Trytorial

The problem we solved

Traditional learning materials often fall short when it comes to visualizing complex concepts. Static textbooks and slides can make dynamic mathematical relationships and scientific processes difficult to grasp.

Torial transforms a mathematical or scientific concept into an animated video in under 30 seconds while keeping the layout and voiceover in sync.

Technical implementation

Torial uses Manim, the mathematical animation engine also used by 3Blue1Brown. Natural-language descriptions are turned into Manim Python code, rendered into an animation, and delivered in a web-optimized format.

• Text processing for natural-language concept descriptions
• AI-assisted Manim code generation
• Isolated video rendering and web delivery

What I learned

Running a free service with our own funding made resource management and cost optimization first-class product constraints. It also made the no-signup experience unusually streamlined.

The project began as a student-facing product and evolved toward B2B education, where institutions and content creators need high-quality visualizations at scale.