Automating first-round interview screening with generative AI is not an AI project — it is a process architecture project. When a regional healthcare HR director replaced manual phone screens with a structured AI-assisted screening workflow, time-to-hire dropped 60% and she reclaimed 6 hours per week. The model didn't create those gains. The process did.

Choosing the wrong HR scheduling tool wastes more time than it saves. This case study follows Sarah, an HR Director at a regional healthcare organization, who evaluated general-purpose schedulers against recruitment-specific platforms, selected based on ATS integration and workflow fit, and cut hiring time by 60% while reclaiming six hours every week.