British chip startup Fractile has raised a $720 million Series C to finance the first shipments of its AI inference hardware and systems next year. Thrive Capital, Founders Fund, Lightspeed and Redpoint led the round, with participation from Britain’s Sovereign AI Fund.

The British government said the deal values Fractile above £5 billion; separate reports put the figure near $7 billion. That makes it one of the most heavily funded startups attempting to challenge established accelerator suppliers, although valuation and capital do not establish the performance of hardware that has not yet shipped.

Fractile’s current design stacks conventional DRAM directly above each chip. The company argues this can ease the tension between memory capacity and speed when serving large models and long agent workflows. It is also building a compiler intended to optimize how language models execute on the hardware, giving it a full-stack rather than chip-only approach.

Chief executive Walter Goodwin acknowledged that substantial work remains. The next milestone is delivery of working systems, followed by independent measurements of throughput, latency, power use and software compatibility. Until then, the round mainly gives Fractile the resources to turn its memory architecture into a commercial product and gives the UK government a domestic stake in AI infrastructure.