EdTech SaaS platforms often experience peak usage hours where the software database must process a significantly higher number of queries. еheir old database was not only inefficient during these peak times but was also costly to maintain round-the-clock. The challenge lies in ensuring the system can handle the load during peak hours operationally while being cost-effective from a business perspective. Overfinancing for underutilized resources can lead to unnecessary expenses.