AI Use Case
Predict risk of bankruptcy and corporate distress
Use market and external indicators to predict risk of corporate distress and potential bankruptcy. Data sources will vary but may include personal data trails left by key directors.
Risk reduction - Real time awareness,Risk reduction - Evaluate counter-party risk (eg credit scores)
"European Central Bank~The European Central Bank identifies vulnerabilities at individual, country and Eurozone level banks"
Structured / Semi-structured,Text
ML Task - Prediction - Binary Classification,ML Task - Prediction - Regression,Machine Learning (ML),ML Task - Grouping - Anomaly Detection,Traditional AI,Product Type - Natural Language Processing (NLP),ML Task - Grouping - Dimensionality Reduction