Empowering Financial Supervision: A SupTech Experiment using Machine Learning in an Early Warning System

New technologies have made available a vast amount of new data in the form of text, recording an exponentially increasing share of human and corporate behavior. For financial supervisors, the information encoded in text is a valuable complement to the more traditional balance sheet data typically used to track the soundness of financial institutions.

• Use cases, geography and tags
• Organizations that created, adopted or are mentioned
• Ecosystem position
• Link to the original asset
• Comments and reactions