#hybrid-human-in-the-loop
#hybrid-human-in-the-loop

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#local-first-ai-inference #confidence-gated-routing #document-extraction #composite-scoring

Local-First AI Inference: A Cloud Architecture Pattern for Cost-Effective Document Processing

The key decision in cloud AI systems is when to call the model, using confidence-gated local extraction to cut Azure OpenAI calls by 75% and cost.

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