Case Study: Natural Synthetics accelerates personalized AI model training with MosaicML

How MosaicML supports the development of their Hotshot app

Natural Synthetics, the company behind the Hotshot app, needed a scalable and efficient infrastructure to train personalized AI image models for their users. Their small team found the process of managing complex cloud instances and preparing massive datasets to be a major hindrance to their development speed and cost objectives.

MosaicML provided a stable, managed environment that abstracted away infrastructure complexities, allowing Natural Synthetics to parallelize training and run both large and small model runs efficiently. By utilizing MosaicML's platform, particularly the Streaming Dataset, the company solved massive data handling headaches, reduced data upload times from hours to minutes, and accelerated their development speed by 10x, enabling them to offer their innovative app for free.

Natural Synthetics

John Mullan

Co-Founders