In the process to combine A.I. object detection tools with medium, high, ultra-high resolution satellite images, SAR data and RF data, it is important to use as many available sources as possible – AIS, VMS, coastal radar, airborne patrol, SAR data, etc. Most common practice in the maritime domain is the fusion of satellite images and AIS or VMS systems, mostly done with SAR images. MAGINet procedure is a new challenge with the use of video and microsatellite optical, SAR missions and RF data combined with AIS, thus ensuring the creation of a futureproof platform that incorporates state-of-the-art technologies.