Speed without compromise
We optimize the path around the model, never the weights, so output stays identical while latency and cost improve.
Meet MachGen
MachGen is the inference platform for image and video. Run the best models at full quality on a fraction of the GPU capacity. Never let a shortage of GPUs decide what you can ship.
Mission
Generative media moved from research demos to production infrastructure. The bottleneck is no longer model quality alone - it is serving image and video fast enough to feel instant, at a cost that leaves room for a business. MachGen exists to solve that inference layer.
We optimize the path around the model, never the weights, so output stays identical while latency and cost improve.
More generations per GPU means usage can grow without your infrastructure bill growing with it.
Managed cloud for speed to production, or the same stack inside your own VPC when control matters.