Private AI for learning and making

Intelligence for
how you think.

Learn through questions. Turn ideas into polished work. Build in two and three dimensions—all inside one thoughtful workspace.

01
Socratic by design
02
Built for privacy
03
Efficient by intent
ParaFrames Mini showing Kalvi guiding a learner through a question
✦ Socratic guidance
⌁ One connected workspace
Socratic tutoring✦Presentations✦ Documents✦Spreadsheets✦ 2D + 3D creation✦Circuits

Made in ParaFrames

Your ideas,
all in view.

Keep scrolling Swipe projects
Your movement becomes horizontal

ParaFrames gallery
Presentations · Documents · Spreadsheets Scroll to explore →
01 / Presentations

Stories designed to be remembered.

Bold decks for lessons, pitches, research, and ideas.

02 / Documents

Documents with a point of view.

Research, notes, essays, and plans with room to breathe.

03 / Spreadsheets

Numbers made clear.

Track progress, find patterns, and make the result visible.

One workspace, many ways to think

From first question
to finished idea.

ParaFrames meets you where the work begins, then gives every idea the right form.

01 / Learn

Answers that teach.

Kalvi uses questions and graduated hints to build understanding—not just finish the assignment.

Explore Kalvi
02 / Create

Ideas, fully formed.

Shape a prompt into a presentation, document, spreadsheet, diagram, or visual story.

See what you can make
03 / Build

Make it dimensional.

Sketch precise geometry, explore 3D concepts, and bring circuits to life in a visual workspace.

Explore building tools

Your Knowledge Library

Everything you make becomes useful again.

Presentations, notes, research, images, and ideas live together in one private library. ParaFrames organizes the things you choose to keep, so new work can begin with what you already know.

Collect

Bring your work and learning materials into one place.

Connect

Find relationships across projects, formats, and subjects.

Create

Use your own library as context for the next thing you make.

ParaFrames Mini Knowledge Library with organized sources and library health

Meet Interactables

Don’t just show it.
Let people explore it.

Add live controls directly to a slide or document. A timeline can reveal change, a knob can reshape a visual, and a button can transform the entire story in real time.

A living presentation

Watch an idea
evolve.

DRAG THE TIMELINE TO CHANGE THE FRAME
AM+
Interactable controls● Live
Theme
TimelineKnobFlashcardsPollDice
Kalvi guiding a learner through an architecture question in ParaFrames Mini

How Kalvi teaches

A tutor that knows when not to tell you.

Kalvi guides learners toward the next useful thought. Socratic dialogue, staged hints, and visual tools keep curiosity in the driver’s seat.

  • 01 Guidance that adapts to the learner
  • 02 Safety designed into every interaction
  • 03 A controlled environment for learning materials

Built-in creative Frames

Change the tool.
Keep the thought.

Open a specialized workspace without leaving ParaFrames. Everything you create can flow back into your library, ready for the next document, lesson, or presentation.

01
◇

Modeler

Shape and explore ideas in 3D.

02
⌁

Grapher

Turn data into a visual explanation.

03
✎

Doodle Pad

Sketch freely, then use it anywhere.

04
⌗

Capture

Take photos and bring the world into your workspace.

05
◐

Studio

Create and edit video and audio in one timeline.

06
⌘

Tweaks

Edit photos and refine every visual detail.

A tool for every kind of idea

Think across formats.

01

Present

Turn a rough idea into a clear visual narrative.

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02

Write

Draft and shape documents without losing your voice.

↗
03

Analyze

Organize information and make patterns easier to see.

↗
04

Model

Move from geometric thought to 2D and 3D form.

↗
05

Prototype

Explore circuits and technical ideas visually.

↗

ParaFrames Atlas

Built for the classroom from the ground up.

A connected space where teachers can build engaging instruction and students can learn, make, and show what they understand. Atlas isn’t a reduced version of ParaFrames—it is a complete classroom environment.

01

Classroom Chain

Connect each class with its own code, calendar, and Knowledge Library.

02

Live participation

Polls, drawing, checks for understanding, and interactive assignments.

03

Assessment with context

Focused assessment spaces with teacher-controlled open-note options.

PFBiology · Period 2
Teacher view
TUESDAY, SEPTEMBER 1

Good afternoon, Ms. Rivera.

Your class is ready to learn.

Classroom code284 61924 students joined
Next upCell structureAssessment · 1:30 PM
Today’s activityView class →
✓
Warm-up poll22 of 24 responses
Complete
✦
Organelle interactableLive presentation
In progress
▣
Exit reflectionAssigned for 2:20 PM
Scheduled

The Munivar research program

More useful intelligence. Less wasted energy.

Our research explores educational capability per watt: compact models, efficient inference, and request-aware routing designed to make dependable AI practical on real hardware.

↓Compute overhead
↑Practical access
∞Curiosity supported

One idea, every screen

Native where you work.

ParaFrames is being built across desktop, tablet, and phone—starting with Apple platforms, with Windows and Android to follow.

Built for schools, families, and independent minds

A better frame for
what comes next.

Explore ParaFrames ↑