About FenxLabs
We build sovereign AI infrastructure from Amsterdam. Our technology gives organizations the full power of modern AI while keeping humans in control of the decisions that matter.
Everything we ship, from intelligent model routing to distributed compute to agent orchestration, is built on one conviction: AI capability and human oversight aren't competing priorities. They're the same design goal.
What We Believe
Large language models are probabilistic systems. They generate likely answers, not guaranteed ones. That's not a flaw; it's the nature of the technology. And it means the organizations that use AI most effectively aren't the ones trying to remove humans from the process. They're the ones designing systems where humans and AI each do what they're best at.
We build for that reality. Every system in the ARCHIMEDES stack includes human oversight at the decision points where it matters: routing choices, execution approval, output validation, escalation handling. Not because regulators require it, but because it produces better outcomes.
This isn't a philosophical position we arrived at and then built products around. We built products, watched what actually worked in production, and the evidence kept pointing the same direction: humans in the loop, always.
Our Values
Curiosity
The AI field moves fast, and we stay useful by staying curious. We question assumptions, test ideas, and learn from what doesn't work as much as what does.
Innovation
We build things that didn't exist before. ARC routes queries across models because nobody else made that work well enough. HIM connects compute sources others ignore. We innovate where it matters, not where it's fashionable.
Integrity
We build human-in-the-loop by design, not as a checkbox. We choose European data sovereignty when it would be easier not to. We tell clients when a simpler solution would serve them better. Trust is earned by doing the right thing when nobody is watching.
Impact
We measure success by whether our technology actually works in the real world, for real organizations, solving real problems. Not by how impressive the demo looks.
Our Research
Our research feeds directly into the ARCHIMEDES technology stack. What we learn becomes what we ship.
We focus on the practical side of AI infrastructure: how to route queries to the right model, how to build reliable ML systems for real-world data, how to stitch together compute from different sources, and how to keep AI agents reliable over long-running tasks.
Explore ARCHIMEDESResearch Areas
- Intelligent model routing and selection
- Production machine learning for structured and unstructured data
- Data pipeline architecture and processing at scale
- Distributed compute across heterogeneous hardware
- Agent orchestration with human-in-the-loop controls
- Model evaluation, fine-tuning, and adaptation techniques
- Reducing model fatigue in long-running AI tasks
- Sovereign AI infrastructure for European organizations
The Team
Engineers, researchers, and builders working across the full stack, from low-level compute infrastructure to the interfaces people actually use.
Joe Shenouda
Co-Founder & CIO
Strategic cybersecurity leader specializing in AI-led security transformation, with deep expertise in SOC operations, vulnerability management and incident response. Has led cyber defense initiatives for critical infrastructure across Europe, protecting sensitive systems and data at scale.
Common Questions
Built in Europe. Built for Control.
Whether you're exploring intelligent model routing or planning a full sovereign AI deployment, the right starting point is a conversation.
Get in Touch