AI administrative document workflows.

Which school documents suit AI first

Enrolment packs are the best first document workflow for most schools. They arrive in predictable peaks, have fixed fields, and each one is checked against the same list: eligibility evidence, proof of address, previous school, contacts and any custody or parenting orders. Trip and activity consent forms come next. Health plans and learning support reports come last, if at all. This page sits within our guide to AI for education administration.

How an enrolment pack is processed

Inputs

Online or scanned enrolment forms, eligibility evidence such as passports, birth certificates or visas, proof of residential address, previous school details, any court orders, the school’s enrolment checklist and its home zone description.

Systems

A form tool or scanner, a vision or OCR extraction step, the student management system (KAMAR, Hero or similar), ENROL (the Ministry’s enrolment register), and the school’s records store with retention classes.

Steps

Split each pack into documents, extract fields with page references, check completeness against the checklist, compare the address with the zone description, draft a record in the student management system, file each document with its records class, and log every action.

Human review

The enrolment officer checks evidence, confirms every pre-filled field before saving and completes ENROL; the principal decides zone disputes and out-of-zone ballots; a senior staff member records any court orders.

Outputs

Draft student records, a missing-items email for the family to approve, a zone check flag, and filed documents with class and date.

Measures

Fields corrected per pack, packs completed without a second chase, days from receipt to completed enrolment, and filing errors found in audits.

Risks

Misread names or birth dates, a wrong zone call, court orders visible to too many staff, and any automated deletion or overwrite.

Illustrative worked example: Year 9 intake at a large secondary school

Illustrative example: a 1,100-student secondary school processes 260 Year 9 packs before Term 1 and 80 mid-year enrolments, about 6 documents each. Assumptions: manual processing takes 25 minutes a pack (retyping, zone check, filing, chasing); with pre-filled drafts it takes 10 minutes; accuracy sampling takes one hour a week for 12 peak weeks. All figures are synthetic.

The fee line assumes 2,500 input tokens per page image and 1,500 output tokens per pack, priced at OpenAI’s gpt-6.1-sol list price of US$2 per million input and US$10 per million output tokens on 19 October 2026. The 73 hours returned are modest across a year, but they land in the weeks before Term 1, when the office is busiest.

Records rules that change the build

Retention is set by the Public Records Act. The Ministry’s records page says state and state-integrated schools must manage records under the Public Records Act 2005, and need the Chief Archivist’s approval before disposing of anything. The register of admission, progress and withdrawal is kept permanently. Every filed document therefore needs a records class, not just a folder.

Nothing may be altered or destroyed for now. The same page describes a temporary protection order from Archives New Zealand: care records, which include all records held about students and staff, “must not be disposed of, altered or destroyed”. In practice the pipeline writes new derived records and never overwrites a scan, merges duplicates or runs clean-up jobs.

Eligibility evidence is checked once. The Ministry’s eligibility guidance lets schools ask for documented evidence of a student’s right to enrol as a domestic student, and says there is no ongoing requirement to copy and retain that proof once the student is recorded in ENROL. Copies already held are still covered by the protection order.

Zones and ballots are statutory. Boards run enrolment schemes under sections 71–75 and Schedule 20 of the Education and Training Act 2020, and out-of-zone applicants are accepted in an order the Act defines. Schools cannot charge a fee or ask for a donation for any part of the out-of-zone pre-enrolment process, so a “missing items” email must never imply one.

Checklists go stale. Primary schools stopped being required to keep immunisation registers on 8 January 2026. A pipeline still demanding certificates is chasing families for something the law no longer requires, while existing records stay for 7 years.

What staff verify and decide

The system proposes; staff decide. A person compares evidence with the extracted fields, decides eligibility questions, confirms zone status, enters ENROL, and records who may and may not collect a child. Court orders go to a restricted folder that only named staff can open.

Where extraction goes wrong

What it costs and where to begin

Most of the cost is connecting to the student management system, mapping documents to records classes, and testing on a term’s worth of real packs. List every document type, its owner and its records class with our AI data inventory template, then compare extraction approaches using our note on OCR versus vision models. Our AI document processing service builds this end to end. Related workflows: the staff policy assistant and parent enquiry triage.

Written by the Levy Street team in Wellington. Last updated 19 October 2026.