Skip to main content

TutorFlow

Category: AI in Education

An AI-powered education platform that automates pedagogical workflows and STEM content digitization through agentic AI and Model Context Protocol (MCP) integration. TutorFlow was founded in 2021. The company is led by Jay Jang. Based in Los Angeles, USA. Team size: 2-10. Total funding raised: Undisclosed. Latest round: Seed. Key investors include Geek Haus.

Founded
2021
Headquarters
Los Angeles, USA
Team size
2-10
Total funding
Undisclosed

Value proposition

Reduces administrative burden for educators by automating the creation of structured learning materials, interactive assessments, and the digitization of complex STEM content.

Products and solutions

AI Agent Platform (with API and MCP integration), AI-Powered Slide Generation Tool, Proprietary STEM OCR (for handwritten formulas and diagrams), LMS Integration & Automation Suite

Unique value

One of the first educational platforms to implement the Model Context Protocol (MCP), enabling standardized, context-aware interactions between AI agents and diverse educational data sources.

Target customer

STEM educators, educational institutions, K-12 and higher education teachers, and EdTech content creators.

Industries served

Education Technology (EdTech), STEM Education, Higher Education, K-12 Education

Technology advantage

Combines specialized AI OCR capable of interpreting complex mathematical and scientific notation with an agentic workflow that automates the transition from raw notes to structured digital curriculum.

How they differentiate

TutorFlow differentiates through its specialized 'Agentic' workflows and the implementation of the Model Context Protocol (MCP), which allows AI agents to interact with diverse educational data sources more effectively than standard wrappers. It also features proprietary STEM OCR specifically optimized for handwritten mathematical formulas and scientific diagrams.

Main competitors

Mathpix, MagicSchool AI, Khanmigo (Khan Academy)

Key partnerships

Geek Haus (Parent Company/Incubator), Technical integration with MCP-compliant AI ecosystems (e.g., Anthropic, OpenAI)

Notable customers

International University of Ulaanbaatar, Technical University of Denmark, Sejong University, San Diego State University, Universidad Europea de Valencia, Taejae University, CodeFriends, Willtek Froggy, Openfor

Major milestones

Launched Agent Platform with API and MCP integration in early 2025, Released proprietary AI OCR for handwritten STEM content digitization in July 2025, Pivoted from marketing agency (Geek Haus) to product-led AI education platform, Launched TutorFlow Agent Platform (developer API + MCP server) in April 2026

Growth metrics

Launched flagship Agent Platform in early 2025; expanded product suite to include specialized STEM OCR and AI-powered slide generation.

Market positioning

Specialized AI-SaaS infrastructure provider for STEM educators and course creators.

Geographic focus

North America

Patents and IP

No registered patents disclosed as of latest update.

About Jay Jang

Jay Jang is the CEO of TutorFlow (and its parent company, Geek Haus). He is a product-led leader specializing in the integration of Generative AI and Agentic workflows within the education sector. Under his leadership, TutorFlow launched its flagship Agent Platform with API and MCP (Model Context Protocol) integration, as well as AI-powered slide generation and OCR tools for STEM content. He focuses on automating pedagogical workflows to allow educators to focus on teaching rather than administrative formatting.

Official website: