Use cases
Resume screening
Score candidates against job requirements automatically and surface top matches with structured summaries so recruiters spend time on interviews, not inbox triage.
Onboarding automation
Generate personalized onboarding checklists when a new hire is confirmed and deliver tasks to the right owners on the right timeline.
Policy Q&A
Answer employee questions about benefits, PTO, and company policies instantly with citations from the source documents.
Interview scheduling
Coordinate availability across candidates and interviewers, send calendar invites, and flag conflicts before they cause delays.
Attrition analysis
Identify turnover patterns by team, tenure, and engagement signals and deliver monthly trend reports with actionable recommendations.
Platform capabilities used
| Capability | How it’s used |
|---|---|
| Data sources | ATS database (applications, candidates, job requisitions, interview stages), HRIS (employee records, departments, tenure, compensation), calendar API (interviewer availability, room bookings) |
| Knowledge spaces | Employee handbook, benefits guides, PTO policies, onboarding templates, compliance documents, resume uploads |
| Semantic layer | Objects for candidates, employees, job requisitions, and departments. Metrics for time-to-fill, attrition rate, headcount, and offer acceptance rate. Dimensions for department, location, tenure band, and job level |
| Agents | Recruiting Coordinator for candidate screening and interview logistics. People Ops Assistant for policy questions and onboarding support |
| Playbooks | Daily resume screening batches, event-triggered onboarding checklists, weekly interview scheduling digests, monthly attrition trend reports |

