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.
Function
Benefits
Risk reduction - Real time awareness,Risk reduction - Evaluate counter-party risk (eg credit scores)
Case Studies
"European Central Bank~The European Central Bank identifies vulnerabilities at individual, country and Eurozone level banks"
Potential Vendors
Silo AI
Industry
Financial Services
Banking
Data Sets
Structured / Semi-structured,Text
AI Technologies
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