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Process-driven assessment isn’t more work—it’s better design

Assessment Design

Teaching & Learning

AI

Process-driven assessment isn’t more work—it’s better design

This final article in our three-part series explores how process-driven assessment can embed formative feedback by design—without increasing educator workload. Authored by Director of Learning Jess Ashman, it shows how process-aware rubrics and high-leverage checkpoints make learning visible, improve quality, and support assessment that is sustainable in an AI-rich context.

Jess Ashman, Director of Learning, Cadmus

2026-01-19

Learning-centred rubrics in the age of AI

Teaching & Learning

Assessment Design

AI

Learning-centred rubrics in the age of AI

In an AI-rich higher education context, learning-centred, process-aware rubrics matter more than ever because they make standards explicit, support fairness, and emphasise how students learn—not just what they submit. This article dives into how when rubrics are embedded across drafting, feedback, revision, and reflective use of AI, assessment stays focused on genuine engagement, judgement, and academic learning.

Jess Ashman, Director of Learning, Cadmus

2026-01-14

Your guide to designing assessments in the age of AI

Assessment Design

Academic Integrity

AI

Your guide to designing assessments in the age of AI

As generative AI reshapes higher education, traditional assessment models are being put to the test. This article explores why detection-first approaches fall short and how process-driven assessment can strengthen learning, integrity, and AI literacy.

Jess Ashman, Director of Learning, Cadmus

2026-01-12