Certain data points, names, and details have been altered or generalized to maintain confidentiality and respect internal privacy requirements.
Overview: Led research to identify why users reported issues adding shifts via the scheduling tool. Identified critical issues with data freshness, notifications, and usability that directly informed the product roadmap.