Financial risks through climate change and climate politics are getting ever more in focus. Insurers, managers and investors of companies ask for much more transparency to manage or hedge financial climate risks and opportunities. Machine learning is a useful tool to assess so-called transition risks, which are imposed by regulation and technologic developments onto a company’s operation. This talk presents a probabilistic market model and an NLP-based resilience-assessment for companies and applies the findings to applications of insurance, investment and corporate risk management.

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