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Climate change has significantly increased forest fire risk across EU, threatening our critical infrastructures providing essential for services, e.g. mobile telecommunication. AI-RON MAN project aims to deliver a tool to dynamically predict wildfire risk in areas where such infrastructures are located, supporting first responders to preventively intervene and avoiding service disruption. The tool will be based on AI techniques that enable the exploitation of existing historical datasets (including satellite images from Copernicus) to forecast future wildfire likelihood and expected severity. [ABSTRACT FROM AUTHOR]