Fleet Defender’s software when installed as a software application at the OEM level can run on bare metal. Our system is programmed in RUST, a memory safe language utilized by the US Military. As a telematics application we exist as a containerized app on your existing telematics unit.
If we already have your vehicle cataloged in our system, we don’t need to do any additional onboard training. If we do not currently have your make and model in our system, we are able to take data from your vehicle and run it through our models in a secure azure cloud. We train them and can push those models over the air to the device. We don’t do any real time training to avoid data poisoning attacks. All training is done before the system goes into full operation.