Cash Balance Optimization Using AI and Big Data
In-house built cash forecasting tool for branches of the Garanti BBVA will be presented. Both technical and strategic aspects of using AI tools/algorithms and big data will be discussed. Additionally, pros and cons of building in-house model vs outsourcing a tool, lessons learned while using big data, POV/POC results achieved through the project and major key take-aways that can help other organizations will be shared.
- Brief information about Garanti BBVA and Cash Operations
- Need for Optimization & Need for Big Data and AI Algorithms
- In-house or Outsourcing?
- Variables & Algotihms Used
- Model Results, Screens and Reports
- Lessons Learned
- What is Next?