Churn prediction model for business customers that identified potential churners with higher precision than the client’s existing model, achieving a 15-20% improvement in accuracy.

Data Lakehouse System for solving client’s visibility challenges in user behavior and content performance, enabling the client to leverage the full potential and power of existing data.

Expanded existing AI agent solution to provide more information regarding reasoning steps and enhance user experience while ensuring evaluation can be executed on sight.