Your software dependencies run 60+ levels deep. Critical vulnerabilities hide where no scanner can reach — until now. Griffin AI scans 100 levels deep and autonomously remediates threats before they become breaches.
Most organizations don't know the full extent of their vulnerability exposure
Transitive dependencies create a hidden web of code you didn't write, didn't review, and can't control. Most scanners only check 5-10 levels.
Development teams are overwhelmed. They can't fix what they didn't build, and they can't prioritize what they can't see.
Open source maintainers range from world-class engineers to hobbyists. You inherit all of their security decisions.
Without reachability analysis, teams waste weeks chasing vulnerabilities that can never actually be exploited in their codebase.
Griffin AI scans 100 dependency levels — 40+ more than any competitor. No vulnerability hides from Safeguard.
Not every vulnerability is exploitable. Our reachability engine determines which vulns can actually be reached in your specific codebase.
Griffin AI doesn't just find vulnerabilities — it fixes them. Automated patches, pull requests, and container rebuilds.
A major healthcare provider discovered a critical vulnerability buried 87 dependency levels deep — far beyond what their previous scanner could detect. Safeguard's Griffin AI identified the threat, confirmed it was reachable, and generated an automated fix within hours. The vulnerability was the same exploit vector used in a $25M ransomware attack on a competitor that same quarter.
Four moments where exposure stops being a dashboard number and starts being a deadline.
A new RCE drops just as the team logs off. Leadership wants to know where you're exposed across 4,000 services before customers and journalists wake up.
The hurt: you need an answer in minutes, not Monday.
The auditor wants proof that every Critical finding was triaged within SLA last quarter — ticket numbers, owners, decision rationale, timestamps. Not a tool screenshot.
The hurt: reconstructing triage history by hand is a week of work.
A buyer's security team wants the acquired company's full CVE exposure with reachability evidence — not a CSV from a scanner, an actual risk view they can defend to their board.
The hurt: a raw vulnerability list will not close the deal.
Launch is in 12 hours. Marketing has booked press. Security needs a verdict on every blocker still in the build, with clear reasoning for any waivers.
The hurt: "we're still scanning" is not an acceptable answer at T-minus-12.
SCM webhook on push, scheduled sweep, or manual run from console — every repo enters the queue with a signed event.
SCA, SAST, IaC, secrets, container, license, dependency confusion and four more — all execute concurrently against the same commit.
Findings from overlapping scanners are merged into single issues with combined evidence — no double-counting in the queue.
Static call graph determines whether the vulnerable symbol is actually invoked from your entrypoints — non-reachable findings are demoted.
Each finding is decorated with EPSS exploit probability, CISA KEV membership, and NVD/OSV/GHSA cross-references.
Griffin (S or M) writes a one-paragraph explanation per top finding — root cause, blast radius, fix candidates, citations.
Findings land on the PR, the console, and Jira; the SLA timer starts the moment severity is assigned, per-finding.
The same finding surfaces three different ways for three different audiences.
Lion (1B) flags the vulnerable import inline while you type, with hover enrichment from NVD, OSV, EPSS, KEV, GHSA. One-click "apply suggested fix" rewrites the version pin in place.
The platform writes a structured PR comment with the gate verdict (pass / fail / waive-needed), the exact failing rule, and — if auto-fix is allowed — a child branch with the proposed patch.
Leadership opens one view: trend lines by severity, SLA breach burndown, top exposed services, and a regulator-ready export button that bundles findings, evidence and remediation actions.
See every vulnerability in your software supply chain — no matter how deep it hides.