Why teams compare
AI agents can resolve more. Ecommerce buyers still need controlled proof around post-purchase work.
- Complex workflows need guardrailsOrder status, carrier exceptions, returns, exchanges, warranties, subscriptions, and damaged items need commerce context and policy checks.
- Backend actions carry riskAutonomous systems can move fast, but refunds, credits, chargebacks, VIPs, fraud signals, unclear identity, and legal-sensitive cases need review.
- Resolution claims need economicsBuyers need to see hours saved, value retained, held risk, and support-team trust before recurring spend expands.