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Fractile is in talks to raise $600m at a pre-money valuation of $6.5bn, co-led by Lightspeed Venture Partners and Redpoint Ventures to scale AI token processing hardware.

PRIVATEAug 20, 2026about 3 hours ago

Amount Raised

$600 Million

Round Type

Venture - Series Unknown

LondonArtificial IntelligenceMachine LearningImage Recognition

Investors

Founders FundThrive CapitalRedpoint VenturesLightspeed Venture Partners

Description

Fractile, a UK AI hardware start-up, is seeking to raise $600m to enhance its AI token processing capabilities. The funding is co-led by Lightspeed Venture Partners and Redpoint Ventures. The company is also working on a $250m chip deal with Anthropic for deployment in 2027. Global demand for advanced AI chips continues to grow amidst ongoing supply shortages.

Company Information

Company

Fractile

Location

London, England, United Kingdom

About

Fractile is building chips to run large language models two orders of magnitude faster. Existing hardware is good for training LLMs, but very poorly suited to subsequent inference of the trained model, which is increasingly the dominant workload. A network’s weights need to be moved onto a chip once per word generated, and this movement takes a few hundred times longer than the subsequent computations themselves. Fractile’s revolutionary approach to fusing computation with memory eliminates this bottleneck, and can scale to allow running the world’s largest models at a global scale.

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