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RESOURCES

Practitioner-grade thinking on assessment integrity.

Guides, research and documentation written for the people who actually run examinations — not marketing brochures.

White paper

ORIOLE · RESEARCH SERIES

Defensible by design: building an audit trail your appeals committee can rely on

A practical framework for instrumenting high-stakes assessment so that every result can be reconstructed, evidenced and defended under formal challenge.

Read the white paper 18 min read

Guide

Migrating a national examination to secure online delivery

12 min read

Research

Item exposure control in adaptive certification exams

Peer-reviewed

Case study

How Meridian University unified assessment across nine campuses

Case study

Blog

AI-assisted proctoring without the surveillance theatre

8 min read

Guide

Designing accommodations into your exam delivery from day one

10 min read

White paper

A reference architecture for population-scale assessment

22 min read

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The resource library

BlogPerspectives on assessment integrity, psychometrics and policy.
GuidesPractical playbooks for rolling out secure assessment.
DocumentationImplementation, API and administration references.
Case StudiesHow institutions deploy Oriole at scale.
Research PapersPeer-reviewed work on integrity and measurement.
White PapersDeep dives on security architecture and compliance.
Product UpdatesWhat's new across the Oriole platform.
Release NotesVersioned changelog for every module.

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