Recon & Intelligence Modules
From reconnaissance to resilience: AI-driven modules unify signals, adversary behaviors, and security posture into one evolving defense layer.
Subdomain Scanner
Passive + active enumeration merges curated wordlists & certificate data to reveal undiscovered sub-assets.
- Wildcard divergence map
- Orphan host set
- Expansion deltas
Reverse DNS Scanner
Reverse PTR clustering exposes stale, abandoned or pattern-derived hosts missed by forward discovery.
- Naming cluster sets
- Stale PTR indicators
- Ghost host candidates
WHOIS Service
Normalizes registrar lifecycle data; tracks expiration risk, ownership shifts and privacy proxy anomalies.
- Expiration delta alerts
- Ownership age score
- Privacy proxy flagging
Port Scanner Service
Adaptive rate scanning maps exposed TCP services while minimizing collateral noise and scan footprint.
- Service exposure list
- Protocol drift deltas
- Port volatility score
Banner Scanner
Protocol-aware banner capture extracts versions, default configs and misconfiguration exposure signals.
- Version signature map
- Default config flags
- Outlier service strings
DNS Resolver Service
Compares multi-resolver responses to detect poisoning, propagation drift and integrity inconsistencies.
- Response diff sets
- DNSSEC status log
- TTL variance graph
Cloud Provider Detect
ASN + metadata correlation identifies provider mix, regional skew and shadow multi‑cloud dispersion.
- Provider distribution
- Region skew score
- Shadow cloud hints
CDN Detector
CNAME & edge heuristics trace CDN shielding layers and surface potential origin leak exposure paths.
- CDN origin hints
- Edge ASN map
- TTL anomaly tags
HTTP Analyzer
Analyzes headers & redirect chains to flag security control gaps and anomalous behavioral patterns.
- Security header score
- Redirect fingerprint
- Compression risk flags
Tech Fingerprint
Hybrid signature + heuristic stack detection enumerates frameworks, JS libs and leakage indicators.
- Framework inventory
- Obfuscation delta
- Stack drift score
Dir Fuzzer
Adaptive wordlist pruning discovers hidden endpoints, config panels and low-noise exposure paths.
- Hidden endpoint set
- Status code clusters
- Recursion guard hits
WAF Detection
Payload variance testing fingerprints WAF presence, challenge style and evasion susceptibility traits.
- Challenge pattern map
- Mitigation timing score
- Evasion test cues
TLS Analyzer
Cipher suite & downgrade probing scores crypto posture, weak chain exposure and protocol fallback risk.
- Suite health matrix
- Protocol fallback flags
- Chain integrity diff
Cert Transparency Scanner
Continuously parses CT logs to surface suspicious issuance timing, rogue SAN growth and drift signals.
- Issuance delta list
- SAN anomaly flags
- Rogue pattern heuristics
Web SORM Scanner
Multi-endpoint latency + error clustering highlights emergent degradation and unstable surface zones.
- Latency jitter map
- Error burst clusters
- Hot endpoint score
Crawler Service
Depth‑adaptive crawling maps internal link graph, detects auth boundary leaks and tracks content drift.
- Link topology graph
- Auth leak candidates
- Change drift digest
Adaptive AI Orchestrator
A planning & reasoning layer that sequences reconnaissance modules, correlates multi-layer signals and feeds autonomous response & posture hardening. It continuously reprioritizes probes based on observed drift, adversary graph shifts and impact heuristics.
Plan
Generates probe graph from asset freshness, risk heuristics & historical blind spot ledger.
Correlate
Merges raw outputs into semantic entities (asset nodes, exposure deltas, trust shifts).
Prioritize
Ranks surfaced conditions by exploitability & containment leverage potential.
Recommend
Generates remediation or hardening play suggestions with evidence links.
Adaptive Method Loop
Observe
Continuously scans your environment and makes newly discovered or forgotten assets, changes, and emerging early risk signals visible.
Secure
Intelligent action sets rapidly shrink exposure areas—intervening before issues escalate while preserving business continuity.
Evolve
Each cycle learns from outcomes, improving detection accuracy, shortening response time, and focusing attention on what is truly critical.