Decide

When to use AI vs human workflow for vinyl

AI/agents for estimates, audits, and shop lookup. Humans for pressing authentication and formal appraisals.

Key points

• Agents = speed
• Humans = authenticity
• Export bridges both

Next step

Estimate value · Save your shelf