Velocity, variety, veracity, and volume of data have exploded over the years. The use of the data has been broadly consistent for the top line or bottom line improvement and compliance. But the complexity of data and operational costs have skyrocketed because of high licence cost for different tools, integration and hard dependence on IT and scarce data resources such as System admins, Data Engineers, and Data Scientists to clean and engineering data.

Every product idea starts with a personal struggle with something. Quantumics.AI founder, Shen Pandi, having worked in the data industry and consulting firms for a decade, found no single SaaS solution in the market to extract value from data with self-servicing capability (ingest, cleanse, engineer, automate, govern with storytelling capability). The need to solve this problem became pressing after working with various clients in different industries who had the same problem;
hence there was a desperate need for a better solution.