Fractile

UK chip startup Fractile is building inference hardware whose core design bet is on memory bandwidth rather than raw compute alone, arguing that moving data, not arithmetic, is the real bottleneck for running large AI models. The approach has drawn attention from semiconductor watchers weighing whether memory-centric architectures can outcompete GPUs on cost and speed for model serving.