The client asked for a simple, clear design for a desktop-first MVP that teaches math through AI tutoring. The platform needed to look modern but stay easy enough for students to use without guidance.
Our goal was to create a structure that supports AI-driven learning while keeping every element focused on clarity and function. The result is a flexible foundation ready to grow into a full educational platform.
The research stage focused on understanding how existing AI learning tools teach math and where they fall short. We analyzed competitors to identify patterns, strengths, and usability gaps in products targeting similar audiences.
Based on these insights, we built detailed user flows showing how students interact with the AI tutor and whiteboard. This helped define a logical structure for lessons, reduce cognitive load, and make the learning process feel smooth and engaging.
We analyzed leading AI tutoring and math platforms, focusing on how they combine chat interaction, visual tools, and lesson flow. Most competitors relied on cluttered interfaces, weak integration between chat and whiteboard, and overly complex navigation.
These findings showed the need for a cleaner, more focused product where AI guidance and visual tools work seamlessly together.
We designed two separate user flows to reflect the needs of different audiences — one for students and another for parents. The student flow focused on easy interaction with the AI tutor, quick access to the whiteboard, and a smooth lesson flow.
The parent flow was simpler and more goal-oriented, helping them track progress, review sessions, and manage their child’s learning activity without overwhelming details. This separation ensured clarity and a better experience for both user groups.
At this stage, we started by creating detailed wireframes to define the core learning flow and overall structure of the platform. This helped organize AI interactions, whiteboard functionality, and navigation in a logical, user-friendly way.
Next, we developed a moodboard to establish the visual tone and direction, focusing on clarity, trust, and engagement. Once the client approved the visual approach, we refined it through several design concepts and transformed the final version into a scalable UI system ready for MVP implementation.
We created detailed wireframes to define how each feature supports the learning flow. The focus was on simplicity and clarity — ensuring students could move easily between the chat, whiteboard, and AI tools without losing context.
Through iterative reviews, we refined layouts to balance usability with flexibility for future updates. These wireframes became the blueprint for a seamless, structured experience that feels natural.
We began by creating a moodboard that explored three directions — White & Clean, Gamified & Immersive, and Bold & Engaging. Each reflected a different approach to how students experience learning: from calm minimalism to game-inspired energy.
After reviewing all options with the client, we developed several design concepts based on the chosen direction. The preferred one struck a balance between clarity and engagement, combining AI-inspired minimalism with playful accents to make math feel approachable and dynamic.
The UI design phase transformed functional wireframes into a cohesive visual system. We focused on clean layouts, balanced spacing, and intuitive hierarchy to make learning feel effortless. Every element was designed to guide attention naturally and keep students engaged without distraction.
Color, typography, and microinteractions were carefully chosen to reflect the platform’s intelligent and approachable nature. The result is a minimal, modern interface that supports AI-driven learning while maintaining warmth and accessibility.





Students can upload a photo or document with a math problem, and the AI tutor instantly analyzes it. The system identifies key details, solves the problem step by step, and explains the logic behind each solution to help students truly understand the concept.

The dashboard was designed to keep the learning experience simple and distraction-free. It provides quick access to lessons, progress tracking, and AI chat, allowing students to focus on learning while maintaining a clean, organized workspace.

A dynamic workspace combines a powerful whiteboard and AI chat. Students can write, draw, or solve problems using built-in tools while receiving real-time guidance and explanations from the AI tutor.

The platform features a versatile workspace packed with drawing, writing, and annotation tools. Students can interact with the AI tutor directly in chat while solving problems, getting instant explanations, and visualizing each step in real time.