FedX was a project-based platform. TIM needed a differentiated AI offering. The IPCEI-CIS General Assembly needed a live demonstration.
FedX had been deployed exclusively through project-based engagements - each deployment a bespoke integration, not a consumable service. TIM, building its Edge Cloud Continuum (TIM ECC) and expanding its AI and Data Analytics service catalogue, had no federated learning capability to offer customers who needed to train AI models on data that cannot be centralised. The IPCEI-CIS General Assembly created the forcing function: TIM's Task 3 obligations required a demonstrable Federated Learning as a Service capability inside TIM ECC by a defined milestone, turning a strategic gap into an urgent delivery target.