Building step-by-step toward automated-guided learning infrastructure for tutors.
Each year, we expanded from student personalization → tutor workflows → platform-scale automated-guided learning.
100K+
Students Supported
700+
Tutors Empowered
Automated-Guided
Adaptive Learning Platform
2023
Student Learning Foundation
Goal
Transform the product into a flexible education platform.
What We Achieved
- Delivered a complete, end-to-end Digital SAT learning experience
- Enabled personalized and adaptive learning at scale
- Enabled students to pay and access content easily through a web application
- Built a SAT content library for Reading, Writing, and Math
What We Built
- Student web application with topic-based practice, adaptive tests, and learning library
- Personalized question engine and engagement features (AI and friend challenge)
- In-app payments (Stripe integration) and content operations tooling
2024
Tutor & Business Expansion
Goal
Expand the product to support tutors and tutoring businesses.
What We Achieved
- Empowered tutors to manage roster, assign work, monitor progress, and provide feedback
- Enabled tutors to create SAT content quickly using automated tools
- Helped tutors attract and enroll new students through interactive content
- Enhanced SAT content coverage (sub-topics) and quality for better student learning
What We Built
- Teacher and Admin views
- AI Hub for content generation and PDF imports
- Shareable collections and prospect tracking
- SAT content improvements
2025
Transformation to Platform & Automated-Guided Learning
Goal
Transform the product into a flexible education platform.
What We Achieved
- Enable educators to create, deliver, and sell courses, all in one platform.
- Expanded applicability beyond standardized test prep
- Introduced automated-guided personalized learning paths
- Launched ACT and HSPT courses
- Introduced TutorHub for small tutors to generate questions, share with students, and track progress
- Added AI-powered PDF question extraction for text, images, graphs, and tables
- Allow educators to white-label the platform, launch under their own brand, and scale their education business
What We Built
- Course creation tools and marketplace
- Automated-guided learning paths and personalization
- Platform-level course and content management
- TutorHub: Content generation and sharing tool for small tutors
- PDF extraction tool: Extracts questions, images, graphs, tables, and other data from any PDF