The 5G-LOGINNOV and 5GMETA projects have identified a number of roadblocks and gaps during the deployment of their envisioned innovations. These gaps can prevent the early deployment, scalability, and further efficiency of AI applications. Several recommendations have been developed to tackle the roadblocks identified; some of those recommendations, relevant for both projects, have been formulated as a call to action and presented in this document.