Turn real failure categories into repeatable tests for instructions, booking tools, routing, summaries, and safety boundaries.
Quality assurance
Building a regression test suite for a voice agent
AI call quality scorecard review process
A scorecard review process for greeting quality, clarity, outcome verification, compliance language, and follow-up consistency.
ReadAI Agent Test Lab: a regression-testing guide for production voice agents
Build repeatable response tests for booking, routing, safety boundaries, tool failures, and prompt changes before live callers find a regression.
ReadHow to operate AI call quality scorecards without hiding weak outcomes
Use searchable scorecards, consistent dimensions, flags, sampling, and reviewer calibration to turn call data into corrective action.
ReadA prompt or integration change can fix one scenario and break another. A small stable test suite makes that tradeoff visible before release.
The most valuable tests preserve lessons already learned from failures.
This article is original VoxsAgents workflow analysis informed by product behavior, failure-path review, and the official primary references below. It is not a customer outcome study.
Treat this guide as an operating starting point. Test the workflow with the business's real rules, tools, permissions, and failure paths before using it with callers.
