AI coding agents (Cursor, Claude Code, Cline) write most of your diff with no AI governance and no guardrails for agents — they call arbitrary tools, leak secrets, exfiltrate via egress. Zero Day exploits are auto-weaponised within hours of public disclosure, but your existing SCA has no AI remediation — it raises tickets and waits 45 days for humans to merge. Every container ships with 147 inherited CVEs, the real critical is buried under 50,000+ false alerts/month, and supply-chain attacks cost the global economy $80.6B last year.
Pull from 10M+ zero-CVE components instead of inheriting them. Griffin AI walks 100-layer reachability and authors fix PRs autonomously (true AI remediation). Zero Day discovery in under an hour via taint analysis on customer code, before public CVE. The MCP Server ships AI governance + guardrails for every coding agent: capability scoping, egress allowlists, JIT secret broker, signed per-call audit.
92% faster remediation (45 days → 3 days), 80% fewer false positives, 10K+ Zero Days caught before disclosure, 5M+ AI remediations auto-merged, $4.2M saved per customer year-one, and zero material breaches across the named customer base in 18 months. The .sh stands for Self-Healing.
10M+ zero CVE components + autonomous self-healing + 100-level depth = The most comprehensive SSCS platform available
Safeguard runs in production at named financial-services groups, top-3 US banks, hyperscaler security teams, and global SaaS platforms. The feedback on this page comes from customers under active contracts.
Names referenced with customer permission as live production references. The case-study narratives below carry either a named individual quote (where the customer has approved attribution) or remain anonymous at the individual level under MNDA — but every customer below is on a paid contract.
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.”
A top-3 US bank with strict NYDFS Part 500 + PCI-DSS v4.0 + FFIEC obligations needed evidence continuity for 5,200 production services. Quarterly attestation packs were taking a 14-person security-engineering team 6 weeks each cycle. The vendor (third-party) supply chain was a separate spreadsheet.
Safeguard ingests every CI build artefact and SBOM, applies the NYDFS / PCI / FFIEC crosswalk, and exports signed evidence on demand. Third-party TPRM module replaced the spreadsheet and now tracks 320+ active vendors with continuous attestation.
Customer details under MNDA. Reference call available on request.
A multi-region data-platform leader was building Griffin-AI-class internal tools to triage their 8,400-package monorepo. Engineering leadership decided the build-vs-buy answer was buy and consolidated SCA + SBOM + reachability + AI remediation onto Safeguard.
Safeguard CLI deployed across all pipelines. Air-gapped Safeguard cluster runs in the customer's tenancy. The internal triage team was redeployed to higher-leverage detection-engineering work; Auto-Fix handles the routine remediation pipeline.
Customer details under MNDA. Reference call available on request.
“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.”
“I run Safeguard's MCP server end-to-end during a red-team. The agent fetches SBOMs, walks the dependency graph, finds the exploitable nodes, and writes the report sections for me. The bandwidth gain is enormous.”
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.
Download comprehensive guides, toolkits, and checklists to strengthen your security posture
For Federal Procurement
Complete checklist for meeting EO 14028 requirements. Includes NIST SSDF attestation templates and federal procurement workflows.
Free Vulnerability Scanner
Assess your container security posture with reachability analysis overview and CVE prioritization framework.
Enterprise Assessment
Benchmark your organization against industry standards with five maturity levels and actionable recommendations.