How do you evaluate AI customer service vendors?

Evaluate AI customer service vendors by testing them on your own tickets and scoring them on measured resolution rate, connections to your systems, ability to take safe actions, guardrails and approvals, quality of handoff to humans, analytics, security and compliance, time to value, and total cost at your expected volume. Insist on a pilot with real data.

Scorecard

CriterionWeightWhat good looks like
Measured resolution25%High resolution on your tickets, with low reopen
Data and integrations15%Live access to CRM, billing, product, logs
Actions and guardrails15%Approvals, limits, audit logs
Handoff10%Full context passed to agents
Analytics10%Clear reporting, conversational analytics
Security10%Permissions, certifications, data terms
Time to value5%Weeks, not quarters
Total cost10%Predictable at your volume

Pilot design

Use the same 200 to 500 historical tickets for each vendor, define “resolved” the same way, and include hard cases.

Frequently Asked Questions

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