Run Batch jobs with 1 line of code

“With the old in-house systems, we'd have to tune number of workers, instance size, parallelization strategy, all this stuff, which was very time-consuming and not directly generating business value. Modal magically handled all that.”

“Processing external quantum mechanical datasets comes with unique challenges. Jobs can fail in numerous ways—from low-level errors thrown by the underlying analysis packages, to transient issues communicating with our storage server. Modal's retry mechanism and batching primitives have made our data pipeline much more robust.”

“Modal's autoscaling capabilities give us the best of both worlds. We get the power of a massive GPU cloud when we need it, without the complexity of managing spot instances or cloud-specific infrastructure.”