The Adults in the AI Room
We are a High-End AI Engineering Boutique. We reject the 'body-leasing' model. We don't hire juniors, and we refuse to learn on your budget.
The Engineering Standard
Every line of code we deliver meets the 'Industrial Standard'—stable at 3 AM and fully auditable. We build for companies that cannot afford to fail.
Senior-Only Network
A distributed network of elite architects from Poland & UK, led by Lead Architect Mateusz Szczepański.
Mateusz Szczepański
Lead Architect
Engineering Metrics
We don't rely on reviews. We rely on the math. Our benchmarks prove production-readiness.
M+
Pages/Hour (High-Throughput)
.4%
Accuracy (Hero Case)
RAG Architectures
Core Values
Measurability
What can't be measured, can't be improved. We benchmark every deployment against the Mafin 2.5 standard.
XAI (Explainable AI)
No black boxes. Every AI answer must have a citation you can verify with one click.
Laziness (Automation)
We automate MLOps so thoroughly that manual maintenance is minimized. Self-healing is our baseline.
Our USP: The Exit Strategy
We Build, We Train, We Leave
We profit from delivering value, not creating dependency. We build on Clean Architecture and train your team to take over. No vendor lock-in.
Senior Engineers
deployed across Europe
Our distributed network consists exclusively of senior engineers from Poland and the UK. We operate across key European tech hubs, bringing industrial-grade expertise to your project without the overhead of a traditional agency.
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Stop Guessing.
Start Measuring.
We check your data quality, test it against industry standards, design the right system for you, and show you the return on investment. We measure everything with real data.
