New Zealand schools use JeddAI to cut the marking and feedback workload that comes with the NCEA transition, drafting feedback and marking against each teacher's own success criteria and comment banks. Teachers review and edit every judgement, so consistency improves while the professional decision stays with them.
Why is the NCEA transition adding so much to teacher workload?
The NCEA transition adds workload because schools are absorbing several overlapping reforms at once. The NCEA Change Programme was rephased by two years, so revised Level 1 and 2 standards are now due for full implementation later this decade, with Level 3 following. On top of that, the Government has confirmed NCEA will be replaced by a new qualifications system phased in from 2028. Teachers are planning for change while still delivering the current framework.
Meanwhile, the everyday workstreams have not paused. Through 2026, teachers are still working with the standalone literacy and numeracy co-requisite, redeveloped achievement standards, expanded digital external assessment, and greater inclusion of mātauranga Māori across subjects. Each change means new specifications to read, fresh assessment materials to build, and unfamiliar criteria to mark against. The cumulative effect is more preparation and more marking, often crowded into the same term.
- Redeveloped achievement standards to interpret and plan for
- New or rewritten internal assessments and marking schedules
- The literacy and numeracy co-requisite to track alongside subject credits
- Expanded digital external assessment to prepare students for
- A future shift to replacement qualifications to keep an eye on
Where does most of the marking time actually go?
Most marking time goes into internal assessment, where teachers judge student work against Achieved, Merit and Excellence criteria and write individual feedback. Unlike a short answer test, an internal assessment needs a marking schedule that defines what the evidence looks like at each grade, then careful judgement applied consistently across a whole class. When standards are redeveloped, that schedule and those judgements often have to be rebuilt from scratch.
Feedback is the second big cost. Students need specific, standard-referenced comments that explain why work sits at a given grade and what would lift it to the next. Writing that well for a full class, several times a term, is slow. Add moderation preparation, where marking has to be consistent enough to withstand NZQA external moderation, and a single internal assessment can quietly consume evenings of a teacher’s week.
How does a tool like JeddAI reduce that marking load?
A tool like JeddAI reduces the load by drafting feedback and marking for the teacher to review, rather than starting every comment from a blank page. Teachers connect or upload student work, and JeddAI produces draft feedback and a suggested judgement aligned to the teacher’s own rubric, success criteria and comment banks. The teacher then reviews, edits and confirms every result, so the professional decision stays firmly with them.
That changes the shape of the task. Instead of composing each comment word by word, teachers spend their time checking and refining drafts that already reference their criteria. Strong responses can be confirmed quickly, while borderline ones get the attention they deserve. The outcome is less time on routine wording and more on the judgement calls that genuinely need a teacher, which is where the real workload savings come from.
How can schools keep marking consistent against new standards?
Schools keep marking consistent by defining their success criteria once and applying them the same way every time. In JeddAI, a department can set up success criteria and comment banks that mirror an achievement standard’s Achieved, Merit and Excellence descriptors, then have every draft judged against that same reference. This helps two markers of the same standard land in the same place, which matters most when standards are new and interpretations still vary between teachers.
Consistency also supports moderation. Because the criteria are explicit and applied uniformly, it is easier to show why a piece of work earned its grade and to notice judgements that have drifted. JeddAI does not replace NZQA moderation and it does not make the final decision. It gives teachers a consistent starting point and a clear, reviewable trail of feedback, so preparing for moderation feels less like a last-minute scramble.
What is a sensible way to roll this out in a department?
A sensible rollout starts small and builds on what teachers already trust. Rather than changing everything at once during an already busy transition, pick one internal assessment, set up the success criteria and comment bank for that standard, and run a class through it. Compare the drafts against your own marking to calibrate, then adjust the criteria until the output reflects your department’s expectations.
From there the approach compounds. A shared comment bank means the whole department benefits from one teacher’s setup, and reused criteria make the next assessment faster to prepare. Because teachers stay in control of every judgement, the change is low-risk: if a draft is wrong, they simply edit it. This lets adoption grow steadily without stacking another disruptive reform on top of the NCEA changes.
- Choose one internal assessment and standard to start with
- Set up success criteria and a comment bank that mirror the Achieved, Merit and Excellence descriptors
- Calibrate JeddAI's drafts against your own marking before scaling up
- Share the criteria and comment bank across the department
- Reuse and refine the setup for the next assessment
How can your department start without adding more change?
You can start without adding more change by using JeddAI only where it removes work, not where it creates it. The point of a marking assistant during the NCEA transition is to give teachers back time and to apply their own criteria consistently, while leaving every judgement with them. There is no new framework to learn, because teachers simply set up the criteria they already use and review the drafts against them.
Built in Australia and used across Australia and New Zealand, JeddAI is designed to keep the teacher in control while removing the routine part of marking. If your department is carrying the workload of redeveloped standards and a coming qualifications shift, a small, criteria-led trial is a low-risk place to begin. Get started with JeddAI and set up your first standard.
Frequently asked questions
Does the NCEA Change Programme still matter now that NCEA is being replaced?
Yes. Current students continue to earn NCEA, and the shift to a new qualifications system is phased in from 2028, so schools manage both the ongoing changes and the coming transition together.
Can JeddAI mark NCEA internal assessments automatically?
No. JeddAI drafts feedback and a suggested judgement aligned to the teacher's own criteria, and the teacher reviews, edits and makes the final decision on every result.
Does JeddAI replace NZQA moderation?
No. It helps teachers apply their marking schedule consistently, which can make moderation preparation easier, but it does not replace NZQA's external moderation of internal assessment.
Is JeddAI suitable for New Zealand schools?
Yes. It is built in Australia and used across Australia and New Zealand, and teachers set up their own success criteria and comment banks to match the standards they teach.
Will students currently at school have to switch qualifications midway?
No. The replacement system is phased in so that no student switches between NCEA and the new qualifications during their schooling; the change begins with younger cohorts.
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