Marcin Makowski

Marcin Makowski is CEO at BeOne and a software architect focused on building production-grade AI and orchestration platforms. With over 20 years of experience in distributed systems, enterprise automation, and large-scale process execution, he specializes in designing deterministic architectures in non-deterministic environments. Marcin works at the intersection of AI infrastructure, workflow orchestration, and decision modeling. His recent focus includes LLM platform engineering, model gateways, hybrid retrieval architectures, and building reproducible AI systems with strong observability and auditability guarantees. He is a strong advocate of open ecosystems and engineering-first approaches to AI adoption. Instead of treating AI as a feature, he designs it as a runtime component that must meet the same standards of reliability, scalability, and traceability as any other production system. Marcin co-authored research on dynamic decision model generation for tax compliance (accepted at ISD 2025) and regularly speaks about distributed systems, AI platform design, and deterministic orchestration in intelligent systems.