#human-in-the-loop

A multi-agent retail solution pairing customer service and inventory agents with two human-aware operational workflows.

Extracts key clauses, flags policy deviations, and prepares a review packet for legal approval.

Classifies incoming cases, drafts grounded answers, and routes high-risk issues to a human queue.