Our Approach

Three-phase AI-driven methodology combining automated scanning with intelligent analysis

Three-Phase Testing Workflow

1

Pre-Scan (Automated)

Baseline reconnaissance using industry-standard tools to gather comprehensive data about your infrastructure.

Host Discovery (nmap)
Port Scanning (65,535 ports)
Service Detection (version info)
Vulnerability Scripts (nmap NSE)
Web Technology Detection
Web Vulnerabilities (nuclei)
SSL/TLS Analysis (testssl.sh)
2

Strategic Analysis (AI)

AI analyzes pre-scan results to identify attack surfaces, prioritize targets, and create a strategic testing plan.

• Reviews all Phase 1 scan results comprehensively

• Identifies high-value targets and attack surfaces

• Cross-references service versions with CVE databases

• Generates up to 10 NEXT_STEP recommendations with priority, tool, command, and reasoning

• Creates strategic testing roadmap for deep-dive analysis

3

Deep Testing (AI-Driven)

AI executes targeted tests based on strategic analysis, adapting approach based on findings (up to 10 iterations).

• Executes commands from NEXT_STEP recommendations

• Analyzes results after each command execution

• Validates vulnerabilities with follow-up targeted tests

• May recommend additional tests based on new discoveries

• Progressively builds comprehensive vulnerability report

• Saves raw results after each iteration (complete data recovery)

AI-Powered Analysis

What Makes Our AI Different

Most vulnerability scanners just dump raw tool output. Our AI acts as a security analyst, providing human-level analysis and correlation.

Correlates findings across multiple tools

Cross-references with CVE databases and CVSS scores

Prioritizes vulnerabilities by severity and exploitability

Explains business impact for non-technical stakeholders

Provides actionable remediation recommendations

Multi-Model Approach

We use OpenRouter with automatic fallback across multiple AI models:

Grok 4.1 Fast (primary)
Minimax M2
Kimi K2 Thinking
GPT-4o Mini
DeepSeek Chat

No vendor lock-in. If one model is unavailable, we automatically fall back to alternatives.

Security Toolset (60+)

Network Scanning

  • nmap - Port scanning & service detection
  • masscan - Fast port scanning
  • NSE scripts - Vulnerability detection

Web Application Testing

  • nuclei - Template-based vulnerability scanning
  • OWASP ZAP - Web app security scanner
  • nikto - Web server scanner
  • gobuster - Directory/file enumeration

SSL/TLS Analysis

  • testssl.sh - SSL/TLS configuration testing
  • • Certificate validation
  • • Cipher suite analysis

Exploitation Research

  • Metasploit - Exploit database search
  • sqlmap - SQL injection testing
  • • CVE cross-referencing

Progressive Data Tracking

We save raw results after every phase and iteration. Even if a test fails mid-execution, you'll never lose your data.

After Phase 1
Pre-scan results saved
After Phase 2
Strategic plan saved
Each Iteration
Commands & findings saved

Final Report

After deep testing completes, the AI generates a comprehensive vulnerability assessment suitable for compliance audits (PCI-DSS, HIPAA, SOC 2, ISO 27001).

Report Includes

  • ✓ Executive summary with risk rating
  • ✓ Detailed findings by severity
  • ✓ Business impact analysis
  • ✓ Technical evidence and proof
  • ✓ CVE references & CVSS scores
  • ✓ Remediation recommendations
  • ✓ Host and service inventory
  • ✓ Complete methodology documentation

Output Formats

report.json
Structured data for APIs
report.html
Professional visual report
raw-results.json
Complete audit trail

See It In Action

Start your first security test and experience our three-phase approach

Go to Dashboard
Prober - AI-Powered Penetration Testing