Assess App/Dashboard

AI Executive Dashboard

Australasian Institute of Professional Practice · operational view across the assessment lifecycle

Demo Simulation

Active Exams

31 live · 2 scheduled

Candidates Today

312across 6 locations

Question Bank Health

84%84% published-ready

Marking Progress

64%61 of 96 essay scripts

Integrity Cases

122 high · 5 medium

At-Risk Exams

2EX-504, EX-505

Avg Reliability

0.89Cronbach α — stable

Awaiting Release

4Chief Examiner approval

Exam Operations Timeline

Today

09:00

Clinical Reasoning Final 2026Live

312 candidates · Remote proctored

11:00

Pharmacy Mock debriefScheduled

210 scripts · marking in progress

13:30

Pharmacy Registration ExamUpcoming

248 candidates · 4 test centres

08:00

Nursing Science OSCEUpcoming

64 candidates · on-site practical

Assessment Quality Trend

Reliability Discrimination

What Needs Attention

High

Clinical Reasoning 2026 is underweight in Domain 4 by 8%

Blueprint BP-301 has 10% Renal vs 18% target; reliability impact projected at -0.02.

Confidence

86%

· Blueprints

Take action

High

Three questions show unexpectedly high discrimination changes vs prior sittings

Q-2041, Q-2067, Q-2075 point-biserial shifted >0.10 — possible cueing or cohort effect.

Confidence

79%

· Insights

Take action

Medium

Marking for Essay Question 6 projected to miss release deadline by 11 hours

At current throughput (5 scripts/hr) and 38 remaining scripts, completion at 02:00 vs deadline 15:00.

Confidence

81%

· Gradebook

Take action

Medium

Cohort B performing differently on two questions — review for construct-irrelevant language

Q-2073 and Q-2076 show DIF flag across first-language groups.

Confidence

74%

· Insights

Take action

Low

Question exposure Q-2043 at 4 sittings — approaching rotation threshold

Recommend rotation or variant generation within 1 cycle.

Confidence

88%

· Questions

Take action

Live Delivery by Region

Candidate Performance Distribution

Blueprint Cognitive Mix (Bank)

RememberUnderstandApplyAnalyseEvaluateCreate

Marking Completion Funnel

Ask Your Assessment Data

Demo Simulation

Natural-language questions grounded in your seeded records. Try:

Recent AI Actions Requiring Approval

Anonymous #118 — Essay (Q-2056)

AI proposed 14 · confidence 82%

ProposedOpen

Anonymous #204 — Essay (Q-2072)

AI proposed 16 · confidence 74%

ProposedOpen

Anonymous #071 — Short answer (Q-2055)

AI proposed 6 · confidence 58%

ReviewOpen

Anonymous #309 — Essay (Q-2044)

AI proposed 11 · confidence 89%

ProposedOpen

Fairness / Differential Performance Alerts

DIF flag — Q-2073 & Q-2076

Cohort B performing differently; review for construct-irrelevant language.

Investigate

Exposure alert — Q-2043 at 4 sittings

Approaching rotation threshold; recommend variant generation.

Review

6 integrity cases open

2 high severity requiring human decision today.

Open Incident Centre