AI Customer Support QA Kit

Fast AI replies can create policy inconsistency or promise things the business cannot deliver.

This verification-first kit gives small teams a repeatable way to use AI without losing human review, evidence, exceptions, ownership, and final acceptance.

What you get

• Master working template
• Quickstart canary process
• CSV review checklist
• Completed example
• Verification-preserving prompts
• Acceptance test suite
• Failure-mode and recovery guide
• Monthly operating review
• Change log and rollback record

Workflow

1. Intent classification
2. Policy reference
3. Risk phrase check
4. Resolution check
5. Escalation rule

Who it is for

Small teams, operators, managers, researchers, and knowledge workers who want AI speed without losing reviewability.

How to use it

Start with one real canary task. Apply the templates, keep unresolved items visible, run the acceptance checks, and expand only after the workflow proves useful.

Limitations

This kit does not replace legal, medical, financial, security, HR, or compliance advice and does not guarantee that AI output is correct.

FAQ

Do I need a specific AI model? No. The workflow is model-agnostic.

Can I modify the templates? Yes, for personal or internal business use under the included license.

Does it automatically verify facts? No. It structures verification and makes missing evidence visible.

Start free first: AI Work Verification Starter Pack is the low-friction entry point before moving to this paid kit.