Expanion is an AI companion embedded in the expense submission flow. It watches users fill out forms, analyses entries in real time, and responds with suggestions — catching mismatches, surfacing evidence, and building trust through transparency and control. This project focused on designing the mechanisms that make users rely on AI with confidence, not blind faith.

Deliverables