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Built on a Foundation of Academic Research
FERPA · ADA · SOC 2
100+ AI models available
Canvas, Blackboard & Moodle integration
Built on a Foundation of Academic Research
FERPA · ADA · SOC 2
100+ AI models available
Canvas, Blackboard & Moodle integration
AI is in the classroom.
The infrastructure to support it is not.
ScholarStack replaces guesswork with intentional AI design at every level of your institution.
Status quo
ScholarStack
Students use AI invisibly to complete tasks — learning is not optimized, shortcuts are.
Student Learning
AI guides reasoning step-by-step, aligned to course objectives and learning science.
Faculty experiment with ChatGPT in silos — no university support or standardization.
Faculty Tools
Faculty deploy custom AI tutors and examiners with full control over rigor and style.
Institutions lack observability and governance. Little intentional design or policy exists.
Governance
Institutions configure AI governance, ethical guardrails, and accreditation alignment centrally.
Learning outcomes and academic integrity are difficult to measure or track.
Analytics
Real-time visibility into student reasoning, misconceptions, and progress — system-wide.
Institutions are locked into single-vendor AI tools that may not evolve with the ecosystem.
Flexibility
Model and vendor agnostic — choose from 100+ AI models, switch without rebuilding anything.
Everything your institution needs,
built for education
100+ models to choose from
AI designed for every role in higher Ed
Purpose-built for institutions, faculty, and students.
Institutions
Centralized governance, policy alignment, and observability — without constraining faculty innovation.
- AI governance frameworks
- Vendor-agnostic infrastructure
- Accreditation alignment
- Centralized usage analytics
Faculty
Design AI tutors, quizzes, and examiners that reflect your teaching style and course objectives.
- Curate Readings & Design AI tutors
- Control answer-reveal behavior
- Student reasoning visibility
- Configure Pedagogy
Students
Guided reasoning, personalized feedback, and course-aligned AI — not a shortcut machine.
- Smart reading, video, and chat
- Consistent AI across courses
- Guided conceptual reasoning
- Academic integrity built-in
ScholarStack vs. the alternatives
ChatGPT (Plus / Edu)
General-purpose AI · OpenAI
Gives answers directly — no guided reasoning
Students skip thinking; learning outcomes suffer
No course context or syllabus alignment
AI doesn't know what week it is or what was taught
Zero faculty visibility or controls
Faculty can't see what students asked or how they responded
No institutional governance layer
No audit trail, no policy enforcement, no FERPA compliance
Locked to a single model (GPT-4)
No choice, no switching, no vendor flexibility
ScholarStack
AI Infrastructure · Higher Education
Socratic guided reasoning — never gives answers directly
Students build genuine understanding, not shortcuts
Full syllabus and week-by-week course alignment
AI knows exactly what students should know at each point
Faculty portal with full reasoning visibility
See every student's thought process, not just their grade
Institutional governance, audit trail, FERPA compliant
Built for procurement, IT, and accreditation teams
100+ models — Claude, GPT, Gemini, and more
Switch models without rebuilding anything
The bottom line
ChatGPT is a general-purpose tool that students use to bypass thinking. ScholarStack is purpose-built infrastructure that makes AI a force for actual learning — with the governance and faculty tools that institutions require.
Khanmigo
AI Tutor · Khan Academy
Socratic tutoring approach
Good guided reasoning for K–12
Designed for K–12, not higher education
No support for graduate-level complexity or HE policy needs
No faculty customization layer
Professors can't configure AI behavior per course
No institutional governance or admin dashboard
Not built for provosts, IT, or accreditation teams
Locked to Khan Academy content ecosystem
Can't bring your own syllabus, course materials, or AI model
ScholarStack
AI Infrastructure · Higher Education
Socratic tutoring — and goes much deeper
Calibrated to Bloom's levels, ZPD, and adaptive scaffolding
Purpose-built for higher education and graduate programs
Handles MBA case studies, STEM research, law seminars
Full faculty customization — per course, per assignment
Control AI rigor, mode, and behavior at every level
Provost-level governance dashboard and policy engine
Built for institutional procurement and accreditation
100+ AI models — fully vendor agnostic
Never locked in. Switch without rebuilding anything.
The bottom line
Khanmigo is a great K–12 tutoring tool. ScholarStack is higher education infrastructure — built for faculty customization, institutional governance, and the complexity that universities actually deal with.
Turnitin
Plagiarism Detection · Academic Integrity
AI detection and plagiarism checking
Widely trusted for academic integrity enforcement
Reactive, not proactive — catches after the fact
Flags misuse; doesn't prevent it or redirect students
No AI tutoring or learning support
Integrity tool only — no student guidance or reasoning help
Adversarial relationship with students
Positions AI as something to be policed, not harnessed
No analytics on learning or reasoning quality
Tells you what was copied; not how students actually think
ScholarStack
AI Infrastructure · Higher Education
Academic integrity built into every interaction by design
AI never completes work for students — integrity is structural
Proactive — guides students away from shortcuts in real time
Redirects to reasoning before misuse can happen
Full AI tutoring, feedback, and guided learning support
Students have a legitimate, powerful AI tool to use
Collaborative — AI as a learning partner, not a surveillance tool
Builds trust between students, faculty, and technology
Full reasoning audit trail per student per assignment
Faculty see every step — far richer than a similarity score
The bottom line
Turnitin fights the symptom. ScholarStack addresses the cause. When students have access to a genuinely helpful, integrity-preserving AI tutor, the incentive to misuse generic AI disappears.
Microsoft Copilot for Education
Productivity AI · Microsoft 365
Deep Microsoft 365 integration
Works well inside Teams, Word, and existing M365 workflows
Productivity tool, not a learning tool
Designed to complete tasks, not develop student understanding
No learning science framework
Not built on Bloom's, ZPD, or any pedagogical research
No faculty control over AI behavior or rigor
Same Copilot experience whether it's a class or a spreadsheet
No student reasoning visibility for educators
Faculty can't see how students used AI on assignments
ScholarStack
AI Infrastructure · Higher Education
Native LMS integration — Canvas, Blackboard, Moodle, Brightspace
Lives where learning actually happens, not in productivity apps
Built exclusively to develop student understanding
Every feature is designed around learning outcomes, not productivity
Grounded in Bloom's Taxonomy, ZPD, and scaffolding research
Learning science in every interaction, by default
Faculty control AI behavior, rigor, and mode per course
Guided, Supported, or Open mode — fully configurable
Full student reasoning timeline visible to faculty
See the thinking, not just the output
The bottom line
Microsoft Copilot makes administrative work faster. ScholarStack makes learning deeper. They solve different problems — but when institutions choose Copilot for education, they're using a productivity tool where a learning platform is needed.
Built on research, validated in real classrooms
Very Useful
"I really enjoyed the interview-style homework. It helped me solidify concepts and advance my prompt engineering techniques."
S
Student
Game Changer
"For the first time I can see where students get stuck — not just what grade they got. It changes how I design my next lecture."
F
Faculty
Institutional Win
"We finally have governance infrastructure for AI. ScholarStack let us align AI adoption with our accreditation requirements from day one."
F
Faculty
Student Impact
"The AI tutor doesn't just give answers — it asks me questions back. I actually had to think, and that's exactly what I needed."
S
Student
Seamless Onboarding
We handle every step of deployment — so your team can focus on teaching, not IT.
- Dedicated deployment lead assigned to your institution
- Complete LMS integration & SSO configuration
- Tailored onboarding for faculty and administrators
- AI policy & governance framework setup
- Course migration and data import support
- Priority support & dedicated success manager