Inference at every scale.

Boardwalk is an infrastructure research firm building an elastic inference platform. We study how to serve a growing diversity of models efficiently, from intermittent requests to sustained production traffic.

Model abundance means making specialized models practical to run, regardless of how many people use them. It requires serving infrastructure that can adapt to each model’s demand.

Our autoscaler matches inference capacity to demand. Customers retain control over model weights, GPU selection, context length, and serving settings.