We build applied AI people can actually trust
Light Switch AI is an applied-AI studio. We turn frontier models into honest, useful products — and we sweat the engineering so they hold up in the real world.
Make powerful AI genuinely useful
Frontier models are remarkable, but raw capability isn't a product. We close the gap between what models can do and what people can rely on — with careful design, rigorous evaluation, and solid engineering.
The name
A light switch is the simplest interface there is: a hard problem on one side, an obvious result on the other. That's our goal for AI — flip the switch, and complexity becomes clarity.
How we operate
A small, senior team that values craft and momentum. We work in tight, well-specified slices, measure before we move, and keep our products honest about their limits.
The principles behind everything we ship
Honesty over hype
We'd rather under-promise and be trusted than over-claim and be wrong. We're clear about what AI can and can't do.
Measured, not magic
If we can't evaluate it, we don't ship it. Every model change is scored against real, labeled data.
Built for real users
We build for the person on the other side of the screen — useful, understandable, and dependable.
Ship the slice
Spec-driven development: small, well-specified slices, each tested and shipped behind a passing pipeline.
Come build with us
We're a small team that values craft, honesty, and shipping. If applied AI sounds like your thing, we'd love to talk.