Edge and cloud deployment strategies are evaluated based on latency, reliability, and offline operation trade-offs, alongside decisions between on-premise, hybrid, and cloud architectures for safety-critical inference. Data lake and data mesh approaches support process safety analytics, while bandwidth, connectivity, and intrinsic safety constraints must be addressed in field environments.