How Botika runs full-stack generative AI on Modal

Botika runs its full-stack generative AI operation on Modal, covering a 100-terabyte image data pipeline, in-house foundation models with tens of billions of parameters, and roughly 15 models serving production inference. The pipeline processes that dataset with under a 1% error rate across thousands of concurrent containers, and a single researcher can now run 50 experiments a day instead of one or two.