Synthesize 3Blue1Brown Animations with AI.
Transform STEM prompts, LaTeX formulas, or lecture outlines into professional Manim animations with millisecond-accurate narration in minutes.
Open-source core · Self-hosted or Cloud
trusted by STEM educators & creators
Synthesized 4 scenes: Complex Plane Setup, Unit Circle Rotation, Taylor Expansion Duality, and Identity Collapse. Aligned 16 narration beats with Kyutai DSM word timestamps. Rendering 1080p60 in Docker...
- 10k
- 60 FPS Visuals
- 98%
- < 3 Min Pipeline
- 24/7
- 99.8% Speech Sync
Engineered for open-source AI, mathematical computing & visual education
- GitHub
- Microsoft
- Vercel
- AWS
- Notion
- Slack
- Dropbox
Get started in three steps.
Define Topic or Ingest Notes
Enter a STEM theorem, prompt, or upload course notes and PDFs. AOS extracts pedagogical objectives and structural concepts.
Agentic Storyboard & Synthesis
Pydantic AI agents architect scene layouts, generate precise Manim code, structure beat timings, and run self-correcting validation loops.
Docker Render & 60fps Export
Isolated Manim containers render high-definition vector animations with synchronized Kyutai DSM speech and exportable presentation slides.
Real results, not just features.
faster lecture video production
crisp vector Manim rendering
beat-to-speech alignment accuracy
manual animation keyframing required
c = Circle(radius=1.8, color=BLUE) arrow = Arrow(ORIGIN, c.point_at_angle(PI/4)) self.play(Create(c), GrowArrow(arrow)) self.play(Transform(formula, next_tex))
Pydantic AI Lecture Graph.
A multi-agent cognitive architecture decomposes complex STEM subjects into pedagogical outlines, visual scenes, and granular animation beats.
Explore the pipelinecollaborating in real time
Pedagogical Storyboarding
Classifies audience prerequisites and scaffolds concepts visually from intuition to formal proof.
Autonomous Repair Loop
Validates AST schemas and recompiles syntax errors automatically before rendering.
Durable DBOS Workflows
Step-level checkpointing guarantees pipeline resumption if a process or render gets interrupted.
EduClaw Knowledge Ingestion.
Ingest textbooks, research papers, and course syllabi. EduClaw extracts mathematical theorems and maps core concepts directly to visual animation cues.
View knowledge base- fourier_analysis_stein.pdf0.98
...complex exponentials form an orthonormal basis on L2(T)...
- linear_algebra_strang.md0.94
...orthogonal projection translates directly into visual epicycle rotations...
- quantum_pedagogy_notes.docx0.89
...visualize phase angles in the complex plane before continuous transforms...
LaTeX formula fidelity
LaTeX MathTex Native
Flawless rendering of complex equations, matrices, integrals, and coordinate systems.
Concept-to-Scene Mapping
Automatically queries syllabus definitions to ground every visual beat in textbook clarity.
Multimodal Video & Slides
Outputs standard MP4 videos or interactive Manim Slides for web and live presentations.
Manim Docker Engine
60 FPS
1080p & 4K · 14.2s render time
Renders
1,420
Cache Hit
94.2%
Sync Acc
99.8%
60 FPS Docker Rendering.
High-speed containerized Manim rendering paired with Kyutai DSM speech synthesis. Millisecond-accurate word timestamps keep audio locked to visual animations.
Inspect render studiosmooth vector animations
Kyutai DSM Audio Alignment
Delayed Streams Modeling produces studio-grade narration with native word-level timestamps.
Persistent Docker Containers
Pre-warmed render environments eliminate cold start latency for rapid scene compilation.
Direct Code & Video Export
Download raw compilable Manim Python scripts, LectureIR JSON, or 1080p/4K video assets.
From raw concept. To cinematic animation.
Every lecture travels through our structured Pydantic AI graph. Agents architect visual scenes, write verified Manim code, align Kyutai speech timestamps, and Docker renders the final video.
Sources
AOS Agent Graph
0 agents
Pydantic AI pipeline
Synthesize 60fps Fourier Transform animation
Artifacts
4 scenes compiled in Docker Manim. 16 beats synchronized with Kyutai DSM speech.
Security and control, built in.
From day one your data is encrypted, access-controlled and audited. Enterprise teams get SSO, data residency and a dedicated success manager.
SSO & SAML
One-click sign-in with Okta, Google, Azure AD and any SAML provider.
Role-based access
Granular roles and permissions so people see only what they should.
Encrypted end to end
AES-256 at rest, TLS 1.3 in transit. Your keys, your data.
Audit logs
Every action recorded and exportable for compliance reviews.
Works with your stack.
Connect the tools your team already lives in. New integrations ship every month — and the REST API covers the rest.
“AOS transformed how we create university-level physics and calculus animations. Visualizing complex differential equations used to take our animator weeks — now we produce verified, synchronized videos before each class.”
Dr. Julian Vance
Director of Digital Pedagogy · Cambridge STEM Lab
- −92%
- production turnaround time
- 60 FPS
- native render quality
- 100%
- LaTeX formula accuracy
Loved by educators
Teach visually at 60 frames per second.
“Creating 3Blue1Brown-quality linear algebra animations used to take 20 hours of manual Manim coding per lecture. AOS drafts the scenes, LaTeX formulas, and synchronized narration in under five minutes.”
Dr. Elena Rostova
Associate Professor of Mathematics · State University
“The beat-synchronized voiceover with Kyutai DSM word timestamps is unreal. No more wasting weekends manually nudging audio waveforms in Premiere to line up with mathematical transitions.”
Marcus Chen
STEM Creator & Animator · VisualMath Studio
“The self-correcting validation and repair loop makes sure our LaTeX equations and SceneObjects compile cleanly in Docker every time without animation glitches.”
Sarah Jenkins
Curriculum Lead · Open STEM Initiative
The difference is the grounding.
| Capability | aos | Manual Manim Scripting | Slide Decks / Screencasts |
|---|---|---|---|
| AI Pedagogical Planning & Outlines | |||
| Automated Manim Scene Synthesis | |||
| Word-Aligned Voiceover (Kyutai DSM) | |||
| 3Blue1Brown-Grade Vector Visuals | |||
| Autonomous Schema Repair & Linting | |||
| Fast Dockerized Container Rendering | |||
| Interactive Manim Slides Export | |||
| Self-Hosted & Local Model Support |
Transparent compute built for scale.
Run locally for free with Ollama, or scale cloud GPU rendering on demand.
≈ $19 / creator / month · billed monthly · cancel anytime
For educators and creators generating high-res videos.
- Cloud GPU accelerated rendering
- Kyutai DSM studio-quality voices
- 1080p & 4K 60fps video exports
- Interactive Manim Slides generation
FAQ
Frequently asked.
Bring your mathematical ideas to life in minutes.
Generate your first Manim video today. Open-source friendly, no credit card required.