Introducing rubric+

In many classrooms, the most important decisions about learning are often made in moments no system ever records. Clinton Mills saw that gap up close as a teacher marking student work, day after day. He could identify patterns, pinpoint misunderstandings, and see exactly what each student needed next. Then the process forced all of that insight into a single grade, and the detail was lost.

That problem became the foundation for rubric+.

As a practising Head of Literature in Queensland, Clinton partnered with tech co-founder Bill Clasquin to design a platform that preserves professional judgement instead of compressing it. rubric+ captures assessment decisions at the point they’re made, recording each rubric judgement as structured, curriculum-linked evidence without changing how teachers teach or mark.

The impact is subtle but profound: a task becomes a map of demonstrated skills, an exam score turns into a profile of strengths and gaps, students gain clarity they can act on, teachers see patterns early, and leaders get insight before problems escalate.

Clinton’s work is driven by a belief that equity in education depends on access to meaningful insight. When evidence is visible and usable, support becomes timely rather than reactive.

What distinguishes rubric+ is that it doesn’t add dashboards to thin data. It changes what schools can produce, making the invisible work of teaching persistent, consistent, and actionable. In doing so, the rubric+ team is helping shift education’s data culture toward something far more human: understanding, not just measurement.