Untangling supply-chain exceptions.
The challenge. A global shipping team was losing time every day to scattered vendor updates, manual follow-ups, and exception paths that nobody could see clearly.
The approach. We mapped the decisions first, then built a quiet orchestration layer to gather signals, surface anomalies, draft responses, and keep humans in the loop where judgement mattered.
Resolution time fell by 40%, and the team finally had a calmer way through the edge cases that used to pile up.
