BPO quality assurance

Practical QA guides for better evaluations

Use the guides below for scoring calculations, scorecard construction, evidence-based coaching and structured AI evaluation. The examples are instructional unless explicitly stated otherwise; they are not presented as real client case studies.

Written by Michelle, a BPO QA and training professional with more than 15 years of experience. Meet the author and read the editorial approach.

QA scoring

How to Calculate a BPO QA Score

Follow the formula from criterion rating to weighted contribution, compare weighted and unweighted results, and understand N/A and critical-error effects.

Read the scoring guide →
Scorecard design

How to Build a BPO QA Scorecard

Define observable criteria, rating anchors, weights, N/A rules, critical-error outcomes, evidence requirements and a calibration process.

Read the scorecard blueprint →
Coaching

Turning QA Scores Into Better Coaching

Move beyond the percentage to identify behaviors, document evidence, agree practice goals and check whether the performance gap improves.

Read the coaching guide →
AI evaluation

How to Evaluate AI Tools

Use the calculator's 10-criterion AI Tool QA template, document test evidence and compare 5-point ratings using an illustrative worked example.

Read the AI QA framework →
About the tool

Why I Built BPO Scorecard

Why I wanted a practical way to audit AI evaluations, adapt approved scorecard changes faster, and help new accounts start building a QA structure.

Read Michelle’s story →
Customer Service QA

Customer Service QA Scorecard: What a 5 vs. 3 Looks Like

Compare rating anchors, see the evidence that supports a score, follow a worked weighted example, and turn the findings into a coaching action.

Read the template guide →
QA calibration

How to Run a QA Calibration Session

Protect independent scoring, settle disagreements with evidence and a master calibrator, and send minutes so every evaluator applies the same decisions.

Read the calibration guide →
Technical Support QA

Technical Support QA Scorecard: What a 5 vs. 3 Looks Like

Score troubleshooting, technical accuracy, escalation and ticket notes with observable 5-versus-3 anchors, a worked weighted example and a coaching action.

Read the Technical Support guide →

Looking for a specific QA topic?

These focused topics are covered in the two guides above, so you can jump straight to the section you need.

Weighted vs. Unweighted QA Scoring

Compare both methods using the same ratings and understand when a simpler unweighted scorecard may be appropriate.

Read this topic →

What Should a BPO QA Scorecard Include?

Review the key scorecard components, from observable criteria and rating anchors to evidence, critical errors and calibration.

Read this topic →

How these guides are intended to be used

These pages explain a repeatable approach; they do not replace a client-approved scorecard, regulatory requirement, or internal risk policy. Where a scenario is fictional, its purpose is to make a formula or decision rule concrete. See the About page for how the material is prepared, the Contact page to report an issue, and the Privacy Policy for site data practices.