News
What happens to AI systems when they leave the lab and enter real production environments? This was the central question at the "AI in Production" workshop at KI2025 in Potsdam. The proceedings have now been published.
Michael Banf and Johannes Kuhn represented Perelyn, contributing a paper on the Model Context Protocol (MCP) in manufacturing. MCP is a standardised protocol that connects AI applications with external data sources and tools, comparable to USB-C for device connections. In the paper, our team examines what this means in practice for predictive maintenance, production planning and process automation.
Research at heart. Business in mind.
Find the paper here.
Event
Liliya Imasheva presented a validation pipeline for evaluating AI summaries at Conf42 Large Language Models 2026.
Event
At the IOCMA 2026 conference, Perelyn presented our method, which transforms graph data such as supply chains or networks so that AI models can learn more reliably from it, even over long distances.
