Our vision

From scripts to reasoning

Wrapping Nmap in a bash script is not security, it is noise. We are replacing blind automation with an agent that reasons about a target, and with a validation layer that will not let that agent call anything real until a machine has checked it.

01 · The Present

The cognitive core

Live today: a world-model the agent reasons over, attack-path chaining, a bounded decide-loop, and non-destructive validation that confirms a finding with real evidence. It parses recon, filters noise, and pivots on its own decisions, with a human in the loop. Thoth, a grounded chatbot, lets you interrogate every result in plain language.

The frontierRoadmap

The next hands: proof of impact

The core already has its first hands. Thirteen non-destructive probe classes ship today and confirm a finding against real evidence, so if Xseth marks it CONFIRMED, a machine verified it. Orax, the validation layer, goes deeper into logic flaws: SSRF, IDOR and BOLA, BFLA and authentication bypass. It is built and operator-gated, and it has not yet returned a verdict on a production target, so we name it without claiming it. The frontier past both is proof of impact, chaining a confirmed weakness through to a demonstrated outcome, always scope-bound, approval-gated and audited.

02 · The Future

The black-box agent

Not claimed

The endgame, and the one thing on this page we do not claim in any form. A fully autonomous entity: you give it a URL and it works like a human red-teamer, exploring, reasoning, learning from failures and executing complex chains. Persistence, lateral movement and anything resembling a full autonomous pentest are NOT CLAIMED today.

03 · The Past

Automating dumb tools

Like everyone else, we started by chaining linear tools together. It was fast, but dumb. It lacked context, generated false positives, and required human babysitting.

The thesis

The third option

Security teams choose between consultants who are precise and expensive, and scanners that are cheap and noisy. A manual penetration test costs $15,000 to $40,000 and is stale on delivery. Scanners run continuously and produce findings no small team can triage. Companies of 20 to 300 people now carry SOC 2, ISO 27001, NIS2 and DORA obligations and are served well by neither.

Speed of coverage

Minutes vs. months

The problem

An annual manual pentest leaves you blind for the other 364 days. Attack surfaces drift constantly: new subdomains and services appear, and fresh exposure with them.

Xseth solution

Xseth turns a full assessment around in minutes, so one engineer can re-check between pentests instead of waiting on the next engagement.

The cost barrier

A tool, not a team

The problem

A single manual penetration test costs thousands. Small teams and startups get priced out of regular offensive coverage.

Xseth solution

Xseth automates the routine recon, triage and proving, so a lean team gets high-signal coverage without a five-figure engagement for every check.

Signal vs. noise

Ranked, with evidence

The problem

Standard scanners bury teams in 500-page reports of likely false positives. People stop reading them, so real issues get missed.

Xseth solution

Xseth ranks findings and cuts the noise, surfacing what matters first, with the supporting evidence attached so you can judge it fast. You make the call.

Findings you can prove