Dr. Brooks: An AI Assistant for Special Education Teachers
Student-specific strategy ideas in seconds — grounded in each learner's profile, reviewed by you.
Dr. Brooks is Spark's AI strategist for special education classrooms. Describe a challenge — a student who refuses transitions, a group that needs a new reinforcement system, a lesson that isn't landing — and Dr. Brooks draws on the student profiles you've already built in Spark to suggest redirection strategies, reinforcement ideas, accommodations, and teaching approaches tailored to that student's communication style, sensory needs, triggers, and reinforcers.
Dr. Brooks is an educational support tool. It doesn't diagnose students, and its suggestions are starting points for your professional judgment — never a replacement for teachers, behavior specialists, psychologists, or IEP teams.
Redirection strategies
When a moment starts to escalate, you need a de-escalation option that fits the student in front of you. Dr. Brooks suggests redirection approaches based on what has worked for that student before — preferred interests, calming strategies, and communication supports already documented in their Spark profile.
Reinforcement strategies
Effective reinforcement is personal. A token system that motivates one student means nothing to another. Dr. Brooks recommends reinforcement ideas drawn from each student's recorded reinforcers and interests, so positive behavior support starts from what actually matters to that child.
Accommodation ideas
Ask for accommodation suggestions for a specific lesson, subject, or setting, and Dr. Brooks proposes practical options — visual supports, movement breaks, chunked instructions, sensory considerations — matched to the student's documented needs.
Student-specific classroom strategies
Because Dr. Brooks reads the profile you've built in Spark, every suggestion is tied to a real student's real context: their diagnosis, academic level, behavioral patterns, and the interventions that have succeeded or fallen short in the past. You can ask follow-up questions, request alternatives, and adapt anything before using it.
Responsible AI, human judgment
Dr. Brooks supports teachers; it doesn't replace them. Every AI-generated recommendation should be reviewed by a qualified educator and, where behavior support is formalized, aligned with the student's IEP or behavior plan and your district's policies. Spark never presents AI output as a professional diagnosis or a legally compliant plan — the teacher always has the final word.
How teachers use Dr. Brooks
- Generate three redirection options for a student who struggles with unstructured time
- Brainstorm reinforcement systems based on a student's documented interests
- Get accommodation ideas for tomorrow's science lesson for a specific learner
- Problem-solve a recurring transition issue with step-by-step strategies
- Plan support for a new student before their first day, using their intake profile
Frequently asked questions
Does Dr. Brooks diagnose students or write IEPs?
No. Dr. Brooks is an educational support tool. It does not diagnose disabilities, determine eligibility, or produce legally compliant IEPs. It helps you draft strategy ideas and language that you review and adapt with your professional judgment.
Where does Dr. Brooks get its information about a student?
Only from the student profile you build in Spark — diagnosis, communication style, sensory preferences, triggers, calming strategies, reinforcers, and what has or hasn't worked. Dr. Brooks doesn't invent student history.
Can I use Dr. Brooks on my phone during class?
Yes. Spark runs on iPhone, Android, and desktop, and Dr. Brooks is available from the in-app assistant wherever you work.
Related resources
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