Expanse is an AI infrastructure startup that predicts the computing resources a workload will need before it begins running, allowing teams to fit more jobs onto the same hardware. The company says this approach can enable as much as twice the throughput from existing GPU clusters. It participated in Y Combinator's P26 batch.
Led by Crane Venture Partners, with participation from PXN Group, Y Combinator, Standard Capital, Scribble Ventures, AIP Seed, General Advance, Ritual Capital, Robinhood Ventures, and Twenty Two Ventures.
GPU clusters are routinely over-provisioned to avoid failures, leaving expensive capacity idle even as organizations face shortages and rising costs. A tool that more precisely forecasts workload requirements addresses a real inefficiency at scale, and the broad syndicate of investors signals early conviction that software-layer optimization is a viable alternative to simply buying more hardware.