The 908 Crore Milk Giant

Earlier, the brand was working on a SaaS-based platform and it was helping them enter the market but as the users increased and the operations expanded, it started creating limitations. The system was not flexible enough. There was very limited control over the data and because of this, managing and accessing large volumes of customer and distributor data became difficult and it also raised concerns around performance. So the biggest challenge here was how to move all this existing data into a new modern database without affecting the ongoing operations, because even a small disruption could impact daily deliveries.

As the business expanded into multiple cities, the operations also became more complex and it was not easy to manage everything from one place. Each city had different requirements, and the processes were not always the same so maintaining consistency became difficult. There were issues in tracking inventory, managing deliveries, and coordinating with distributors because everything was not properly connected. And due to this, visibility across operations was also limited.

The existing system was based on a monolithic architecture, and while it worked initially, it started causing issues as the platform grew. Any small update required changes in the entire system, and this made the process slow and risky. Also, scaling specific features like order management or delivery tracking was not easy because everything was connected. So it became necessary to move towards a more flexible architecture.