This is a real session: Claude, shipping a release, using Safeguard’s actual tool names.
Any agent. Full loop.
Claude Desktop, Claude Code, Cursor, or your in-house agents connect once and get the whole platform as tools: query vulnerabilities, scan repos, generate remediation plans, apply fixes, merge PRs, check compliance gates.
Tenant-scoped & auditable
Every tool call carries your tenant and org context, hits the same policy engine as the UI, and lands in the same audit trail. An agent can do exactly what its operator may do, nothing more.
Even procurement is agentic
Agents complete the entire lifecycle, evaluate, sign up, subscribe, pay, end-to-end over MCP. No sales call, no human handoff.
Context is the platform.
Agents are only as good as what they can see. Safeguard sees everything you ship.
It fixes itself.
Griffin authors the patch, runs your CI, and merges under your policy.
Evidence writes itself.
Every fix lands in your audit trail, mapped to 373 frameworks.
Your agents can drive it.
25+ MCP tools, tenant-scoped — Claude and Cursor operate it directly.
It deploys anywhere.
Cloud, on-prem, or fully air-gapped IL7 — models included.
We trained our own models for this.
Wrapping a general-purpose API wouldn’t cut it. Each task gets the smallest model that wins it, which is how a reachability verdict lands in 12ms and a fix in 38 seconds.
The same brain, everywhere you look.
IDE and CLI for engineers. A command portal for security. A public Trust Center for your customers. A zero-CVE registry for everyone, all reading from one source of truth.
Portal. Posture, policies, evidence, the security team’s command center.
Gold registry. Start clean, hardened, malware-free images & packages, rebuilt continuously.
Trust Center. Your live security posture as a public page, on your own domain.
Retire the stack. Keep one bill.
The agents ride on a full security and compliance platform, a functional superset of the point tools and the GRC tools, usage-based at roughly a tenth of per-seat pricing.
A 200-person org can spend $250k+/year on Snyk-class seats alone, before compliance and TPRM tooling.
Safeguard
| Capability | Safeguard | Point scanners (Snyk-class) | GRC tools (Vanta-class) |
|---|---|---|---|
| Autonomous fix PRs, authored, tested, merged | ✓ | alerts + suggestions | — |
| Reachability analysis (~80% less noise) | ✓ | partial | — |
| Own security-tuned model family | ✓ | API wrappers | — |
| 500K+ zero-CVE hardened components | ✓ | — | — |
| SBOM lifecycle + SLSA attestation | ✓ | generate only | — |
| 373-framework compliance & live evidence | ✓ | — | ✓ |
| Public Trust Center on your domain | ✓ | — | hosted page |
| TPRM with vendor SBOM verification | ✓ | — | surveys |
| Air-gap / IL7 / on-prem deployment | ✓ | cloud-only | cloud-only |
| MCP-native, your agents can operate it | ✓ | — | — |
| Pricing model | usage-based | ~$1,200/dev/yr | $10k to $50k+ per year |
Better every week.
Shipped in the last few weeks alone.
Agentic procurement
Agents evaluate, sign up, subscribe and pay — end to end, no sales call.
Trust Center custom domains
Your live posture on trust.yourcompany.com, verified by Safeguard.
DAST recommendations
Dynamic findings arrive with a reviewed, ready-to-apply fix plan.
Safeguard Academy
Free courses with verifiable certificates — for students and teams.
Customers. Real feedback.
Safeguard runs in production with early customers across financial services, banking, and SaaS. The feedback on this page comes from customers under active contracts, anonymised by default under MNDA. Case-study metrics are illustrative of the outcomes the platform is built to deliver.
Trusted by customers
Customers are described by sector and profile rather than named; most run under MNDA. The case-study narratives below are anonymised at the individual and company level; named references are opt-in and shared under NDA. Quoted outcomes are illustrative of what the platform is built to deliver.
Pre-IPO financial-services group
Pre-IPO financial-services group needed a continuous SOC 2 + ISO 27001 evidence pipeline plus reachability-aware vulnerability prioritisation across 1,400 microservices. The existing scanner was generating 38,000+ findings a quarter, of which their team was triaging fewer than 5% before they aged out.
