Knowledge Delivery
at Scale
Deploy course expertise as an always-available, citation-disciplined AI teaching assistant. Students access institutional knowledge 24/7 while instructors focus on high-value teaching.
The Problem
- Instructors answer the same questions hundreds of times
- Course materials sit underutilized in LMS folders
- Students can't get help at 2am before exams
The Samvid Solution
Purpose-built for educational institutions with pedagogical integrity at the core.
Curated Knowledge Bases
Instructors upload materials; AI indexes, organizes, and makes them instantly searchable and queryable.
Pedagogical Agents
Two modes: Regular mode provides direct answers, Socratic mode guides students through guided discovery.
Citation Discipline
Every answer traces back to source materials. Students learn where knowledge comes from.
Instructor Oversight
Faculty curate, review, and refine. The AI amplifies expertise, it doesn't replace it.
Two Pedagogical Modes
Choose the right approach for each learning moment.
Regular Mode
Direct answers with citations. Best for factual queries, concept clarification, and finding relevant materials.
Example query:
“What are the three types of market failure discussed in Chapter 4?”
Socratic Mode
Guided discovery through questions. Builds critical thinking and helps students arrive at understanding themselves.
Example interaction:
“You mentioned externalities—can you think of an example where a market transaction affects someone not involved in that transaction?”
Augment with External AI
Sometimes students need to go beyond course materials. Instructors can enable external chatbot integration—currently ChatGPT—allowing students to augment their learning while staying within the platform.
Controlled External Access
Instructors decide when and how students can access external AI. Enable it for specific topics, assignments, or exploration.
Privacy-First Logging
All external queries are logged anonymously. No student identification—just aggregated insights on what students are asking.
Content Gap Intelligence
When students turn to external AI, it's a signal. Anonymous logs reveal exactly where your course materials need improvement.
Insight Example:
“23 students asked external AI about partial derivatives—consider adding more examples to Chapter 7.”
Insight Example:
“External queries spike before Problem Set 3—students may need prerequisite review materials.”
The feedback loop: Student behavior informs content improvement, making your course materials more comprehensive over time.
Use Cases
Office Hours at Scale
Students get immediate, accurate answers to course questions any time of day, reducing the queue at office hours.
Research Training
Socratic mode guides students to discover answers themselves, building critical thinking skills.
Course Material Navigation
Students find relevant readings, past examples, and related concepts across entire course archives.
Assignment Support
Get help understanding concepts without getting direct answers to homework—maintaining academic integrity.
Outcomes That Matter
- 24/7 access to course expertise
- Reduced repetitive Q&A burden on instructors
- Consistent, citation-backed answers
- Scalable personalized learning
- Students develop research skills
- Faculty focus on high-value teaching
“Scale your knowledge. Multiply your impact.”
The Samvid Promise
For Education
FERPA & AI Implementation Guide
Navigating AI in education while maintaining FERPA compliance? Our comprehensive guide covers student data protection, vendor evaluation, consent requirements, and implementation best practices.
- Student data protection frameworks
- AI vendor evaluation checklist
- Consent and disclosure templates
Ready to Scale Your Course Expertise?
Let's discuss how the Samvid Platform can transform learning outcomes at your institution.