Wednesday, April 1, 2026

ScaleOps Raises $130M to Tackle AI Compute Waste.

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PerfectScale has raised a new funding round led by Insight Partners, with participation from Lightspeed Venture Partners, NFX, Glilot Capital Partners, and Picture Capital, valuing the company at $800 million. Founded by Yodar Shafrir (formerly of Run:ai, acquired by NVIDIA), the platform focuses on optimising GPUs and workloads beyond the limits of Kubernetes, helping companies reduce cloud infrastructure costs by up to 80%.

The platform is already used by major enterprises including Adobe, Wiz, DocuSign, Salesforce, and Coupa, highlighting the growing demand for AI infrastructure optimisation and autonomous cloud management.

As AI workloads grow and GPU costs rise, companies are increasingly looking for autonomous infrastructure platforms that can automatically manage compute resources, optimise workloads, and reduce cloud spend without manual intervention. This is becoming critical as AI scaling costs become one of the biggest challenges for enterprises.

The next phase of AI growth will depend not just on models, but on efficient infrastructure, GPU optimisation, and autonomous cloud management.

Bottom line: PerfectScale is positioning itself as a key player in autonomous infrastructure for AI, helping enterprises scale AI while controlling cloud costs.

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