What is weak?
Thousands of findings, no order
If you are lucky enough to have a cybersecurity budget, your tools will tell you what processes are broken, which regulations you are not compliant with and what kind of phishing your employees fall for. None of them tell you what to prioritise based on what your company might actually lose. We model your real estate, small startup or big enterprise, and cut through the noise. For free. Well, sort of.
In our model, we want to simplify but also make sure we have a clear exposure based view of what is urgent and what is important, because these two are actually not the same.
Money you would actually lose to cyber incidents in a typical year: downtime, recovery, fines, notification, lost customers. Not what security tooling costs you, and not a worst case.
The assessment is easier if you bring a diagram and some prior knowledge of the company and product, or at least a description. We can also connect to your tools, if you are not scared. We will sign an NDA if need be.
So you have CrowdStrike, Okta and Tenable (you're a lucky CISO). All of them need a team of ten to run through every alert and possible scenario. How do you know what to prioritise? And why, and with what money?
Thousands of findings, no order
Real-time threats and exposure points
A number, disconnected from the fix
GRC evidence is stale by design
The idea behind this platform is that we want to use the power of AI and computational knowledge to create a (safe) space you can actually use to orchestrate your entire security program and actually mature it as your company grows (or shrinks - but still your choice)
Bring a diagram or connect what you run. We propose what we found; you approve or reject each one.
Routes, threats and controls get wired to the parts of the business that make a tasty target for hackers.
We give you options depending on your budget, compared on loss removed, effort and cost.
A person decides, with a reason. Then we play tag with whoever is the poor soul assigned to fix it, until the number moves.
It's the end of the world as we know it, and it matters that you cut through the noise of agents and everyone telling you to ACT NOW, and focus on your own assets instead. Everyone has started talking with unearned authority, so we want to help, with the backing of over 30 years of experience in security.
Reconnaissance, vulnerability research, phishing and sorting through stolen data are all cheaper than they were. Your time-to-decision has to come down with them.
Agents plan, call tools and cross systems using delegated identities. Those permissions and data flows are assets. Most estates have no idea how many they have.
New AI services, automations and citizen-built workflows appear faster than any annual assessment can write them down.
Anyone can generate a policy in a minute. What is left as evidence of security is provenance, observed control state and a history of real decisions.
Yes, we use AI, and no, it does not get a vote. It is brilliant at reading your messy diagrams and hopeless at understanding your actual estate and the intricacies of your business by itself, so that is all we let it do. The maths is reproducible and you can take it apart.
Diagrams, free text, findings and feeds turn into candidate assets, flows, scenarios and actions, as drafts, in a queue.
Routes, assumptions, loss distributions and intervention deltas, all decomposable and reproducible. You can take it apart.
You approve, edit or reject, and your name sits on the reason, the timing and the residual you accepted.
Whether you need it for your board meeting, for an auditor knocking at your door, or for a client who really, really wants to know, we help you compile it for all tastes and backgrounds.
You speak numbers, we speak numbers. Instant win!
The budget you get is never the budget you wanted, and that will forever be your curse. At least this ranks what the money you do get should buy.
You should know your crown jewels and be able to defend them. Ransomware lands while your CISO writes policies and you decide which AWS services to cut for Codex tokens, and then who are you gonna call? Ghostbusters, probably.
Without evidence, what are we? Unregulated? You need a way to prove your programme to everyone (and their mothers).
We could sell you compliance software and stop there. We could be, we just don't want to. The same control state, evidence, owners and decisions map across ISO 27001, SOC 2, NIST CSF, GDPR, NIS2, DORA and CER, because you did the work, not because you lied on your audit (wink).
CONTROL · OWNER · EVIDENCE · VERDICT
CURRENT, OWNED AND TRACEABLE
FRAMEWORKS · AUDIT · BOARD · REGULATOR
So we wrote this huge paper that only Marcello fully understands and Ioana nods along to, but the short version is: we found a way to compute cost using models that already exist, like FAIR and Monte Carlo. Only read it if you are a nerd, nerd.
READ THE EXPOSURE FORMALISM ↗A spreadsheet and an afternoon will get you most of the way. Come back when the estate stops fitting in your head.
We produce evidence as a by-product of real work. If the only goal is the badge, a pure compliance tool is faster, and we can recommend some good ones.
You don't do the work of making sure people are accountable, or you work somewhere that still doesn't understand in 2026 why security matters. In which case, we might be hiring!