Predictive maintenance requires an initial investment in hardware such as sensors or telematics systems that can collect data from vehicles. You'll also need predictive maintenance software that can analyze this data and generate predictions. Additionally, your team might need training to understand how to interpret the data and alerts generated by the software. Finally, for optimal results, predictive maintenance requires a continuous flow of high-quality data, so maintaining the data collection systems is crucial.