How we use AI to support standard development

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Reusable tools for repetitive work

Use the supplied templates

Code places reviewed content into the NZQA templates, reducing reliance on AI to recreate their layout.

Repeat the agreed steps

Word and Excel macros automate routine revision, rollover documentation and repeated transfers between documents.

Adapt when templates change

The template and its field mapping can be updated while retaining the content workflow. Structural changes require checking and testing.

Once tested, the tools repeat the agreed steps without AI generating them again.


Contents — choose a topic
  1. Standard setting with AI
  2. A connected workflow
  3. Qualification review
  4. Skill-standard development
  5. Change reports
  6. Reusable tools for repetitive work
  7. The qualification developer stays in control
  8. An approach that can fit your organisation

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