Employee onboarding
Create role-specific checklists, answer approved policy questions and coordinate standard onboarding tasks.
Policy Q&A
Provide retrieval over approved HR policies with citations and escalation for ambiguous or sensitive questions.
Recruitment administration
Support scheduling, note structuring, candidate communications and job-description drafting.
Interview notes
Structure interviewer notes and highlight missing evidence against an agreed competency framework. Do not convert weak or biased interview evidence into false precision.
Learning support
Generate practice materials and role-specific learning paths from approved internal material.
Employment decisions are high-impact. Avoid autonomous candidate ranking, hiring, promotion or disciplinary recommendations without appropriate legal, fairness and governance review.
Useful KPIs
- onboarding completion time;
- HR query deflection with quality controls;
- scheduling/admin time;
- candidate communication time;
- learning completion and usefulness.
The consultant should involve HR, legal/privacy and affected process owners early for consequential use cases.
