Subfinder → Naabu → HTTPX → Nmap, orchestrated end to end. Maps the attack surface (subdomains, open ports, live web, service versions) into one structured profile.

A security-tuned LLM ranks the raw recon, drops the noise, and writes a prioritized threat assessment with the evidence behind every finding. You decide what is real.

Every scan is projected into a persistent graph: hosts, services, web endpoints and the edges between them. The agent reasons over this graph instead of treating each finding in isolation.

A separate reasoning pass combines individually-low findings into multi-step attack paths. That is the difference between a scanner and someone who thinks about what one weakness unlocks next.

After each pass the agent decides whether one more focused scan wave is worth it. Observe, orient, decide, act, under a hard step budget, with every decision audited.

High and critical findings get a non-destructive validation probe and come back badged CONFIRMED ✓, or honestly left unproven. It confirms a finding is real and reachable, never exploits it, so the report tells you what is verified instead of just what was guessed.

Export any assessment as a downloadable PDF: prioritized findings with their evidence, impact and remediation, written up in plain prose. The deliverable you can hand to a client or drop into a ticket, generated on demand.

A grounded chatbot on every assessment. Ask which findings are confirmed, or walk through the highest-impact path, and Thoth answers from the scan’s own data, citing it, read-only, and never inventing a finding or launching a new scan.

Scope-bound, approval-gated, audited proof of impact that chains a confirmed weakness through to a demonstrated outcome. This is the roadmap: more autonomy, one capability at a time, never an unsupervised attacker.