Touchdown Labs Information

Touchdown Labs helps companies lower AI cost, improve performance, and expand what their AI products can actually do. We work across AI architecture, inference optimization, and GPU infrastructure. Some teams want to serve more customers without their AI bill exploding. Some need better latency, reliability, product quality, or margins. Some are deciding between APIs, hosted open models, self-hosted GPUs, managed inference, or a different infrastructure path. Some already have strong engineers and only need deeper help on KV cache, routing, batching, serving engines, kernels, or hardware-aware optimization. We start with the business model and workload, then work down the stack: product workflows, agents, RAG, evals, model choice, APIs, serving engines, KV cache, GPUs, kernels, compilers, and hardware. The goal is not just cheaper inference. The goal is better products, higher quality, stronger margins, and more capability for your customers. Long term, we are building the software, diagnostics, serving, education, and research layer that helps companies design AI systems from product all the way down to hardware.