ai-agent-lumi-ai

What is AI QA? Automated Conversation Quality Scoring

AI can review 100% of conversations for quality. Learn how automated QA works.

27 tháng 1, 2026 7 phút đọc Zenify Team
#ai-qa #kiem-tra-chat-luong #cskh

AI QA is automatic customer service conversation scoring, AI reads 100% of conversations, scores according to standards (tone, correct information, policy compliance, problem solving) and gives scores + warnings. No more QC teams reading samples manually, missing bad conversations. Zenify recorded 98.4% accuracy in AI processing.

TL;DR
- AI QA scores conversations automatically.
- Score 100% of conversations, not just samples.
- According to standards: tone, information, policies.
- Instant bad conversation warning.
- Add AI Copilot and AI Agent.

What is AI QA?

AI QA (Quality Assurance) is a system that uses AI to evaluate the quality of customer service conversations:

Scoring criteria | Example

Tone | Polite, sympathetic, not irritable

Correct information | Prices, policies, standard products

Policy Compliance | No promises beyond scope

Problem Solving | Answer the question correctly

Attitude | Be proactive, don't blame

Why do we need AI QA?

1. The QC team couldn't read it in time

Hundreds of conversations/day, 5-10% sample reading is normal.

Bad conversations slip through (see 5 KPIs).

2. Recognize the problem too late

QC discovered that after a day/week, the customer was disappointed.

AI QA warns immediately when it detects bad dialogue.

3. Uneven evaluation

Each person scores one standard.

AI scores according to a unified standard.

4. Don't miss out

100% of conversations are scored, regardless of sample luck.

How to implement AI QA

Definition of grading standards: grading scale, criteria, weights.

For AI to learn properly: Use good/bad conversation patterns.

Automatic grading: AI reads and grades every conversation.

Real-time alerts: below-the-point conversation → management notification.

Combined with manual QA: people check the samples, AI takes care of the rest.

Combine with other AI

AI Copilot: prevents errors before sending (see AI Copilot).

AI QA: detects errors after submission.

AI Agent: handles repetition properly (see What can AI Agent handle).

Training: low-scoring conversations → training materials (see Agent skills).

Z

Zenify Team

Zenify Team · 27 tháng 1, 2026

Chia sẻ:
Zenify CXM Platform

Bạn có câu hỏi về CXM?

Đội tư vấn Zenify sẵn sàng giúp bạn xây dựng chiến lược trải nghiệm khách hàng phù hợp với mô hình doanh nghiệp.

Miễn phí tư vấn Phản hồi trong 24h 200+ doanh nghiệp tin dùng