ENGINE

The 5-Phase Engine

8 specialized AI agents detect, correlate, and quantify vulnerabilities in ways impossible for traditional scanners.

phase-recon
PHASE 1

RECON

Intelligent Discovery

Autonomous reconnaissance agents map your entire attack surface in minutes. Our AI-powered discovery identifies assets that traditional scanners miss.

→Endpoint mapping
→API discovery
→Auth flow analysis
→Tech fingerprinting
$ guardiant recon --auto
phase-swarm
PHASE 2

AGENT SWARM

Orchestrated Analysis

8 specialized LLM-powered security agents work in concert, analyzing different aspects with unprecedented depth.

→8 AI specialists
→Parallel execution
→Cross-agent comms
→Consensus findings
$ guardiant swarm --agents 8
phase-vcvf
PHASE 3

VCVF

AI Code Flaw Detection

Detects vulnerabilities introduced by AI code generation tools, catching logical flaws traditional scanners miss.

→LLM pattern recognition
→Logical flaw detection
→Supply chain AI scan
→Context analysis
$ guardiant vcvf --deep
phase-cvc
PHASE 4

CVC

Vulnerability Chains

Connects isolated vulnerabilities into attack chains, revealing critical exploit paths that compound risk.

→Correlation engine
→Attack path viz
→Risk amplification
→Priority chaining
$ guardiant cvc --chain
phase-tief
PHASE 5

TIEF

Impact Scoring

Quantifies real-world impact with business context, transforming vulnerabilities into strategic intelligence.

→Business impact
→Exploitability
→Priority scoring
→Executive reports
$ guardiant tief --report