Adaptive lesson intelligence
One adaptive engine. Multiple ways to learn.
Upload your material. Every student gets a unique lesson — shaped by one adaptive engine, sharper with every session.
Multiple ways to teach and learn.
Student and Teacher workflows run on the same adaptive engine — every lesson unique to the individual, never one output shared by everyone.
For students
Lessons shaped by how you learn
Upload your notes, readings, or study material. Velociti builds a lesson around your content — formatted, paced, and structured using your personal learning preferences.
- Your preferences are captured from how you engage with each lesson
- Every new lesson is sharper than the last — the system learns what works for you
- No two students see the same lesson, even from the same source material
For teachers
One upload, a lesson for every student
Upload your curriculum, handouts, or slide decks. Velociti produces comprehensive lessons — then our adaptive algorithm tailors each one uniquely to every student in your class.
- Build once from your materials; delivery adapts per learner automatically
- Assign lessons in Teacher Mode and track student viewer accounts
- Each student receives instruction matched to their evolving preferences
Same source. Different lesson.
One upload branches into individualized lessons — shaped by how each learner engages with the material.
Teacher upload
Bio_unit_03.pdf · Photosynthesis
Alex
Visual focus- Diagram-first sections
- Concise callouts
- Step-by-step flows
Jordan
Reading focus- Expanded prose
- Inline citations
- Concept summaries
Sam
Practice focus- Worked examples
- Checkpoints
- Guided exercises
Preferences sharpen with every session — each return visit produces a more precise lesson.
The adaptive engine.
Source-grounded lessons are the foundation. One adaptive engine makes each output unique — and smarter with every session.
Adaptive learning algorithm
Lessons are not one-size-fits-all. Velociti adapts structure, representation, and support level to each student's needs.
Student preference model
Upload your material and receive lessons built around your preferences — improving automatically with every session you complete.
Teacher Mode and assignment
Upload curriculum once. Comprehensive lessons are generated and adapted uniquely for each student in your class.
Source-grounded ingestion
PDFs, documents, links, and images power every lesson. Adaptation always starts from what you provide.
Section-level refinement
Teachers and students can polish any section without losing the adaptive structure underneath.
Assessments that follow the learner
Quizzes and flashcards generated from the same adapted lesson — consistent with how that student is being taught.
Lessons that get sharper.
From indexed sources to individualized delivery — the engine refines with every interaction.
- 01
Start with your content
Upload · Student or teacher materialStudents upload notes and readings. Teachers upload curriculum, handouts, and slide decks. Every adaptive lesson begins from material you trust.
- PDFs, documents, links, and images accepted
- One upload can power lessons for an entire class
- Content indexed and cited before generation begins
- 02
Learn how each student learns
Profile · Preferences · pathways · usageVelociti captures learning preferences from engagement — representation, pacing, support level, and pathway. The model sharpens with every lesson completed.
- Preferences inferred from real usage, not fixed labels
- Multiple evidence-informed pathways per topic
- Each session makes the next adaptation more accurate
- 03
Generate a lesson built for one learner
Adapt · Unique · per studentOur adaptive algorithm produces a comprehensive lesson unique to each student — structured, cited, and matched to their current preference profile.
- No two students receive the same lesson from the same source
- Format, depth, and support adjust to individual needs
- Teachers review once; students each get their own version
- 04
Every lesson makes the next one better
Improve · Refine · assign · growAs students engage, preferences update automatically. Teachers assign, track, and refine — while the system keeps personalizing with each interaction.
- Preference model improves continuously from usage
- Quizzes, flashcards, and exports follow each adapted lesson
- Teacher Mode for assignment and student viewer accounts
One engine. Multiple ways to learn.
Upload your material and see personalization in action — or sign up as a teacher and deliver uniquely adapted lessons to every student in your class.