Autonomous Pentesting
for the AI EraFailSafe SWARM™ uses threat-model-driven AI agents for authorized security testing across web applications, APIs, cloud infrastructure, and AI systems. Review evidence, prioritize remediation, and retest within the agreed scope.
Backed by
Proof points
Agentic penetration testing across authorized attack surfaces.
SWARM uses threat-model-driven AI agents for authorized testing of applications, APIs, infrastructure, and AI systems. Teams can review findings and evidence, plan remediation, and retest within the agreed scope.
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.
A conventional penetration test is a scoped assessment delivered for an agreed engagement. SWARM is an agentic testing platform designed to run assessments across authorized applications and infrastructure. Scope, cadence, human review, and retesting depend on the engagement configuration.
SWARM is designed to validate suspected vulnerabilities with evidence in the authorized test environment. Validation methods and confidence depend on the finding and agreed scope; review the methodology and evidence for each result.
A scoped penetration test can document the agreed scope, methods, test period, findings, and remediation status for a security program. It does not issue a SOC 2 report or ISO/IEC 27001 certification, and auditor acceptance depends on the auditor and the organization's requirements.
FailSafe tests web applications, APIs, cloud infrastructure, identity controls, Active Directory, LLM applications, AI agents, MCP servers, and specialized critical code.