Attackers now have AI.
Will your cyber defense hold?
Aegi Labs tests your systems using the latest advanced AI models the attackers use.
Cybersecurity is facing a paradigm shift. Within twelve months, AI-driven attacks will fundamentally reshape the threat landscape. AI now lets anyone find and exploit vulnerabilities at a scale far beyond human capability.
Source: IVA, AI-driven cyber threats – the coming twelve months (2026)
Traditional security can’t keep up.
AI makes attacks faster, cheaper and more sophisticated. Meanwhile, classic security tests are expensive, slow and rarely built for the threats AI brings.
Expensive and slow
A traditional review is expensive and done by hand. By the time the report is ready, the threat landscape may already have changed.
Done far too rarely
Once a year isn’t enough when new AI models and attack tools ship every other week.
Not built for AI threats
Most tests look for yesterday’s vulnerabilities. Few are made to withstand autonomous, AI-driven attacks.
Sources: Why traditional cybersecurity falls short for AI systems (CompTIA) · Cybersecurity in Swedish small and medium enterprises (2025)
An attack is expensive.
And it’s already happening.
This isn’t a distant risk. Organizations are being hit right now, with costs in the millions and leaked data for millions of people.
Miljödata
An attack on a single IT supplier hit around 200 municipalities and regions.
Source: ZbriqSportAdmin
After a hacker attack that leaked personal data, the IMY issued an administrative fine.
Source: Sveriges RadioThree simple steps. From address to report.
You point us to your service
Give us the address of your website or app. For a deeper review, you can also give us access to your code.
Our AI attacks
We use our AI agents on your systems, exactly as a real AI-driven attacker would, but on your side.
You get a clear report
You see what needs fixing, how serious it is and where to start.
Security all the time,
as often as you need.
A report you can act on.
Business-focused for leadership, technical enough for those doing the fixing. You’ll learn what was found, how serious it is and exactly how to fix it.
Executive summary
The most important things first, framed in business terms for quick decisions.
Clear priorities
What’s serious and must be fixed, and what can wait.
Technical detail to fix with
Where the vulnerabilities are, how to reproduce them and how to fix them, so your developers can act right away.
Follow-up
We verify that what you fixed is actually resolved.
Built by a team in Linköping.
We’re a team with deep expertise in AI, connected to Linköping University. We founded Aegi Labs to meet a paradigm shift: AI is changing both how systems are attacked and how they can be defended.
AI-driven attacks are a problem for society as a whole. Companies and public authorities are effectively defenseless against tomorrow’s attacks. Our mission is to change that: to use the most advanced AI models to find the vulnerabilities before attackers do, at the pace the threats evolve.
Your first consultation is free. We go through your needs, with no obligation.
Book it now
Questions and answers
What is AI-driven penetration testing?
A penetration test is a controlled security assessment where we try to break into your systems the way a real attacker would. AI-driven means we use the same advanced AI models today’s attackers use, which lets us find more vulnerabilities and find them faster.
How are you different from a traditional security test?
Traditional tests are done rarely and cannot keep up with how fast the threat landscape changes. We test continuously, so you catch weaknesses as they appear rather than long after.
How often should we test our systems?
The threat landscape changes every week, not every year. We recommend continuous testing rather than one-off engagements, especially after changes to your systems, when new AI models are released and before a new customer launch.
What do we get delivered?
You get a clear security report showing the vulnerabilities we found, how serious they are and concrete remediation advice. The report is written to be understood by both engineers and management.
Does the first consultation cost anything?
No, the consultation is free and with no obligation. We go through your needs and what a security test could look like for you.
Which systems can you test?
We test web applications, APIs and your digital services, among other things. Get in touch and we will look at your specific environment.
Can you withstand tomorrow’s attacks?
Find the weaknesses before an AI-driven attacker does. Book a consultation, free of charge.