IEPs and student support plans in AI

# Synthetic IEP input field map

All student, school and support details are invented. No disclosure authority, professional assessment or legal de-identification is established.

A fictional teacher wants clearer general group-work instructions. The task is deliberately narrower than preparing or amending an individual IEP.

| Invented field | Why it matters | Choice for the general resource task |
| --- | --- | --- |
| Jordan Example; student TEST-IEP-17 | Direct identifiers for the fictional record. | Omit; the generic classroom instructions do not need identity. |
| Example School, only student in a small support group | Context may make a person identifiable even without a name. | Use an invented classroom context without a unique school or group description. |
| Fictional diagnosis and assessment history | Sensitive student-specific information not needed for wording the general activity. | Keep out of the input for this task. |
| Needs short written steps and predictable sequence | Functional presentation requirement relevant to the generic resource. | Describe the support generically without linking it to a student. |
| Parent contact and review meeting date | Additional identifying and family information. | Omit from both the prompt and any attachment. |
| Generated classroom instructions | May contain errors or unsupported assumptions. | Educator checks the draft before use; this exercise does not amend an IEP. |

## Review steps

- Confirm the disclosure route: Check applicable FERPA, IDEA and other requirements before selecting any real student fields.
- Use the minimum useful context: Explain why each student-specific detail is needed; prefer invented generic context where it meets the task.
- Inspect input and output: Review the whole file and the generated draft, not just the selected paragraph or visible name.

## Entirely invented source excerpt

Jordan Example, student TEST-IEP-17, attends Example School and is the only student in a small support group. A fictional assessment describes Example Condition. Classroom materials should use short written steps and a predictable sequence. Parent contact and review dates are recorded elsewhere in the invented plan.

## Name-only edit, still problematic

“Student A is the only student in Example School’s small support group and has Example Condition.” Context remains identifying in the fictional scenario.

## Reduced-input alternative

“Create generic group-work instructions using short written steps and a predictable sequence. Use an invented classroom scenario. Do not infer an individual student’s diagnosis or needs.”

No real plan has been uploaded or changed. Observed product result: not run.

## Source and scope

Guide: https://aona.ai/resources/guides/iep-student-data-ai-assistants/

Source check: 21 September 2026. General information, not professional approval or a completed control test.

- US Department of Education: FERPA regulations: https://studentprivacy.ed.gov/ferpa
- US Department of Education: IDEA 300.622 consent: https://sites.ed.gov/idea/regs/b/f/300.622

Invented field,Why it matters,Choice for the general resource task
Jordan Example; student TEST-IEP-17,Direct identifiers for the fictional record.,Omit; the generic classroom instructions do not need identity.
"Example School, only student in a small support group",Context may make a person identifiable even without a name.,Use an invented classroom context without a unique school or group description.
Fictional diagnosis and assessment history,Sensitive student-specific information not needed for wording the general activity.,Keep out of the input for this task.
Needs short written steps and predictable sequence,Functional presentation requirement relevant to the generic resource.,Describe the support generically without linking it to a student.
Parent contact and review meeting date,Additional identifying and family information.,Omit from both the prompt and any attachment.
Generated classroom instructions,May contain errors or unsupported assumptions.,Educator checks the draft before use; this exercise does not amend an IEP.