Backed by
Proof points
1
on CVE-Bench
62.5% zero-day and 70% one-day at pass@1.
82.5%
reduction in noise
Compared with competing tools.
97.5%
of highs and criticals fixed
Patched automatically, then retested.
Autonomous pentesting and patching across your full attack surface.
Threat-model-driven AI agents continuously discover, chain, and exploit vulnerabilities. Every finding is proven with a safe reproduction trace and mapped to MITRE ATT&CK, OWASP, and NIST CSF.
How It WorksTrusted by security teams that want to stay ahead.
“By 2028, over 60% of enterprise pen test programs will operate as continuous validation, replacing annual assessments as the primary proof of resilience.”
Latest insights
Research & Insights
Keeping Autonomous Agents In Bounds: How Swarm Protects Target Infrastructure
How FailSafe Swarm applies deterministic command gates, runtime scope enforcement, and sandboxing so autonomous pentest agents cannot damage target systems.
Research & Insights
Singapore's Frontier-AI Mandate: An Action Plan for the Board
Singapore's latest cyber direction should not be read as just another compliance update. It is a board-level evidence problem. Here's what CSA's Frontier-AI direction means for CII Boards.
News & Alerts
FailSafe and Citadelle Partner to Deliver Digital Security & Resilience Services
Citadelle Defence & Security Consultancy and FailSafe announce a strategic partnership to deliver Digital Security & Resilience Services.
Move from annual snapshots to continuous offensive testing.
Talk to our security team to scope an autonomous pentest for your environment, or launch continuous validation with SWARM.
MSSP or system integrator? Explore the partner program
Questions & answers
Frequently asked questions
Quick answers about FailSafe's services, coverage, and engagement process.
FailSafe Security builds autonomous penetration testing and continuous offensive security systems. It combines GlassBreak cyber-model R&D, SWARM agentic execution, Continuous Threat Exposure Management (CTEM) workflows, and human-led security research for applications, APIs, cloud infrastructure, and AI systems.
Traditional pentests are point-in-time snapshots conducted once a year that take weeks to schedule and deliver. FailSafe SWARM runs continuously throughout the year, validating attack paths as code and infrastructure deploy, and retesting remediated findings on demand.
Unlike vulnerability scanners that flag theoretical pattern matches, FailSafe SWARM validates suspected vulnerabilities by constructing working, safe proof-of-concept exploits in your authorized environment. If a vulnerability cannot be exploited in context, it is not reported as an emergency.
Yes. Every FailSafe pentest report includes an executive summary, technical methodology, CVSS/CWE scores, MITRE ATT&CK mappings, proof-of-concept evidence, and verification confirmation. Reports are formatted for SOC 2 Type II, ISO 27001, PCI-DSS, and MAS TRM compliance submissions.
FailSafe tests web applications, APIs, cloud infrastructure, identity controls, Active Directory, LLM applications, AI agents, MCP servers, and specialized critical code.