Scholé Learn by Building

Product Introduction

1. Definition: Scholé Learn by Building is an AI-powered, interactive learning platform and browser extension that provides real-time, hands-on guidance directly within live software applications. It is a technical learning and digital adoption platform (DAP) that uses computer vision and large language models (LLMs) to analyze a user's screen and deliver contextual, step-by-step instructions.
2. Core Value Proposition: It exists to solve the "knowing vs. doing" gap in technical education and software onboarding. Instead of passive learning through videos or documentation, Scholé enables active, project-based learning where users acquire skills by completing real tasks in real tools (like Google Gemini, Claude, or GitHub), resulting in tangible work artifacts. Its primary value is contextual, in-application guidance that adapts to the user's actual screen.

Main Features

1. Learn Anywhere Browser Extension: This is a browser side-panel extension (compatible with Chrome, Edge, Brave, and Firefox) that provides real-time tutoring. It works by taking a read-only, frame-by-frame analysis of a single browser tab to understand the user's current interface. Using this visual context, the AI assistant "Olé" generates and delivers step-by-step tasks, hints, and verification. The technology processes screen frames ephemerally; they are used in the moment by the AI model and are never recorded or stored on disk, addressing core privacy concerns.
2. Interactive, Project-Based Lessons: The platform offers structured lessons that culminate in a user building a real, functional asset. For example, a lesson might guide a user to create "Your first Gemini Notebook" or "Your first website with GitHub Pages." The user completes the work in their own accounts, and Olé checks the output for correctness. This creates a tangible learning outcome and reinforces skill retention through immediate application.
3. Multimodal AI Tutor (Olé): The Olé assistant supports both text and voice chat in four languages (English, French, German, Italian). It acts as a patient tutor, allowing users to click a "Stuck" button for hints as needed. Its guidance is contextual and adaptive, based on the live state of the application the user is working within, moving beyond static, pre-written tutorials.
4. Knowledge Graph Integration: All user progress and completed tasks are tracked and feed into a personal Scholé knowledge graph. This creates a structured record of learned skills that counts towards lesson completion, allowing for personalized learning pathways and progress tracking over time.

Problems Solved

1. Pain Point: The inefficiency of passive learning methods (documentation, video tutorials) for acquiring practical software skills. Users often watch or read but fail to retain or apply knowledge without hands-on practice.
2. Target Audience: Aspiring developers and data professionals learning new tools (e.g., AI notebooks, APIs, Git). Employees and teams undergoing software onboarding or digital transformation (e.g., learning new CRM, ERP, or internal tools). Individual learners and hobbyists seeking structured, project-based upskilling in technical domains.
3. Use Cases: Onboarding for new SaaS tools: Guiding a marketing team member through building their first dashboard in a new analytics platform. Coding education: Walking a beginner through creating and deploying a static site with GitHub Pages without prior Git knowledge. Enterprise software adoption: Providing in-the-flow support for employees learning a complex new internal procurement system, reducing support tickets and training time.

Unique Advantages

1. Differentiation: Unlike screen-recording tutorial platforms (e.g., Loom) or static interactive course platforms, Scholé operates directly on live production software. Unlike traditional Digital Adoption Platforms (DAPs) that require manual creation of walkthroughs for each application, Scholé's AI can generate guidance contextually for a wide range of web tools without pre-configuration for each one.
2. Key Innovation: The privacy-first, ephemeral screen processing model. While competitors may rely on continuous recording or screenshot storage, Scholé's architecture uses screen frames only for real-time inference, immediately discarding them. This technical approach minimizes data liability and addresses a major barrier to adoption in enterprise and sensitive environments. Furthermore, its core thesis of "learn by building" is operationalized through direct integration with the user's actual work environment.

Frequently Asked Questions (FAQ)

1. Is the Scholé browser extension safe for privacy? Does it record my screen? No, the Scholé extension does not record or store screenshots or videos of your screen. It processes browser tab frames in real-time, in memory, to allow the AI tutor to provide contextual guidance. These frames are never written to persistent storage (on your machine or their servers). Only textual data—like task steps, completion status, and chat messages—is retained.

2. What can I actually build or learn with Scholé Learn by Building? You can complete hands-on projects that result in real, usable assets. Current examples include building an AI-powered notebook with Google Gemini, creating an automated agent with Anthropic's Claude, and developing and deploying a website using GitHub Pages. The platform is designed to expand to any web-based tool, teaching practical skills through immediate application.

3. How does the Scholé AI tutor work compared to just using ChatGPT? While ChatGPT provides general explanations, Scholé's Olé tutor provides context-specific, step-by-step guidance based on what is actually on your screen. It can see the interface you're using (e.g., a specific software settings page), tell you exactly which button to click next, and verify the result of your action. This creates a guided, interactive learning loop that a general-purpose chatbot cannot replicate.

4. Do I need to install anything to use Scholé Learn by Building? To use the full "Learn Anywhere" mode on external websites, you need to install the Scholé browser extension. However, you can start some introductory lessons directly on the Scholé web app without any installation. A free Scholé account is required to save your progress across sessions.

5. What are the system requirements and browser compatibility for the Scholé extension? The Scholé browser extension is compatible with Chromium-based browsers (Google Chrome, Microsoft Edge, Brave) and Mozilla Firefox. It requires permission to read the active tab's content (in a read-only state) to function. No special hardware is required beyond a standard modern computer capable of running these browsers.