Product Lifecycle Management (PLM), SLA, Problem Management, Python, Ml, Apis, Performance Tuning, MLops, Containers, LLM-based systems, data exchange standards, AI engineering, KTLO, enterprise integration patterns, SLO, AIOps, observability, re-architecture, LLMOps, event-driven architectures, monitoring automation, cost optimisation, cloud-native deployment, CI/CD, infrastructure as code