This paper presents an augmented reality (AR) training, command and control framework targeting the preparation of first responders for emergency situations. Utilising novel AR and virtual reality (VR) technologies, the framework aims to offer efficient training sessions, while minimising the cost and complexity associated with real-world exercises. An assortment of training examples and task execution sequences are available, while particular focus is given in the ability to personalise each training session according to specific emergencies or first responder needs. The control aspect of the framework offers insight about the deployment of each first responder on the field, allowing real-time visualisation based on their current location, while displaying useful information regarding health status and mission data.