Sigmix Red · AI penetration testing

In a new era of AI-driven hacking, you need AI-native defense.

Attackers now wield autonomous AI that finds and chains weaknesses at machine speed. Sigmix Red answers in kind — an AI red-team operator built from the ground up to think like an attacker across your entire authorized surface. AI-first, not a legacy scanner with AI bolted on.

Always on the AI operator reasons, chains & validates proven paths, ranked, with evidence
Authorized engagements only In-Kingdom & on-prem NCA ECC-2 aligned Human-in-the-loop
sigmix-red · operator Live
Authorized engagement ACME-EXT-04 · external perimeter · scope-locked
12:04DoneMapped 1,247 DNS records → 341 subdomains, 58 live services
12:04Finding9 dangling DNS records — subdomain-takeover risk
12:04FindingLog4Shell on a forgotten CI host — CVE-2021-44228 · 10.0
12:05ChainChaining 5 mediums → one critical path to records DB…
12:05GateAwaiting approval to advance chain step 05
Proven attack path · F-118
Internet Exposed svc Foothold Lateral Crown jewel
Inside the console

Everything in the box — one screen at a time.

Five live views your team works from — the operator overview, proven exploit chains, the discovered attack surface, ranked findings, and the human approval gate.

Sigmix Red — Overview
01 · OverviewOne chain reaches your crown jewels — four hops proven, one held for you.
Sigmix Red — Exploit chains
02 · Exploit chainsLow-severity findings connected into the two or three paths that actually reach something.
Sigmix Red — Attack surface
03 · Attack surface1,247 assets mapped continuously — the dangling records and EOL hosts you forgot.
Sigmix Red — Findings & CVEs
04 · Findings & CVEsRanked, de-duplicated, each backed by a reproducible path — not a 400-page export.
Sigmix Red — Approvals
05 · ApprovalsNothing intrusive runs without you — every decision signed and audit-anchored.
Why now

The attack side already went autonomous. The defense has to keep pace.

Through 2025 and 2026, offensive AI stopped being a demo. Publicly disclosed incidents show agent systems running end-to-end — reasoning, adapting to errors, and generating thousands of actions faster than any human team could review. An annual pen test taken once a year is no longer the right unit of measurement.

17,000+ actions · one weekend

A single disclosed 2026 intrusion was driven end-to-end by an autonomous agent that generated over seventeen thousand individual actions across a weekend — reconstructed only after the fact.

~31s to recover mid-operation

In another documented case, an agentic operation recovered from its own failure in about thirty-one seconds and kept going — the speed of the loop is the story, not any single step.

1 → many operator to targets

Agentic tooling lowers the skill and cost barrier: one operator can now drive activity across many organizations at once. Defenders have to assume the same tempo.

The 2026 figures above reflect publicly reported agentic-attack incidents, reconstructed after the fact. Cited only as context — Sigmix Red is a defensive, authorized-testing product.

AI-first, by design

AI attacks need an AI defender.

The best modern defences — EDR, exposure scanners, SIEM — are superb at what they have seen before. But an autonomous attacker composes novel, multi-step paths in real time, faster than any signature or rule was written for. Sigmix Red meets it the only way that scales: an AI that reasons about your specific environment, the way the attacker's does.

The Sigmix Red AI operator reasoning across the attack surface
AI-native — an operator, not a rulebook
Signatures & heuristics

Strong at the known.

Rules, signatures and heuristics — excellent against known techniques, run on a schedule and summarised after the fact.

  • Matches a fixed list of known signatures — blind to anything novel or chained.
  • Dumps thousands of isolated issues; a human has to guess which ones connect.
  • Runs quarterly or once a year — stale the moment your surface changes.
  • Has no idea your own chatbots and copilots are now an attack surface.
Sigmix Red · AI-native

An operator that reasons.

An AI red-team agent at the core — modelling your specific environment and thinking through how a real adversary would move.

  • Reasons about your environment — not a signature list, an attacker's mental model of it.
  • Chains weaknesses into the two or three paths that actually reach something that matters.
  • Always on — continuously checking, iterating and re-chaining as things change.
  • Red-teams your AI too — the chatbots, copilots and agents legacy tools can't even see.
vs
What it is

A red team that never clocks off.

Point Sigmix Red at a scope you own and are authorized to test. It behaves like a patient, tireless operator: enumerating your surface, reasoning about how pieces connect, and — only where you allow it — safely confirming that a path is real. Then it writes it up in plain language.

  • Continuous, not once a year. It re-tests every time your surface changes, so drift is caught in days rather than at the next audit.
  • Chains, not checklists. Scanners list issues; Red connects them into the two or three paths that actually reach something that matters.
  • Evidence, not noise. Every finding arrives ranked, de-duplicated, and backed by a reproducible path — not a 400-page export.
  • You stay in command. Anything intrusive waits behind an explicit human approval gate. Nothing destructive runs by default.
The Sigmix Red findings view — ranked, de-duplicated, evidence-backed
Findings · ranked, not dumped
Your real attack surface

It's not 40 assets. It's everything you forgot you had.

A big organisation accumulates a decade of DNS records, staging sites, acquisitions and abandoned projects. That sprawl — the dangling records, the end-of-life servers nobody owns — is exactly where an AI attacker starts. Sigmix Red maps all of it, continuously, and shows you what's actually reachable.

