We flip the switch on applied AI.
Light Switch AI turns frontier models into practical, reliable products. We handle the whole path — design, machine learning, and the infrastructure to run it — and we measure everything along the way.
From idea to AI that just works
We treat AI as an engineering discipline — versioned, evaluated, and transparent — not a black box.
Applied AI products
We design and build AI-powered products end to end — from the first prototype to a production system real people rely on.
Built on evidence
Every model decision is measured. We evaluate quality against real data before anything ships, so improvements are provable.
Designed to be trusted
Clear, honest interfaces. We make an AI system's strengths — and its limits — obvious to the people using it.
Production-grade
Versioned, observable, and reliable. We treat models like software: tested, monitored, and safe to roll back.
Fast, focused iteration
We ship small, well-specified slices and learn quickly — momentum over big-bang launches.
Modern by default
A clean, fast stack — React on the front, C# on the back, models in the middle, all running on Azure.
A few principles we don't bend on
They keep our work honest, our shipping steady, and our products trustworthy.
Honesty over hype
We'd rather under-promise and earn trust than over-claim and be wrong.
Measured, not magic
If we can't evaluate it, we don't ship it. Real data decides.
Ship the slice
Small, tested increments behind a passing pipeline — every time.
Have a hard problem worth turning on?
Whether you're exploring what AI could do or ready to build, we'd love to hear from you.