AI Tutor That Learns YOUR Content, Guides Students to Mastery
Partner with us to study how AI analyzes your curriculum, maps knowledge pathways, and provides personalized Socratic guidance—available 24/7 in the moment of need.
We're seeking institutional partners to study how AI that analyzes ANY content and builds personalized knowledge maps impacts student mastery outcomes across all subjects.
What You Get:
- AI Content Analysis: Your 2 courses analyzed to build knowledge maps
- Socratic AI Tutor: Available 24/7 in the moment of need
- Standards Mastery Tracking: Real-time competency documentation
- Adaptive Personalization: Adjusts to language, reading level, accessibility
- Research Co-Authorship: Publish findings together
- Benchmarking Data: Compare outcomes vs. peer institutions
- FREE Platform Access: No cost during pilot period
What You Provide:
- Anonymized usage and outcome data
- Student and faculty feedback on Socratic approach
- Willingness to participate in case studies
Who Should Apply:
- Universities and Community Colleges
- eLearning Publishers
- K-12 Curriculum Directors
Apply Now
Research Questions We're Exploring
1. Socratic Method Effectiveness
Does AI-powered Socratic questioning improve critical thinking and problem-solving skills compared to direct instruction?
2. Early Intervention
Can Content Intelligence and Socratic dialogue close the gap between when students struggle and when they drop?
3. Multilingual Impact
Does native-language Socratic tutoring improve international student retention and mastery?
4. Equity Gaps
How does adaptive reading level combined with Socratic guidance impact achievement equity across diverse populations?
5. Predictive Analytics
Can Atlas Knowledge Graphs and mastery tracking predict at-risk students earlier than traditional alert systems?
6. Content Analysis Speed
How quickly can Content Intelligence analyze and deploy new curriculum compared to manual processes?
Target Audiences
Universities
Pain Point: International student retention, large class sizes
Solution: Multilingual Socratic tutoring provides personalized support at scale without hiring additional faculty.
Community Colleges
Pain Point: Equity gaps, remediation needs, diverse student populations
Solution: Adaptive reading levels and Socratic guidance meet students where they are without compromising academic rigor.
eLearning Publishers
Pain Point: Engagement, completion rates, differentiation in crowded market
Solution: Content Intelligence + Socratic chatbot creates premium, interactive learning experiences automatically.
K-12 Curriculum Directors
Pain Point: Teacher bandwidth, personalization at scale, standards alignment
Solution: Automated content analysis ensures standards alignment while Socrat extends teacher capacity to every student.
Research Pilot FAQ
Common questions about participating in our AI tutoring research pilot.
How long does the research pilot last?
The pilot typically runs for one full academic term (semester or quarter), approximately 12-16 weeks. This duration allows us to collect meaningful data on student outcomes while giving your institution enough time to evaluate the platform's impact. Extensions are available based on research needs and institutional goals.
What data will we need to provide?
We require anonymized student usage data, course completion metrics, and competency assessment results. All personally identifiable information is removed before analysis. We also request periodic surveys from students and faculty about their experience with the AI tutoring system. You maintain full ownership of your institutional data.
Can we continue using the platform after the pilot ends?
Absolutely. Most pilot partners transition to ongoing subscriptions at preferred pricing rates. We'll work with you to develop a sustainable implementation plan that fits your budget and program goals. There's no obligation to continue, but we make the transition seamless for those who choose to do so.
What level of time commitment is required from our team?
Minimal. Initial setup requires approximately 2-4 hours for IT integration and 2-3 hours for instructor training. During the pilot, expect monthly 30-minute check-in calls and one end-of-pilot evaluation session. Faculty time commitment is comparable to any new course implementation, with the AI tutor actually reducing grading and support time as the semester progresses.
What makes this research valuable to the education community?
We're studying questions that matter: Can AI tutoring close equity gaps? Does Socratic questioning improve critical thinking? Can we predict at-risk students earlier? Your participation contributes to peer-reviewed research that advances the entire field of education technology. Pilot partners receive co-authorship opportunities on published findings.
How do we apply for the research pilot?
Complete the application form on this page or contact us directly. We review applications on a rolling basis and select partners based on institutional fit, research alignment, and capacity to provide quality data. The application takes approximately 10-15 minutes to complete.
Ready to Transform Student Support with AI-Powered Socratic Tutoring?
Join our research pilot and help shape the future of AI in education.