What AI can do in curriculum planning
The realistic uses are drafting and checking: unit outlines, essential questions and central ideas, learning experiences, formative checkpoints, differentiation and resource ideas, and a second reader for gaps in a plan. These are places where a fast first draft helps a team that would otherwise start from nothing.
The unrealistic use is deciding. Which concepts a school builds its curriculum around, and what progression is right for its students, is professional and community judgement that no model has.
AI versus generic content generation
A general chatbot writes plausible content without knowing the school's curriculum. A school platform can ground suggestions in approved maps, objectives and evidence, which is the difference between a suggestion that fits and one that has to be rewritten.
Grounding is a matter of degree, and vendors describe it generously. Ask exactly which records the AI reads, how many, and whether they are the school's own or examples from elsewhere.
Governance a school should insist on
Curriculum is not the highest-stakes use of AI in a school, but the same questions apply, and it is easier to ask them at the start.
- Permissions: does the AI respect who is allowed to see what?
- Data handling: what leaves the school, to whom, and under what terms?
- Source grounding: can each answer show what it drew on?
- Audit trail: is each request recorded and reviewable?
- Human approval: is anything published without a person deciding it should be?
Ask for the honest definition of grounded
A tool grounded in your curriculum should be able to say which of your records it read for a given answer and show them. If the answer is a general description of retrieval, ask to see one real example on your own data, including one where the result was wrong.
Where skodle fits
This section names our own product, so read it as that. Responsible AI planning needs the governance above whatever tool you choose.
skodle's curriculum copilot drafts unit ideas, central ideas and lines of inquiry from the school's own PYP and MYP units, and a second copilot turns the gap report into a prioritised list of fixes. Each copilot draft is stored with its prompt, sources and reviewer, and a draft stays pending until someone approves or rejects it; drafts on higher-stakes topics such as assessment and accreditation need a school leader to approve. Every hub request records its provider, model, sources and usage, and staff can mark an answer helpful, unhelpful or wrong. Schools can also upload their own curriculum and policy documents so answers can be drawn from them with citations. See skodle AI.
The limits matter here. The curriculum copilot reads only the most recent PYP and MYP units, twelve of each, and nothing reads curriculum maps or unit plans held elsewhere in the platform. Approving a draft records a decision but does not feed the plan automatically. Requests, and any records a tool retrieves to answer them, are processed by an external model provider. There is a daily usage limit per plan. And it is not an AI detector and does not predict grades.
From planning to evidence
The value of AI-assisted planning compounds when the plan connects to what happens next: assessment, student work and, for accreditation, evidence. A draft that stays in a chat window is a one-off; a plan that lives in the school's records can be reviewed, versioned and used downstream.
A responsible rollout
Start with low-risk drafting for a small group, agree what may and may not be done with AI, tell staff and families how it is used, and review after a term. Widen access only when the answers to the governance questions have proved themselves in practice, not on the strength of a demonstration.
For the teacher's-eye view of the same tools, see AI lesson planning tools for teachers.
What AI should not do
It should not be the system of record, mark or decide about individual students without a person, or publish anything unreviewed. Treat it as an assistant whose work is checked, and choose software that makes that the default rather than an option.
