Map the onboarding journey
Separate information from access control
AI can prepare access requests, but permission grants should follow deterministic identity and approval systems.
Ground answers in approved HR knowledge
Internal policy Q&A should use current, approved sources and surface the source document. Sensitive or ambiguous questions should route to HR.
What to measure
Track HR admin time, new-hire task completion, time-to-access, repeated questions and correction/escalation rates.
Frequently asked questions
Can AI onboard employees end to end?
It can assist many administrative steps, but identity, permissions, employment decisions and sensitive exceptions should remain governed by people and deterministic systems.
Can AI answer HR policy questions?
Yes if grounded in approved, current policy sources with escalation for ambiguous or sensitive questions.
Should AI provision access to company systems?
Generally keep actual permission grants within existing identity and approval controls. AI can prepare or route the request.