WalnutFlow is an AI-powered educational platform that turns complex or long-form texts into short, personalized learning units. We were hired to refine the product experience, extend its functionality, and prepare the application for global launch.
Built entirely in FlutterFlow, the app converts user-selected content into micro-lessons, enriched with Text-to-Speech so learners can listen to material on the go. We optimized the architecture, added a token-based usage system, and carried out a full functional audit to ensure reliability and consistency across the entire journey.
Our work also included preparing and publishing the app to both the App Store and Google Play, fine-tuning UI flows, and improving session tracking, lesson navigation, and audio playback. The result is a fluid, engaging learning experience that blends reading, listening, and adaptive progression in a single platform.
Our Contribution:
Product & UX Improvement: refined user journeys, lesson flow, and interaction design to streamline the learning experience.
Adaptive Micro-Lesson Engine: conversion of long texts into short, progressive learning units.
Text-to-Speech Integration: seamless audio playback for hands-free learning.
Token System Implementation: credit/tokens logic for controlled usage and feature access.
Functional Review & Optimization: complete audit of all screens, logic, and flows in FlutterFlow.
Store Deployment: full setup, build, compliance, and publishing to App Store and Google Play.
Performance & Stability Enhancements: improved loading states, navigation, and error handling.
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Posted Jan 8, 2026
Refined and launched WalnutFlow app using FlutterFlow, enhancing user experience and functionality.
Helped client with Product Roadmap and Tech Strategy