Why XEUS — The New Mandate

The attacker got a
frontier model.
So should you.

A frontier cyber model now compresses a full year of pen-testing into under three weeks — and adversaries already wield it. XEUS runs that same offensive intelligence on your side, continuously, so exposures are found and proven before they're weaponized.

Initiate Demo →
Informed by frontier-model red-team research · May 2026
// xeus.engine
[01]The Shift

The threat landscape just inverted.

In the hands of attackers, frontier cyber models dramatically accelerate offense across three fronts. Annual, sampled, human-paced testing was already behind. Now the gap is widening by the day.

01

The vulnerability deluge

Models now find flaws at a scale never seen before — and even the patches that follow introduce a significant new attack surface to defend.

find rate ↑ — patch surface ↑
02

Inside-out supply chain

Rapid AI deployment expands an already-fragile software supply chain, letting attackers bypass perimeter defenses and breach from within.

as seen across recent OSS attacks
03

Autonomous, machine-speed attacks

Frontier models power AI-driven attack chains that compress the full breach cycle — recon to exploit — from weeks down to minutes.

breach cycle → minutes
[02]The Proof Point

One year of
offensive testing.
Done in <3 weeks.

~17×

A frontier cyber model achieved the equivalent of a full year of pen-testing effort against real enterprise code in under three weeks.

Traditional pen test52 weeks
human-paced · sampled scope
XEUS / frontier offense<3 weeks
3w

Point-in-time assessments cannot keep pace with machine-speed offense — only continuous testing can.

[03]Why XEUS

The same
offensive
intelligence
— on your side

The capabilities that make frontier models dangerous in an attacker's hands are exactly what XEUS turns into your defense.

three core capabilities
[01]

Vulnerability discovery at scale

XEUS reads your full codebase and exposure surface the way a frontier attacker would — surfacing flaws across SaaS, APIs, and public-facing platforms far faster than human-paced review.

[02]

Attack-path detection

The engine excels at chaining — combining multiple lower-severity issues into critical exploit paths. Two mediums and a low become one validated, critical-severity breach route.

[03]

Full-stack logic analysis

Beyond pattern-matching, XEUS analyzes the full application logic to surface business-logic vulnerabilities that traditional scanners systematically miss.

[04]The Mandate

AI-driven threats demand machine-speed defense

Shrinking attack cycles require near-real-time detection and response. XEUS is built to the same standard the threat now sets.

MTTD
<5min

AI-based detection of novel and evolving attacks, in single-digit minutes.

MTTR
<5min

Agentic automation closes the loop and validates fixes in minutes.

Coverage
100%

Comprehensive prevention across your full first- and third-party surface.

Continuous
24/7

Relentless assessment and remediation — never a point-in-time snapshot.

[05]The Difference

Built for the threat
that exists now

Every row is a line item where point-in-time testing falls short — and XEUS doesn't.

Legacy pen test / scanners
XEUS.
Cadence
Annual / quarterly snapshot
Continuous, every change
Speed
Weeks of human effort
Machine-speed — a year in <3 weeks
Coverage
Sampled, in-scope assets only
Full exposure surface, always-on
Attack chaining
Siloed, single-issue findings
Low + med chained into critical paths
Logic flaws
Routinely missed
Surfaced by full-stack logic analysis
Evidence
Theoretical risk ratings
Validated, reproducible exploits

Ready to infiltrate?

Every finding arrives with a working exploit and a replay trace. Transform your security from reactive to autonomous.