By Niya Shorter
Beneath is a quality investigation agent for weekly business reviews in a retail distribution center. It starts from a deterministic dashboard layer to build trust in a legacy environment, then adds an agentic investigator and composer that generate speaker notes, callouts, and a ready-made presentation deck. The workflow includes review, feedback, regeneration, and a scheduled weekly run for operational use.