TIMON is an European research project under the Horizon 2020 programme. The main objective of this project is to provide real-time services through a web based platform and a mobile APP for drivers, Vulnerable Road Users (VRUs) and businesses. These services will contribute to increasing drivers and VRUs assistance and safety. To provide these services, one of the core technologies developed inside TIMON will be the design and development of Artificial Intelligence (AI) techniques for traffic prediction and route planning. The DeustoTech-Mobility research group is in charge of this part of the project. The objective of this technical paper is to describe the approach followed in TIMON to develop traffic congestion prediction and route planning services based on AI techniques and the progress done so far. Additionally, the deployment and the result obtained in the first test done is also detailed in this study.