Logic Gate Labs designs high-performance AI systems from first principles — etched in silicon, proven in production, and tuned for the workloads that other shops won't touch.
Specialist work, not a menu of services. Every engagement is bespoke; the categories below are the lens through which we approach a brief.
Custom systems for problems that don't fit the off-the-shelf prompt-and-pray playbook. Models, data pipelines, evaluation harnesses, the lot — built to outlive the demo.
Throughput, latency, dollars per inference. We profile, port, fuse and quantise until the workload runs the way the silicon was designed to run it.
Embedding ML where it has to live alongside the rest of the business: legacy data, hard SLAs, regulated environments. The work nobody finds glamorous, done well.
Practitioners first, technologists second, consultants only by accident. Below: the working brief.
Logic Gate Labs is at the front edge of applied artificial intelligence — not the marketing front edge, the actual one, where models are profiled in nanoseconds and a poorly chosen kernel costs a five-figure cloud bill before lunch.
We build high-performance software that pushes the boundaries of what's possible on the hardware our clients can afford to run. Our team combines low-level systems craft with a working understanding of the businesses we serve. We do not write whitepapers; we ship.
Every brief begins with the same three questions: what is the workload, what is it worth, and what is it allowed to cost? Everything else — the architecture, the framework, the choice of model — falls out of the answers.
We are interested in the boring half of AI: the half that has to keep working at three in the morning when nobody is watching. — House note, 2026
Briefs, problem statements, half-formed hunches. We read everything.
Tell us what's too slow, too expensive, or too strange for the off-the-shelf — and we'll tell you whether it's interesting. Write to info@logicgatelabs.com.