The Factory That Pays for Itself, Part 3: The Gated Duty Cycle — Why Local Inference Decides the Economics

The duty cycle fires 720 times per day per cell. Where the reasoning model runs — and whether it runs on every cycle or only on genuine threshold crossings — is the single architectural decision that makes or breaks the TCO.