AI Tutor

Personalized 24/7 support
for every student

A specialized teaching assistant always available. Powered by course materials and tailored to the instructor’s teaching style.

Macroeconomics tutorMode: Conceptual Map
EN
You
I'm not sure I've understood how an increase in interest change affects GDP, can you explain me?
UniMapper AI

In the IS-LM framework, an increase in interest rates has a cascading effect on the economy. When rates rise, the cost of financing for both businesses and households increases.

This leads to a direct reduction in Investment (I), as many projects are no longer profitable. Since investment is a core component of the total demand, its drop triggers a decrease in Aggregate Demand, which ultimately results in a contraction of the Real GDP.

Interest Rates ↑
Investment (I) ↓
Demand ↓
GDP ↓

Resource

Macroeconomics_Lec_04.pdf

Page 12 • Short-run Equilibrium

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The student support challenge

Universities face a structural challenge: delivering effective student support to a growing population with increasingly high expectations, while time, staff, and resources remain limited.

Limited availability of support

Students need answers at any time, but support is often restricted to office hours. Evening and weekend learners are left without help, and many students hesitate to ask questions due to fear of judgment.

Rigid office hoursDiscontinuous accessPsychological barriers

Overloaded faculty and staff

Faculty members and academic staff receive a high volume of repetitive questions via email, forums, and office hours. This reduces the time available for teaching, research, and high value academic activities.

Repetitive inquiriesManual processesHigh opportunity cost

Limited scalability of human support

Traditional teaching assistants have limited availability and heterogeneous expertise. Costs increase quickly, and the model does not scale with growing class sizes.

Partial coverageRising costs

Impact on retention and engagement

Lack of timely support leads to frustration, reduced engagement, and higher dropout risk. Students who do not receive help when they need it are more likely to disengage from their academic journey.

Dropout rate
Disengagement

How it works

Three simple steps to activate a specialized teaching assistant always available for your students.

1

Upload & Setup

Professor uploads course materials

The professor accesses the platform and uploads all teaching materials in any format: PDF, PowerPoint, Word, Excel, and other documents. The system automatically processes and vectorizes the content.

PDFPDF
PowerPointPowerPoint
WordWord
ExcelExcel
LaTeXLaTeX
HTMLHTML
Multi-format support (PDF, PPT, DOCX, XLSX, ...)
Simple and intuitive drag & drop
Automatic content vectorization
Organization by modules and topics

Drag and drop your course materials

or click to browse files

2

Teaching Style

Configure teaching style

The professor chooses how the AI should communicate with students. They can opt for a predefined style or completely customize the tone and teaching approach.

Formal

Structured academic language, ideal for technical and scientific courses. Precise and formal responses.

Conversational

Friendly and conversational tone, perfect for engaging students and making concepts more accessible.

Custom

Paste a transcript of one of your lectures and the AI will automatically adapt to your unique teaching style.

3

Student Access

Students interact with the AI Tutor

Once published, students can access their Tutor 24/7. They ask questions in natural language and receive immediate, personalized responses always based on course materials.

24/7 access from any device
Immediate responses with citations from materials
Multiple learning modes
Multi-language for international students

Key features

Everything you need to effectively support your students.

Multiple Learning Modes

Switch between chat, concept maps, flashcards, and quizzes. Adapts to professor's teaching style: formal, conversational, or custom.

24/7 Availability

Students can ask questions at any time, from anywhere. No restrictions on hours or days of the week.

Course Material Responses

Every answer is based on materials uploaded by the professor, with precise citations from slides, pages, and documents.

Multi-language Support

Students can ask questions in their preferred language, ideal for international classes and foreign students.

Analytics for Professors

Dashboard with insights on frequent questions, most difficult topics, and class comprehension gaps.

Privacy & Security

Encrypted data, GDPR compliant, no training on student data. Complete control over content.

Benefits for everyone

A solution that creates value for students, professors, and the entire institution.

For Students

Continuous Support

Immediate help at any time, even at 2am before an exam.

Multiple Learning Modes

Switch between chat, concept maps, flashcards, and quizzes to match your learning style.

Personalized Responses

Explanations adapted to your comprehension level and contextualized on course materials.

Judgment-Free Environment

Ask any question without fear of being judged or bothering anyone.

For Professors

Reduced Workload

AI handles repetitive and routine questions, freeing time for high-value interactions.

Class Insights

Analytics on most difficult topics, frequent questions, and common comprehension gaps.

Extension of Teaching Method

AI replicates your teaching style, extending your presence 24/7.

For the Institution

Specialized Teaching Assistant

Always available, always up-to-date on materials, always competent. Without the limitations of traditional TAs.

Reduced Dropout

Continuous support reduces frustration and disengagement, key factors in student dropout.

Unlimited Scalability

Supports 10, 100, or 1000 students with the same quality. No marginal cost per additional student.

Measurable ROI

Clear metrics on student engagement, satisfaction, and performance.

Integration and technology

Enterprise-grade technology that integrates seamlessly with your existing infrastructure.

Simple Integration

Integrates with existing systems without disrupting current processes.

REST API for custom integration
Plugins for major LMS (Moodle, Canvas, Blackboard)
Single Sign-On (SSO) with Active Directory, SAML, OAuth
Direct embedding in existing student portals

Security & Privacy

Your data and your students' data are protected at the highest security levels.

End-to-end encryption for all data
GDPR compliant
No training on client data
Complete control over access and permissions
Full audit log of all activities

Scalable Infrastructure

Cloud-native architecture designed to grow with your needs.

Automatic auto-scaling based on usage
Guaranteed 99.9% uptime
Daily automatic backups
Global CDN for minimal latency
Multi-region deployment for disaster recovery

Performance & Reliability

Fast responses and system always available when students need it.

Average response time <2 seconds
Support for thousands of simultaneous queries
Intelligent caching for frequent questions
24/7 monitoring with automatic alerts
Custom SLA for enterprise

Supported file sources

Documents
Documents
.pdf
Word Files
Word Files
.docx, .doc, .txt
Presentations
Presentations
.pptx, .ppt
Spreadsheets
Spreadsheets
.xlsx, .xls, .csv
Latex
Latex
.tex
Web
Web
.html

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