AI in order processing: what to trust and what to verify

Teams new to AI-assisted intake often ask for 100% automation on day one. Mature deployments treat the model as a fast first pass with explicit confidence thresholds.

Operational pattern

High-confidence orders flow straight to approval. Medium-confidence orders land in a review queue with highlighted fields.