The existing approach relied on a static Excel workbook that was limited in flexibility, accessibility, and scalability.

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.

AI-driven geospatial analytics that gives a competitive edge in real estate, empowering businesses with data and knowledge.