The $1,034 Compliance Gate: How AI Classification Saves $55/Tonne on Every Load
Every Mothership load that passes through the Compliance Gate saves the customer $1,034 in CIRCIL Levy avoidance. The $55/tonne spread between clean wood ($5/tonne) and mixed waste ($60/tonne) is the entire economic engine of the Digital Refinery.
The Compliance Gate runs Gemma 4 E2B (2.3B parameters) on the Google Pixel 10 Pro, classifying construction wood waste as Clean (Class 146) or Treated/High-Risk in under 500 milliseconds. When confidence drops below 85%, the E4B Visual Fallacy guard activates for dual-model consensus.
The math is simple: 19.15 tonnes × $55/tonne CIRCIL spread = $1,034 per Mothership load. At 200 loads per week fleet-wide, that's $206,800 per week in CIRCIL Levy avoidance across the network.
This is why GCs pay a premium for wood-only bins — the total cost of ownership is lower. The Compliance Gate doesn't just classify waste. It classifies money.
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