**The big picture:** Compass Group, a global hospitality giant, is leveraging advanced AI and automation to manage over 7 million applicants and up to 200,000 annual hires, transforming its high-volume recruiting strategy. **Why it matters:** This case study highlights how large enterprises are moving from manual, grassroots hiring to sophisticated tech-driven talent acquisition to handle massive applicant volumes and streamline recruitment. **Between the lines:** - Compass Group's hiring volume ranges from 160,000 to 200,000 annually, excluding seasonal and temp labor. - The company received over 7 million applications last year, a significant increase from previous years. - Technology adoption includes native job-board integrations, automated re-engagement, and an end-to-end conversational ATS. **Staffing & HR impact:** AI interviewing agents and fraud detection are filtering out noise, allowing recruiters to focus on high-value human interactions rather than administrative tasks, potentially improving recruiter mobility and efficiency. This shift also impacts compliance by standardizing processes across a vast applicant pool. **The bottom line:** The future of high-volume recruiting is deeply intertwined with AI and automation, enabling companies to process immense applicant data while elevating the recruiter's role.