Recruiting workflow insights.
Practical notes for recruiters, staffing teams, HR, and enterprise TA: job order intake, candidate fit scoring, approval gates, compliance, and post-hire workflow.
Content clusters.
Recruiting Workflow
How teams move from job order intake to sourcing, fit scoring, approvals, submission, and post-hire updates.
- What should happen before sourcing starts?
- How job order intake reduces recruiter back-and-forth
- Candidate fit score vs opaque ranking
Explainable AI in HR
How to communicate AI decisions to candidates, regulators, and buyers. Why explainability is a business requirement, not just an ethical one.
- EU AI Act Annex III: what it means for HR teams
- How to explain an AI match score to a candidate
- The four human gates Kempian enforces by design
Compliance and Approvals
Practical guidance on data rights, outreach approvals, and audit trails in regulated recruiting workflows.
- GDPR Art.22 and automated employment decisions
- Building an AI audit trail for recruiting workflows
- Opt-out enforcement in multi-tenant outreach systems
Job Order Intake
Capturing client requests, VMS roles, and hiring-manager needs before sourcing starts.
- Why hiring lag starts at intake, not sourcing
- How job orders become recruiter-ready records
- Which requisitions should move first?
Articles launching with the full blog.
The Kempian blog launches with full content in Phase 3. Subscribe to be notified, or explore the platform and candidate fit score explainer while you wait.
