The client's business model encompassed seven key dimensions, each requiring careful consideration and financial planning across multiple departments. These factors presented a dynamic challenge as traversing through the sparse data points was needed. The approach was non-productive in their process, and the client could not effectively identify the right combinations to plan. During periods of high concurrency, the client also faced challenges in platform performance, making it nearly impossible to work seamlessly and simultaneously in the model.