EX AI HUB · KAROL SZÉKELY
Multi-agent systems · Sovereign EU stack · Open-weight architecture
Let's talkMulti-agent systems that read thousands of pages and deliver decision-grade synthesis in hours. For due diligence, M&A, and pre-investment screening.
Open-weight models (Mistral, EuroLLM) in EU jurisdiction. On-prem or SecNumCloud. No vendor lock-in, no data leaving the EU.
FRIA scaffolds per Art. 27, DORA register-as-a-service, GDPR DPIA for AI systems. Ready for the August 2, 2026 high-risk deadline.
Splink + Neo4j for beneficial ownership graphs, sanctions and AML/PEP screening. Compliant with the 2024 EU AML package.
LangGraph with validated message passing. Agents working autonomously 24 hours, delivering results before you turn on your computer.
Partner-grade advisory for boards and investment committees. AI architecture review, risk assessment, scope alignment before PoC.
"AI isn't here to replace judgment. It's here to make judgment possible — for decisions one person alone can't read through."
I build multi-agent systems that read documents, connect entities, and deliver decision-grade synthesis to people in hours, not weeks. The stack is open-weight, in EU jurisdiction — no vendor lock-in, no data leaving the EU. I work best as a team of one: more code on weekends than PowerPoint on weekdays.
Open-weight models in EU jurisdiction. On-prem or SecNumCloud. No vendor lock-in.
Every claim falsifiable. Auditable decisions, citable sources.
Parallelism, specialization, observability. No single-LLM black box.
EU AI Act, DORA, GDPR as infrastructure, not afterthought.
I'll respond within 24 hours