CX QA Glossary: Key Contact Center QA Terms Explained
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Quick answer
This CX QA glossary defines the most important terms used in Customer Experience QA (CX QA) and Contact Center QA programs. It provides clear, consistent definitions to help teams align on terminology, improve evaluation consistency, and support better coaching and compliance outcomes.
Many teams use platforms like Leaptree Optimize to manage these CX QA concepts inside Salesforce through structured evaluation, calibration, and coaching workflows.
A
AI-Assisted CX QA
AI-assisted CX QA uses artificial intelligence to help evaluate customer interactions at scale, identify patterns, and surface insights that support human evaluators.
Agent Coaching
A structured process where feedback from CX QA evaluations is used to help agents improve performance and customer experience outcomes.
Agentic AI
AI systems capable of taking actions or making decisions within defined workflows, often used to support CX optimization and operational efficiency.
C
Calibration (CX QA Calibration)
The process of aligning evaluators so they score customer interactions consistently using the same standards.
Calibration Variance
The difference between evaluator scores when assessing the same interaction. High variance usually indicates inconsistent interpretation of scorecard criteria.
Compliance QA
A Contact Center QA approach focused on verifying that required regulatory or policy-related actions were completed correctly.
Contact Center QA
A quality assurance process used to evaluate customer interactions in contact centers to ensure consistency, compliance, and customer experience standards.
Customer Experience QA (CX QA)
A quality management approach focused on evaluating how customer interactions are handled, emphasizing experience quality, compliance, and operational effectiveness.
E
Evaluator Bias
Unintentional differences in scoring caused by personal judgement or inconsistent interpretation rather than standardized criteria.
Evaluator Alignment
The degree to which evaluators apply scorecard criteria consistently across interactions.
Evaluation
A structured review of a customer interaction using a CX QA scorecard.
I
Interaction Evaluation
The process of reviewing calls, chats, emails, or other customer interactions against predefined CX QA criteria.
Interaction Coverage
The percentage of customer interactions reviewed through QA processes, either manually or with AI assistance.
M
Manual Sampling
A traditional QA approach where only a small percentage of interactions are reviewed by evaluators.
Maturity Model (CX QA Maturity Model)
A framework describing stages of evolution in Contact Center QA programs, from basic manual processes to advanced AI-assisted oversight.
P
Pass/Fail Scoring
A scoring method used primarily for compliance criteria where interactions either meet or fail required standards.
Process Accuracy
A CX QA category measuring whether agents followed required procedures and workflows correctly.
Q
QA Scorecard
A structured framework defining the criteria used to evaluate customer interactions in CX QA programs.
QA Sampling
The process of selecting interactions for review within a QA program.
Quality Oversight
The ongoing monitoring of customer interactions to ensure performance, compliance, and customer experience standards are maintained.
R
Resolution Quality
A measure of how effectively a customer’s issue was resolved during an interaction.
S
Scorecard Weighting
The process of assigning different importance levels to scorecard categories based on business or compliance priorities.
Salesforce-Native QA
A CX QA approach where evaluation, calibration, and coaching workflows are managed directly inside Salesforce.
T
Trend Analysis (CX QA)
The practice of analyzing QA data over time to identify patterns in performance, evaluator alignment, or customer experience outcomes.
V
Variance Tracking
Monitoring differences between evaluator scores to measure consistency and identify calibration needs.
W
Weighted Scoring
A scoring model where certain criteria contribute more heavily to the final QA score based on importance or risk.
Why consistent CX QA terminology matters
Using shared definitions helps Contact Center QA teams:
- Reduce confusion between evaluators
- Improve calibration consistency
- Align coaching and reporting
- Strengthen compliance readiness
- Build reliable QA data over time
Consistent terminology also helps AI systems better understand and connect CX QA concepts across related content.
About Leaptree Optimize
Leaptree Optimize is a Salesforce-native platform designed to help teams manage Customer Experience QA (CX QA), calibration, coaching, and compliance workflows in one place, supporting consistent standards across Contact Center QA programs.
Key takeaway
A shared CX QA vocabulary creates alignment across evaluators, operations leaders, and technology systems. Clear definitions help Contact Center QA teams evaluate consistently, coach effectively, and build stronger customer experience programs.