Hear from builders →

LLMs answer in text.We make it move.

Near-real-time video infrastructure for LLMs. Turn prompts, documents, and AI answers into mathematically exact explainer videos. Coordinated. Narrated. Cheap enough to call from an agent.

UNIT CIRCLE

Mathematically exact Manim motion

The engine showreel.

Works with

ChatGPT
Claude Code
Cursor CLI
Gemini
Perplexity
OpenAI API

Claude Code, ChatGPT, Cursor, or your own agent. Prompt in, video out.

Some of our work.

Math, physics, and concept explainers. Prompt in, coordinated Manim motion out. For the moments a whiteboard doodle is not enough.

Unit circle

Trigonometry

Matrix intuition

Linear algebra

Divergence

Vector calculus

Demo reel 01

Physics

Demo reel 02

Concepts

An AI answer does not need to look like a wall of text.

Exact diagrams. Timed narration. Spatial coordination. The motion teachers sketch on a blackboard, generated for any prompt, document, or model output.

How the pipeline works →

The process.

One foundation. Then an engine that repeats. Near real-time, API callable, low unit cost.

Foundational

Infrastructure

Auth, jobs, storage, and the Scene IR contract agents call into.

View the API shape →
Every generationnext job
01
Ingest

Prompt, document, or model answer.

02
Scene IR

Pedagogy plan and spoken math.

03
Voice

Timed narration, duration locked.

04
Motion

Exact animation and QA repair.

Startvideo_url
~₹7

Per careful short render. Built to be called thousands of times.

See the full process →

Product sneak peek

The workspace, without the noise.

Chat with Viva. Preview and code beside it on desktop. On phone, it is chat first. Video lands in the thread.

tryvivacity.com/workspace

Viva

chat first · vivacity

V.

Tonight

Message Viva…Send

iPhone · tryvivacity.com/workspace

The people we make it for.

We would rather you see the output. Real generations on topics that used to take hours of hand-written Manim.

JEE · NEET · tutoring apps

Doubt in the chatbot becomes a narrated, exact diagram. Built for the Indian competitive exam stack and beyond.

View integration path →

Common questions.

The things people ask before integrating. Answered straight.

Near-real-time video infrastructure for LLMs. It turns prompts, documents, and AI answers into narrated, mathematically exact explainer videos you can call from an app or agent.

Newsletter

Notes on making video the default interface for AI.

Occasional notes, no spam. Unsubscribe anytime.

Why exact motion beats doodles for STEM.

When the diagram is wrong, the lesson is wrong.

Read →

Video as a tool call for agents.

Text was the easy medium. That is changing.

Read →

Unit economics of explainer infra.

If it is not cheap, chatbots will never call it.

Read →

V.

Let us put video behind your model.

One call to see if Vivacity fits your product. EdTech, agents, or creator pipelines.