The Cognitive Framework is a platform designed to equip edge data centers (EMDCs) with autopoietic capabilities, allowing them to self-maintain and dynamically manage resources. HIRO plays a crucial role in this process by selecting the most suitable machine learning algorithms for various system functions and overseeing MLOps to meet both system-wide and user-specific requirements. With this component being on the verge of integration with the rest of the services, HIRO team also supports the integration of the whole ACES project. This work includes assistance and help with ensuring that all the services are deployed and aligned with the other components.