Deployed Safeguard ESSCM with Griffin AI reachability + Auto-Fix across every repo. Standing policy gates block any PR introducing a reachable critical, and Auto-Fix opens a remediation PR within minutes when an upstream component lands a fix.
“Safeguard cut our triage queue by an order of magnitude. We finally have a security signal we can act on instead of a Slack channel we ignore.”
Top-5 US Bank
Fortune 100 SaaS platform
Reachability changed how I do pentest scoping. Instead of grepping for 'imports of vulnerable package X', the Safeguard call-graph tells me whether the sink is actually wired up. I get to a working PoC in a fraction of the time.
Become the next customer.
Bring your stack. We'll walk a live reference customer with you, show the production data plane in 30 minutes, and quote you a contract. No pilot waitlist, no free-tier gating.
Enterprise security questions? Expert answers.
Everything you need to know about safeguarding your software supply chain.
The '.sh' stands for Self-Healing, our defining capability. Where most tools scan and alert, Safeguard can autonomously find and fix vulnerabilities, merging the fix without human intervention when you opt in. Self-healing at scale across deep transitive dependency analysis and 15 cloud providers.
Safeguard is built around autonomous remediation: Griffin AI authors a fix, runs it through your CI, and can merge the PR. Most tools stop at scanning and raising a ticket for someone else to act on. It traces deep transitive dependencies, deploys across 15 cloud providers, and uses reachability analysis to cut false positives. Architecture is designed for FedRAMP HIGH and IL7; SOC 2 Type II audit is in progress.
Reachability analysis uses call graph mapping to determine if vulnerable code is actually executed. Traditional tools report every CVE, generating thousands of alerts. Our analysis identifies only exploitable vulnerabilities, reducing actionable alerts.
Yes. Complete EO 14028 compliance with automated SBOM generation (CycloneDX and SPDX), self-attestation templates for NIST SSDF, SLSA provenance tracking, and continuous compliance monitoring. Architecture designed for FedRAMP HIGH, IL7, and SOC 2 Type II (audit in progress).
Griffin AI is purpose-built for software supply chain security. It uses agentic AI with the OODA loop for autonomous threat response, provides reachability analysis, EPSS-based exploit prediction, natural language queries, and automated remediation pull requests.
Auto-Fix analyzes vulnerable dependencies and generates pull requests with compatible, secure upgrades. We use business impact scoring to prioritize remediations. Griffin AI validates compatibility, runs regression tests, and provides rollback capabilities.
CycloneDX (JSON and XML) and SPDX (2.3 and 3.0) formats. Automated generation on every build, version control for SBOM history, secure sharing, support for nested SBOMs, and integration with EO 14028 self-attestation workflows.
Yes. Multi-layer container analysis scans each layer independently. Unlike zero-CVE base images that require rebuilding, we secure YOUR existing containers. Works with Docker Hub, AWS ECR, Azure ACR, Google GCR, JFrog Artifactory, and private registries.
Yes. Architecture designed for IL7, FedRAMP HIGH, and SOC 2 Type II (audit in progress). Support for NIST 800-171, CMMC compliance. Air-gapped installation available. Complete SBOM attestation for DFARS compliance.
15 cloud providers (AWS, Azure, GCP, Oracle, etc.). Source control: GitHub, GitLab, Bitbucket. Container registries: OCI-compliant, Docker Hub, ECR, ACR, GCR. CI/CD: Jenkins, CircleCI, GitHub Actions. 50+ total integrations.
Ready to secure your software supply chain?
Our security experts are ready to audit your supply chain.
10 questions · answers verified by the security team
Expert guides for supply chain security
Download comprehensive guides, toolkits, and checklists to strengthen your security posture.
SBOM Compliance Checklist
For Federal Procurement
Complete checklist for meeting EO 14028 requirements. Includes NIST SSDF attestation templates and federal procurement workflows.
Container Security Assessment
Free Vulnerability Scanner
Assess your container security posture with reachability analysis overview and CVE prioritization framework.
Supply Chain Maturity Model
Enterprise Assessment
Benchmark your organization against industry standards with five maturity levels and actionable recommendations.
Self-healing security runs on Safeguard.
Your first fix PR is minutes away.
No sales call required, even your agent can complete the purchase over MCP.