QBoltz tackles NP-hard combinatorial optimization — the class of problems quantum computers are being built to solve. We do it classically, at room temperature, in a package small enough to deploy anywhere. That is the math under real-time autonomy: a drone swarm re-planning mid-flight, a robot fleet re-tasking the moment conditions change, a delivery network rerouting around a closure.
Modern machines already perceive the world well.
Deciding what to do next, which asset covers which task, which route, which schedule, which allocation, is a different kind of computation, and it does not fit on the processors machines already carry.
We compute using light interference, not electrons. Each optical pass evaluates an entire candidate solution at once, doing in a single operation what conventional hardware needs millions of operations to approximate. No cryogenics. No data center. No round trip.