It's your prep period on a Wednesday, and the FBA is due Friday.
You've got the observation notes right there — three weeks of ABC data, the incident log, the sticky note where you wrote down what actually set him off. What you don't have is the will to turn all of that into the clean, operationalized, legally reviewable writeup the template is asking for. So the cursor blinks in the "Operational Definition of Behavior" box, and you refill your coffee instead.
Last week we wrote counseling goals for the IEP. We're staying on the school side today, with the writeup a lot of us quietly dread more than any other: the functional behavior assessment and the behavior intervention plan. The observing isn't the hard part. Turning it into the language is.
Today's one idea: let AI draft the FBA and BIP wording — the operational definitions, the function hypothesis, the replacement-behavior scaffold — from a de-identified summary you already carry in your head.
First, the rule — and why FERPA is fine with this
Never put client names, records, or identifying details into an AI tool. Ever. On the school side that's a student, and FERPA draws the exact same line: no name, no record, no identifying detail goes into the tool. The good news for this particular job is that behavior language is mostly behavior language. Once the name and the specific incident are out, what's left — "task demand," "transition from a preferred activity," "escape-maintained" — is the generic professional wording you wanted anyway.
The redaction reflex
This one's a lighter tax than a progress note, but not zero. Your raw observation notes are full of names, dates, room numbers, and the one staff member everyone in the meeting will recognize. So don't paste the incident log. Work from a short, de-identified summary of the pattern instead.
"Marcus, 4th grade, threw his chair and yelled when Ms. A told him to put the tablet away and start his math worksheet" becomes:
"an elementary student engaged in chair-throwing and yelling when given a demand to transition from a preferred activity to independent seatwork."
Same behavior. Same pattern. No student. Ten seconds, and you're safe.
The workflow
Two short prompts — one for the FBA language, one for the BIP scaffold that follows from it.
Prompt 1 — the FBA language:
You are helping a school-based clinician turn de-identified behavior observations into clean functional-behavior-assessment language. Use no names.
De-identified details:
- Grade band only: [elementary / middle / high]
- Setting/context where the behavior occurs: [...]
- The behavior, as observed: [...]
- What usually comes right before it (antecedents): [...]
- What usually happens right after it (consequences): [...]
- Frequency, intensity, or duration as observed: [...]
Please: (1) write an operational definition in observable, measurable terms; (2) summarize the A-B-C pattern; (3) offer a possible function as a hypothesis to confirm with the team — escape/avoidance, access to attention or a preferred item, sensory — not a conclusion. Use only the details I provided. Do not invent history, diagnoses, antecedents, or quotes.Prompt 2 — the BIP scaffold:
Using the same de-identified information, draft behavior-intervention-plan language I will review and finalize. Assume the hypothesized function is [fill in]. Include a replacement behavior that meets the same function, antecedent/prevention strategies, skills to teach and how, a reinforcement approach, and a brief response plan for when the behavior occurs. Write it in plain, practical language for an IEP team. Use only what I provided. Do not invent data or add strategies that need resources I didn't mention.Finish it like the clinician you are
The draft is a starting point, never the plan. The function is the team's call from the data, not the model's guess. You confirm the definition matches what you actually see, you make sure the strategies fit this student and what your building can really deliver, and you add the name, dates, and specifics back inside your district's IEP system — never in the tool. The wording gets drafted; the judgment stays yours.
The blank template stops being the thing you keep pushing to Friday. You walk into the meeting with language that already holds up — and the energy you'd been spending on dread goes back to the kid it's for.
Try it this week
Take one behavior you're already documenting. Write the two-line de-identified summary, run it through prompt one, and see how close the operational definition lands to what you'd have typed yourself.
Then hit reply and tell me which school-side writeup eats the most of your week — the FBA, the BIP, the re-eval, the progress report. That's how I'll pick which one we scaffold in a future issue.
Talk soon,
Shaun
P.S. Know a school psych or a special-ed teacher staring down the same BIP template? Forward this. It's free, and it might hand them their prep period back.
A quick but important note: this newsletter is for general educational and informational purposes only. It shares time-saving ideas, not advice. The views here are the author's own and don't represent any employer, school district, or agency. Nothing here is legal, clinical, compliance, or supervisory advice, and AI can be wrong. Always follow your licensing board's rules and your employer's and state's policies (especially on AI use), along with your HIPAA and FERPA obligations, and check with the right person before acting on anything significant. You are the professional: review and finalize everything yourself. And never put client names or protected health information into any AI tool.