Long-form teardowns of how systems actually get built — architecture, economics, and the constraints that decide both.
What a competitor would actually have to build to take the voice-AI category — the model lineage, the latency constraint that decides the architecture, and which parts get cheaper every quarter.
Algorithmic pricing raised margins 28% when both stations adopted and 0% when only one did. The AI economy is not an arms race — it is a set of threshold coordination games, and the thresholds are what predict.