Flawfence under the hood
In 4 major steps: autonomous mapping, service detection, vulnerability discovery by an algorithmic engine then an AI pentest agent, alerting and reporting. The technical breakdown of every link in the offensive chain.
External mapping
Starting from your root domain, Flawfence autonomously reconstructs your complete external surface: subdomains, IP ranges and associated cloud assets.
- DNS bruteforcing against proprietary wordlists, cross-referenced with Certificate Transparency Logs.
- WHOIS, ASN and IP range correlation to surface every related domain.
- HTTP/HTTPS verification and response fingerprinting to eliminate false positives.
Service detection
Flawfence probes every asset to identify exposed services, their exact version and the technology stack in use.
- TCP/UDP scanning with banner grabbing and TLS fingerprinting (JARM, JA3) to identify services.
- HTTP fingerprinting of front-end frameworks, CMS and JavaScript libraries.
- API endpoint discovery (Swagger, GraphQL) and static analysis of JS bundles.
Vulnerability discovery
Two layers take turns. The algorithmic engine checks every asset against known flaws and OWASP tests; the AI pentest agent picks up its findings, explores the application and attempts exploitation, so that only what is genuinely exploitable gets reported.
- Algorithmic layer: CVE matching against NVD, GitHub Advisories and Exploit-DB, OWASP Top 10 testing (SQL injection, XSS, SSRF, IDOR, XXE, SSTI).
- Agentic layer: the AI pentest agent observes the application, forms hypotheses, chains findings and attempts exploitation, with non-destructive payloads.
- Proof through real execution: request, response and data reached are attached to every vulnerability. Nothing is reported without proof.
Alerting and reporting
Continuous monitoring, immediate alerting on every new exposure, and reports actionable by your teams and auditors alike.
- Continuous re-scanning and diff detection across your entire perimeter.
- CVSS v4 classification and AI-contextualized remediation plans.
- Slack, Teams, SIEM and JIRA integrations, plus NIST 2 / ISO 27001-compliant exports.