"Driven by AI" is not just a slogan, but a core pillar of @Comarch's transformation. Would you like to be a part of this change? Explore the job opportunities below: QA Engineer (ML & Agentic AI) kariera.comarch.pl/praca/qa-… Head of AI (Tech & Business Transformation) kariera.comarch.pl/praca/hea… Head of AI & Product kariera.comarch.pl/praca/hea…

We're excited to welcome Comarch, one of our Platinum sponsors, who will be taking the stage to talk about From Anomaly Detection to Autonomous Action: Bridging ML Analytics and Agentic AI in Sovereign Telecom Networks. Modern telecommunications networks generate billions of events daily, requiring high-precision analytics and strict data sovereignty. Machine learning forms the foundation of network operations, providing real-time time-series forecasting, anomaly detection, and root cause analysis (RCA) across fault and performance management systems. Building on these core analytical capabilities, the next evolution lies in connecting ML-driven insights with multi-agent orchestration to achieve closed-loop automation. In this session, we'll present the architecture of the Comarch OSS AI/ML Platform—a hybrid, sovereign ecosystem designed to bridge predictive ML with agentic AI. We'll discuss how production ML pipelines generate the critical operational triggers that feed directly into multi-agent workflows. Using standardized context sharing via the Model Context Protocol (MCP), AI agents interpret ML outputs, reason over network topology, and safely orchestrate remediation paths. Join us to explore how combining deterministic ML precision with agentic AI reasoning establishes a practical foundation for autonomous telecom operations. The talk will be presented by Arkadiusz Zwierz, Head of the R&D Department at Comarch, alongside Sebastian Zaranek, Software Developer and Architect at Comarch. Don't miss this deep dive into the future of autonomous telecom networks—see you there!