Business Challenge:
A prominent industry player overseeing a vast portfolio of thousands of properties across diverse geographical locations, property types, and housing categories, had to anticipate and budget for future costs associated with a wide range of services provided. However, their cost projections consistently lagged behind the actual expenses, resulting in a detrimental six-month delay that led to inaccuracies and hindered effective decision-making processes.