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LiquidMetal AI provides a Yield Control Plane that continuously optimizes GPU utilization in AI factories, treating GPU clusters as financial instruments. The product identifies and closes yield gaps, such as a 15.9% gap representing $47.7B/year in unrealized revenue at 1GW scale, with features like thermal throttle offset and batch padding rescheduling.
AI named LiquidMetal AI from November 2025 to December 2025.