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Robust solutions for ambient assisted living are numerous, yet predominantly specific in their scope of usability. In this paper, we de- scribe the potential contribution of semantic web technologies to building more versatile solutions — a step towards adaptable context-aware en- gines and simplified deployments. Our conception and deployment work in hindsight, we highlight some implementation challenges and require- ments for semantic web tools that would help to ease the development of context-aware services and thus generalize real-life deployment of se- mantically driven assistive technologies. We also compare available tools with regard to these requirements and validate our choices by providing some results from a real-life deployment.