Methodology
Detect. Fix. Verify.
Never Break Prod.
Cyber Army closes every loop: autonomous remediation that proves fixes before deployment, and AI penetration testing with real exploitation evidence.
CyberArmy AutoFix
The six-step autonomous loop
Discover
Continuous monitoring across CVEs, misconfigurations, exposed secrets, and compliance gaps. Full-stack asset intelligence across code repos, cloud, containers, and endpoints.
Prioritize
Every finding scored by real exploitability, not just CVSS: EPSS, asset criticality, exposure, and blast radius. AutoFix traces each finding to its root cause before any fix is generated.
Generate
AutoFix generates the fix - patching packages, rotating secrets, correcting IAM policies, hardening configs - and validates it in isolation before it goes anywhere near production. Every fix is proposed with an AI explainability report and waits for human sign-off.
Apply
Approved fixes are merged: pull requests, config changes, dependency updates. Your full regression suite and compliance checks must pass first. Human-gated.
Deploy
Verified fixes ship to production through your existing CI/CD pipeline with staged rollout and health checks at every step. Human-gated.
Rollback
AutoFix verifies the fix in production. If anything unexpected surfaces post-deploy, rollback triggers in under 60 seconds. Zero downtime, zero data loss.
Cyber Swarm
AI penetration testing in five steps
Domain Verification
Add a DNS TXT record to prove ownership, the same mechanism Google Search Console uses. We never scan assets you haven't verified.
Asset Enumeration
Subdomains, open ports, TLS configuration, DNS records, cloud exposure, and shadow IT mapped across your full external attack surface.
Active Exploitation
AI agents actively attempt exploitation: SQL injection payloads sent, default credentials tried, SSRF tested. Real attacker behaviour, not theoretical scanning.
Evidence Collection
Every finding backed by real proof: screenshots, payloads, responses. Zero false positives. If it's in the report, it was exploited.
PDF Report in 20 min
Executive summary and technical findings with remediation guidance. Same structure auditors expect from a $15K engagement. SOC 2 and ISO 27001 accepted.
Standards & alignment
OWASP, NIST, and CIS aligned.
OWASP ASVS
Web application security verification
OWASP MASVS
Mobile application security verification
NIST SP 800-115
Technical guide to information security testing
CIS Benchmarks
Cloud, OS, and infrastructure hardening
SOC 2 / HIPAA
Compliance gap detection and evidence generation
PCI-DSS
Payment card industry security standard coverage
See the methodology in action.
Request access to Cyber Swarm or AutoFix and see real results on your environment.