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Glossary

What is human-in-the-loop AI?

Human-in-the-loop means the model proposes; a human disposes. For freight, that usually means draft quotes, draft CMR fields, and approval taps — not autonomous client emails.

In freight operations

SMB owners often reject “fully autonomous” agents after one wrong send. Draft-only design matches how desks already work with juniors: prepare, then senior sends.

How it relates to 4logist AI

4logist AI is built for SMB freight forwarders who want AI drafts with human approval. Glossary terms below link to agents and connectors when they map directly to product surfaces.

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