Case Study: Dun & Bradstreet improves bankruptcy prediction with H2O.ai machine learning

Dun & Bradstreet predicts business failure 12 months out with H2O.ai

The customer, Dun & Bradstreet, faced the challenge of improving its long-running business failure score, which predicts the probability a business will go bankrupt within twelve months. Achieving additional predictive lift on this established model had become increasingly difficult over time. They turned to vendor H2O.ai and its H2O-3 product to address this.

Using H2O.ai's machine learning capabilities, Dun & Bradstreet was able to add significant lift to its failure prediction solution. The implementation of H2O's technology successfully improved the model's performance, making it more effective at identifying companies at risk of business failure.

Dun & Bradstreet