Use Case

Eliminate Vulnerability Exposure

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.

100
Dependency Levels Scanned
80%
Fewer False Positives
92%
Faster Remediation
3 Days
Avg. Time to Fix

The Hidden Crisis

Most organizations don't know the full extent of their vulnerability exposure

01

Dependencies Run 60+ Levels Deep

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.

02

70%+ Critical Vulns Never Get Fixed

Development teams are overwhelmed. They can't fix what they didn't build, and they can't prioritize what they can't see.

03

Code Quality Varies Wildly

Open source maintainers range from world-class engineers to hobbyists. You inherit all of their security decisions.

04

False Positives Waste Engineering Time

Without reachability analysis, teams waste weeks chasing vulnerabilities that can never actually be exploited in their codebase.

How Safeguard Solves This

Deep Scanning. Autonomous Remediation.

100 Levels Deep

Griffin AI scans 100 dependency levels — 40+ more than any competitor. No vulnerability hides from Safeguard.

Transitive dependency mapping
Binary composition analysis
Source-to-deploy traceability

Reachability Analysis

Not every vulnerability is exploitable. Our reachability engine determines which vulns can actually be reached in your specific codebase.

80% reduction in false positives
Actual call-path analysis
Context-aware prioritization

Autonomous Remediation

Griffin AI doesn't just find vulnerabilities — it fixes them. Automated patches, pull requests, and container rebuilds.

Auto-generated fix PRs
Container image rebuilds
Zero-day response automation
Real Result

Healthcare Customer Prevents $25M Ransomware Attack

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.

87
Levels Deep
$25M
Attack Prevented
45→3
Days to Remediate

Stop Guessing. Start Securing.

See every vulnerability in your software supply chain — no matter how deep it hides.