# Onboarding conversation examples

Source: https://developer.avalara.com/ai-onboarding/bdj8896187728156/

# Onboarding conversation examples

These examples demonstrate how the AI assistant guides users through common onboarding scenarios with clear, actionable recommendations.

-   [Scenario: Bulk item classification](/ai-onboarding/ujw1997037121428/ "Learn how bulk item classification is performed using AI assistance, user confirmation, and audit trail generation.")
-   [Scenario: Proactive nexus recommendation](/ai-onboarding/ypm5666075790248/ "This scenario explains how proactive nexus recommendations address compliance gaps through guided review and execution.")
-   [Scenario: Certificate expiration management](/ai-onboarding/cxu8079412656843/ "Manage expiring exemption certificates and take appropriate actions to ensure compliance.")