Multi-Agent AI for Context-Aware Machine Translation

DATAmundi’s Piotr Peszyński, Senior Solution Architect, presented “AIDA Agents: A Multi-Agent Translation Platform with Context-Aware Quality Control” at the European Association for Machine Translation (EAMT) 2026 conference in Tilburg, the Netherlands.

The research introduces a production-ready, multi-agent AI architecture that improves machine translation quality without the need for costly model fine-tuning. It explores how specialized AI agents collaborate to perform translation, quality evaluation, post-editing, and review, while incorporating translation memories, terminology, and style guidance throughout the workflow.

Presented at EAMT 2026, the research demonstrates how multi-agent orchestration is helping reshape multilingual AI content and data workflows.

Download the Research Poster (PDF)