AI learning support that helps students explain, practice, and understand.
AIONize LLC develops research-based educational technology that helps instructors provide scalable, course-aligned learning support while helping students study more actively, responsibly, and effectively.
The challenge
Generative AI is widely used by students, but fluent AI-generated answers do not guarantee learning.
Answers are not evidence of understanding
Students may receive correct-sounding explanations but still struggle to explain the concept, identify misconceptions, or apply the idea in a new problem.
General AI lacks course context
General-purpose AI tools are often disconnected from course materials, instructor expectations, terminology, and assessment style.
Instructors need scalable insight
Large, hybrid, and online courses need tools that support students while helping instructors see common learning needs.
Our solution
AIONize combines course grounding, active learning, instructor oversight, and responsible AI implementation.
Course grounding
AI support based on instructor-provided materials, terminology, examples, and expectations.
Active learning
Workflows that encourage explanation, practice, reflection, and revision.
Instructor oversight
Instructor-facing tools for review, configuration, and learning-need analysis.
Responsible AI
Boundaries that support learning while discouraging misuse and overreliance.
AI Course Companion
AICC is a Canvas-embedded, course-grounded AI learning companion designed for authentic higher education courses.
- Course-grounded Q&A
- Concept explanations
- Practice and review support
- Instructor setup and usage insights
LearnLoop
LearnLoop is a new teach-back and formative learning verification component being developed for AICC.
- Student explanation in their own words
- Rubric-based formative feedback
- Misconception identification
- Adaptive follow-up prompts
Interested in course-grounded AI learning support?
AIONize LLC welcomes inquiries from instructors, departments, colleges, research partners, and education organizations interested in AICC, LearnLoop, pilot opportunities, or responsible AI implementation.
Contact AIONize