---
Title: "How to Evaluate AI Customer Service Vendors (Scorecard)"
Url: "https://computer.io/answers/how-to-evaluate-ai-customer-service-vendors"
Topic: "Buying"
Description: "Evaluate AI customer service vendors on real resolution rate, data connections, actions, guardrails, security, time to value and total cost."
---

# 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

| Criterion | Weight | What good looks like |
|---|---|---|
| Measured resolution | 25% | High resolution on your tickets, with low reopen |
| Data and integrations | 15% | Live access to CRM, billing, product, logs |
| Actions and guardrails | 15% | Approvals, limits, audit logs |
| Handoff | 10% | Full context passed to agents |
| Analytics | 10% | Clear reporting, conversational analytics |
| Security | 10% | Permissions, certifications, data terms |
| Time to value | 5% | Weeks, not quarters |
| Total cost | 10% | 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.

## FAQ

### What should be in an AI customer service RFP?

Use cases, volumes, systems to connect, security requirements, success metrics and pricing model questions.

### How long should an AI vendor pilot last?

Typically 2 to 6 weeks, long enough to see real traffic and fix initial knowledge gaps.

### What is the biggest mistake when choosing AI for support?

Judging on demos with sample data instead of measuring resolution on your own tickets.

## Related terms

- [How do you choose the best AI ticketing system?](https://computer.io/answers/how-to-choose-an-ai-ticketing-system)
- [How much does an AI customer service agent cost?](https://computer.io/answers/how-much-does-an-ai-customer-service-agent-cost)
- [AI resolution rate](https://computer.io/glossary/ai-resolution-rate)

## How Computer helps

- [Customer agent](https://devrev.ai/solutions/customer-agent)
- [Agent studio](https://devrev.ai/agent-studio)

## Compare

- [Devrev vs intercom](https://devrev.ai/compare/devrev-vs-intercom)
- [Devrev vs zendesk](https://devrev.ai/compare/devrev-vs-zendesk)
- [Devrev vs salesforce](https://devrev.ai/compare/devrev-vs-salesforce)

## Further reading

- [Ai agent vendor selection scorecard](https://devrev.ai/blog/ai-agent-vendor-selection-scorecard)
- [Enterprise ai agent buying criteria](https://devrev.ai/blog/enterprise-ai-agent-buying-criteria)
- [Build vs buy ai agents](https://devrev.ai/blog/build-vs-buy-ai-agents)