AI+ Competency-Based Assessment Workbook

Practice companion to AI+ Competency-Based Assessment

Practice companion to T3-104.

You know the JUDGE Protocol. Now run it on your actual caseload.

You read AI+ Competency-Based Assessment. Now run the JUDGE Protocol on your actual caseload — your actual qualification units, your actual learners' evidence, your actual IQA cycle. This five-week workbook applies JUDGE, PRISM, and VACS to real instruments, real decisions, and real quality assurance, with four calibration drills that train you to catch the errors AI makes in standard interpretation, instrument design, evidence authenticity, and feedback. Built by an AI engineering firm for the assessors who hold the line between AI assistance and professional judgement — because no learner's competence is ever the machine's to decide.

Tier

Workbooks

Category

TVET

Format

Workbook

Updated

Q3 2026

Read on iG PublishingSee in 1 bundle

Inside

50 structured exercises across five weeks — built entirely from your own qualification units, learner evidence, and quality-assurance work
4 calibration drills — catch AI's standard-interpretation, instrument-design, authenticity, and feedback errors before they reach a real learner
The JUDGE Protocol and PRISM — applied to your real standard interpretation, instrument design, and evidence work
VACS-documented decisions — assessment records that name the specific evidence and survive IQA scrutiny months later
A real IQA sampling plan and EQA-ready compliance pack — built for your own centre and ready for your quality manager

Who this is for

A TVET assessor, Internal Quality Assurer (IQA), or External Quality Assurer (EQA) — any cross-profession assessor or verifier working in competency-based/vocational qualifications — who has read (or is working through) *AI+ Competency-Based Assessment* (T3-104) and wants structured, progressive practice to turn the JUDGE Protocol into a working habit. They want to spend the workbook's time on their real caseload — their real qualification units, their real learners' evidence, their real IQA sampling plan — not on invented scenarios.

Also for:A team of assessors using this workbook as a companion to a shared T3-104 reading programme; a training provider or awarding-body centre running a shared CPD arc; a quality manager or assessor-team lead using the workbook as a facilitated workshop resource.

You’ll be able to

Apply the JUDGE Protocol and PRISM to five real assessment tasks — standard interpretation, instrument design, evidence recording, decision documentation, and developmental feedback — verifying each output against the Assessment Integrity Boundary before it carries professional weight
Catch four seeded classes of AI error (over/under-interpretation, generic instrument language, evidence-authenticity mismatch, generic feedback) in calibration drills anchored to the parent book's own worked critiques, then apply the same checks to real caseload evidence
Produce a complete set of real assessment instruments — an observation checklist, a holistic rubric, a questioning bank, and an assignment brief — verified for alignment to a specific qualification standard
Document real assessment decisions against the VACS criteria and real developmental feedback that survives a specificity audit
Run a real IQA sampling and reporting cycle and prepare real EQA-ready compliance evidence

What’s inside

Week 1: The JUDGE Protocol in Practice
Week 2: Designing Assessment Instruments
Week 3: Evidence and Decisions
Week 4: Developmental Feedback
Week 5: Quality Assurance
Back matter: Skill Summary · Recommended Next Reads · Glossary · Tool Reference

Built by an AI engineering firm for the assessors who hold the line between AI assistance and professional judgement — because no learner's competence is ever the machine's to decide.

Appears in 1 bundle

IND-04The Education AI Pack

Reads well with

AI+ Competency-Based Assessment Workbook

Often packaged with this title.