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
Agent Tool Retries: Prevent Duplicate Business Actions
Assess request identity, duplicate handling, approval reuse, and final-state reconciliation when an agent retries a consequential tool call.
Research
AI Agent Approval Bypass: Bind Review to the Executed Action
Evaluate whether approval covers the exact tool, recipient, resource, and arguments that reach execution, including edits and retries.
Research
AI Agent Audit Logs: Record Actions Without Collecting Secrets
Design assessment evidence that connects a user request to tool authorization and outcome while minimizing sensitive trace content.
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.