The company faced the following issues:
- The absence of unified dynamic financial models reflecting product life cycles resulted in low cash flow forecast accuracy.
- A lack of methodologies for evaluating the economic return of new products made it difficult to prioritize initiatives and led to inefficient budget allocation.









