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Why Vamocles exists

Businesses and critical infrastructure run on networks attackers can reach from anywhere, now with AI. Why we build defence AI models to answer that.

A city at night, its networks traced in crimson
The network is a front line too

The front line moved

For most of history, defending something meant defending a place. A wall, a gate, a border, a building with a lock on the door. The threat had to come to you, and you could see it coming.

That is no longer how it works. A business today is a set of accounts, laptops, phones, cloud services, domains and the people who hold the keys to all of them. None of it sits behind a single wall. All of it can be reached from anywhere, at any hour, by someone who never has to set foot near you.

The attack on a pipeline rarely starts at the pipeline. It starts with an email to the engineer who runs it, a reused password that turned up in a leak, a laptop that opened a file it should not have. The front line is now the inbox, the sign-in page and the home address someone is selling.

AI changed both sides

Artificial intelligence did not create this problem, but it has made it faster and cheaper. A convincing phishing email used to take effort to write; now it takes seconds, in any language, tailored to the person reading it. A cloned voice can ask the finance team to move money. A look-alike domain can be registered, dressed and pointed at your staff before lunch.

Every AI is both a shield and a weapon. The question is whose side it is working on.

The same technology can watch every sign-in, read every alert and notice the pattern a tired person would miss at three in the morning. It can explain what happened in plain words and suggest what to do next. That is the side we are building on.

What we are building

Vamocles builds defence AI models: custom, organisation-specific models for surveillance, threat detection and monitoring, for businesses and the operators of critical infrastructure.

Generic AI does not know what normal looks like at your pipeline, your port or your company. A model trained on your own feeds does. So the work always starts in the same three steps:

  • Your data: the drone video, satellite passes, sensor and control-system readings, sign-in and network logs you already have. It stays yours.
  • Your model: a model built around your assets and tuned to your idea of normal, so it raises what matters and stays quiet about what does not.
  • Deployed where you are: in the cloud, on your own servers or at the edge in the field, designed to keep working where there is no connection at all.

Each of our six domains has its own model family: aerial anomaly detection for air, vessel behaviour for sea, site and hazard watch for land, change detection from orbit, network anomaly detection for infrastructure, and a model that learns an organisation's normal for cyber. All of them feed one command picture.

For individuals, the personal tools are already in preview on iPhone and Mac: Vanish takes your name off data-broker sites, Monitor watches your domains for new leaks and breaches, and Vamo checks suspicious files on your Mac and talks you through suspicious links and messages.

AI recommends. People command.

There is a version of AI security that quietly makes decisions on your behalf. We do not think that is the right one for defence. When something consequential happens, a person with the authority to act should see it, understand it and decide.

So Vamocles is designed around a simple rule: the system watches, explains and recommends; your people make the call. Vamo, our AI analyst, turns raw signals into a short brief: what happened, why it matters, what we suggest. Turning on Lock Down for a site, a network or a person is one gesture away, but it is your gesture.

The same rule shapes how we treat data. The personal apps keep what they hold on your device. This website sets no cookies and loads no trackers. A defence system should earn trust before it asks for any.

Where we stand

We lead with businesses and critical infrastructure, because that is where the stakes are highest and the data already exists: pipelines, grids, ports, ground stations, and the networks and people that run them.

We will always say plainly what is real. Most of our models are in development, and two pilots are underway with businesses. Models for infrastructure, air, orbit and cyber are being built now; sea and land follow on the same foundations.

In developmentModels for infrastructure, air, orbit and cyber. On the roadmapSea and land. Available in previewPersonal apps on iOS and macOS.

You can read how we are approaching each domain in our research.

Shape a model with us

We are looking for the next businesses and operators to pilot with: organisations with assets worth defending, data worth learning from, and the appetite to shape a model around their own mission rather than buy a black box that alerts.

If that is you, request a briefing. A person reads every request, and we reply within seven days.

Published by Vamocles ·

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