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ABA Behavior Mapper · Research in developmentIntroducing
Introducing
ABA Behavior Mapper
CliniScripts is developing an AI-assisted ABA session review module to help clinicians understand therapy sessions and identify opportunities to improve care.
Patient consentABA professional annotationsBCBA-led decisions
Research and development · Planned for the CliniScripts ABA app and standalone use.
The research direction
AI-assisted session review
The goal is to help ABA clinicians review session recordings, surface relevant observations, and consider opportunities to improve care—with professional judgment guiding every next step.
Support BCBA consideration
Explore suggestions for improvement that BCBAs can assess in the context of their clinical knowledge and the child’s needs.
Personalize the context
Over time, connect session observations with each child’s goals, clinical history, and previous responses to interventions.
The longer-term vision
Connected clinical context
A session is one part of a child’s care. The module aims to connect what is observed in a recording with the goals being worked toward and the history that informs treatment.
Bringing previous responses to interventions into the review could support more personalized and informed care. This connection is a development goal, with clinical usefulness still to be evaluated.
Context that matters to the clinician
- The child’s individual goals
- Relevant clinical history
- Previous responses to interventions
- Observations from therapy sessions
- BCBA interpretation and care decisions
The project is in research and development. These are intended capabilities, with no validated clinical outcomes claimed.
Research & proposed review workflow
How it works
Consent-based recordings and ABA expertise support model training. The goal is to bring useful observations back to the clinician for consideration.
Record with consent
With patient consent, clinics record ABA therapy sessions for the research workflow.
Annotate with ABA expertise
ABA professionals annotate the videos using ABA program codes to train the AI model.
Develop AI-assisted review
The goal is for AI to review recordings, highlight relevant observations, and suggest improvements.
Bring findings to the BCBA
Suggestions are intended for BCBA consideration. The clinician interprets observations and decides how they may inform care.
Planned use
Planned use
The module is planned for use within the CliniScripts ABA app and as a standalone module alongside existing clinical record systems.
The aim is to support session review within the clinic’s care workflow. Supported systems, integration details, and availability will be confirmed as development progresses.
Two planned paths
ABA session review, in context
CliniScripts ABA appStandalone module
- Consent-based session recording
- ABA expertise supporting model training
- AI-assisted observations for BCBA review
- Longer-term connections to clinical context
Planned deployment options · Currently in research and development
Questions & answers
Common questions
What is ABA Behavior Mapper?
ABA Behavior Mapper is a working name for CliniScripts’ AI-assisted ABA session review research module. It aims to help clinicians understand therapy sessions and identify opportunities to improve care.
How is the AI model being trained?
With patient consent, clinics record sessions. ABA professionals annotate the videos using ABA program codes to train the AI model.
What is the AI intended to do?
The goal is for AI to review recordings, highlight relevant observations, and suggest improvements for BCBA consideration. Over time, the module aims to connect observations with each child’s goals, clinical history, and previous responses to interventions.
Where will the module be used?
Planned use includes the CliniScripts ABA app and a standalone module alongside existing clinical record systems. Specific integrations will be confirmed as development progresses.
Is it available today?
The project is currently in research and development. Release timing and participation criteria are not yet confirmed.
Does it replace BCBA judgment?
No. Observations and suggested improvements are intended for BCBA consideration. Clinicians remain responsible for interpretation and care decisions.
How can our clinic learn more?
Contact CliniScripts using the Register your interest link and mention the ABA session review research project. Please do not send patient records or recordings through the general contact form.
Help shape the next step
Register your interest
Connect with our team about the research, your clinic’s session review workflow, and future evaluation opportunities.
Research in development · Availability to be confirmed
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