The full authorized attack surface, mapped continuously
Your real attack surface
sigmix-red · attack surface — ACME-EXT-04Illustrative
1,247DNS records
341Subdomains
58Live services
23EOL / legacy
9Dangling DNS
6Shadow IT
vpn-old.acme.safirst seen 2018 · owner unknownExploitable CVE
legacy-blog.acme.saWordPress 4.2.1 · 14 plugin CVEsEnd-of-life
promo-bf.acme.saCNAME → deleted storage bucketTakeover-prone
autodiscover.acme.saExchange 2013 · unpatchedProxyShell
staging-payments.acme.sanon-prod · internet-reachableExposed staging
app-ios-beta.acme.saCNAME → dead app hostTakeover-prone
ftp.acme.saplaintext FTP · first seen 2014Cleartext creds
wiki-2019.acme.saConfluence · unpatchedOGNL RCE
Red then chains these forgotten assets into paths a scanner would never connect — the dangling record becomes a trusted phishing origin; the EOL gateway becomes step one to your crown jewels.
How it works

A disciplined loop — with the brakes wired in.

Every engagement runs the same controlled cycle. The two points where the operator could touch your systems are guarded by explicit human approval, and every action it takes is written to a tamper-evident audit trail.

01

Scope & authorize

You define exactly what is in bounds and sign off. The scope is locked; anything outside it is refused, not attempted.

Written authorization
02

Discover & map

The operator enumerates the authorized surface and builds a live model of assets, identities and how they relate — read-only.

03

Reason & chain

It connects weak points into candidate attack paths, ranked by how close each gets to something you actually care about.

04

Validate — safely

Only with your go-ahead does it confirm a path is real, using the least-intrusive check. Non-destructive by default; no data exfiltrated.

Operator approval gate
05

Prove & report

Each confirmed path becomes a plain-language finding — impact, the exact steps to reproduce, and the fix — routed to the right owner.

06

Retest & watch

When a fix ships, Red re-checks it. When your surface changes, it starts again — so the picture is never stale.

A continuous cycle — every action audit-anchored via Sigmix Guard™.
What it covers

One operator across the whole surface.

Described by outcome, not method. Red reasons across the layers a real adversary would — and, uniquely, across the AI systems you are now deploying yourself.

Flagship

AI & LLM red-teaming

Probes your own chatbots, copilots and agents for prompt-injection, data leakage and unsafe tool-use — the attack surface most tools ignore entirely.

External attack surface

Continuously discovers internet-facing assets — including the ones nobody remembered — and watches them for exposure as they change.

Web & application logic

Reasons about how your apps actually behave — access control, business logic and authentication flaws that signature scanners walk past.

Identity & cloud posture

Maps over-privileged roles, stale keys and risky trust relationships, then shows which ones actually open a path — not just a long list.

Lateral-path mapping

Once inside a foothold (with approval), it models how an adversary would move toward crown-jewel systems — and where to cut the path.

Credential & exposure checks

Flags reused, leaked or weakly-protected credentials in scope and shows the blast radius — validation only ever with your sign-off.

The console

One screen your security team actually reads.

Severity at a glance, the paths that matter, and a live view of what the operator is doing right now — including anything waiting on your approval.

The Sigmix Red console live in a security operations centre
Live in your operations centre

Explore the full operator console — engagements, findings, attack paths and the live agent feed.

Open the dashboard
Authorized testing only

Powerful because it is tightly governed.

A security team briefing on an authorized Sigmix Red engagement
Authorized · scoped · signed off
Rules of engagement

Sigmix Red only ever tests what you own and have authorized.

It is a defensive tool for security teams and their approved partners. It is not sold for, and will not run against, systems you do not control or have not been permitted to test. Scope, consent and oversight are enforced by the product, not just promised in a contract.

Written authorizationEvery engagement starts from a signed scope. Targets outside it are refused, not attempted.
Human approval gatesAnything intrusive pauses for an explicit operator go-ahead. Nothing destructive runs by default.
Non-destructive by defaultLeast-intrusive validation. No data is exfiltrated, no service is knocked over to prove a point.
Full audit trailEvery action the operator takes is logged to a tamper-evident anchor via Sigmix Guard™.
In-Kingdom & on-premRuns on a sealed appliance in your building or in-Kingdom KSA Cloud. Findings never leave your environment.
Aligned to your frameworksEngagements map to NCA ECC-2, SAMA CSF and PDPL obligations, with evidence your auditors can use.
Where it runs

Deploy it the way your rules require.

Sigmix Red fits your security posture, not the other way around — a sealed appliance in your own building, an in-Kingdom managed cloud, or governed by Sigmix Guard™. Wherever it runs, your surface, findings and evidence stay under your control.

Sealed on-prem

Your own rack

Red runs on a sealed Sigmix appliance inside your data centre. Nothing about your weaknesses ever leaves the building.

0 bytes egress
In-Kingdom cloud

KSA Cloud

Prefer managed? Run Red in an in-Kingdom, data-resident environment — the same operator, hosted on Saudi soil.

Resident in the Kingdom
Governed

Under Sigmix Guard™

Every operator action passes the same independent enforcement layer that guards the rest of the platform — scrub, then anchor.

Tamper-evident audit
See it in action

Watch it find, chain and stop.

A short walkthrough of the operator discovering a surface, chaining a path, and holding at the approval gate. Prefer to read? Take the one-page overview to your team.

Get ahead of it

Find the path before someone else does.

Bring us your scope and your obligations. We will run a proof-of-concept engagement, show you the two or three paths that actually matter, and hand your team the evidence to close them.