CompuGrade Business Documentation

1. Executive Summary

CompuGrade is a multi-tenant, B2B edtech platform designed to seamlessly autograde student assignments inside native productivity applications (Microsoft Office 365 and Google Workspace). By embedding the learning experience directly into the tools students use in the real world, CompuGrade eliminates the friction of file uploads and context switching, providing an authentic, real-time assessment environment.

2. Value Proposition

Authentic Assessment: Students learn by doing in the actual software (Word, Excel, PowerPoint, Docs, Sheets) rather than simulated environments.
Real-Time Feedback: Instantaneous highlighting and error analysis empower students to correct mistakes immediately, reinforcing learning.
Teacher Efficiency: The platform's AI-driven Writer Engine generates step-by-step lessons and rubrics from a single completed answer key, drastically reducing curriculum development time.
Administrative Oversight: A robust master dashboard gives district IT and operations teams complete visibility into license allocation, seat usage, and classroom provisioning.

3. Business Model

CompuGrade operates on a B2B SaaS (Software as a Service) model, primarily selling into K-12 school districts and higher education institutions.

Seat-Based Licensing: Districts purchase blocks of licenses (seats) which are then consumed as students enroll in classrooms.
Tiered Administration: The platform supports Super Admins, District Admins, and School Admins, allowing for scalable deployments across massive school networks.
Free Trials via GoHighLevel: CompuGrade utilizes automated trial provisioning and analytics to drive product-led growth (PLG) and convert prospects into enterprise contracts.

4. Key Partnerships and Integrations

To reduce onboarding friction and maximize reach, CompuGrade heavily leverages identity federation and integrations:

Open edX Ecosystem: Uses Open edX as the robust underlying Learning Management System (LMS) and CMS for course authoring.
Edtech SSO Providers: Native OAuth integrations with Clever, ClassLink, and Edlink allow seamless rostering and single sign-on for students, eliminating password fatigue.
Cloud Platforms: Hosted entirely on AWS with scalable services (ECR, App Runner, S3) ensuring high availability during peak school hours.

5. Security & Compliance

As an edtech product handling student data, CompuGrade enforces strict operational boundaries:

Architectural Separation: The Learning/Grading plane is completely isolated from the District Operations plane.
Identity Management: Uses Avatari Identity for secure RBAC (Role-Based Access Control) on the administrative side.
Data Minimization: Document comparison artifacts are securely stored in S3 and processed by isolated, stateless grading engines (DocDiff and .NET Interop).

6. Product-Led Growth (PLG) Strategy

CompuGrade relies on telemetry (SigNoz, OpenTelemetry) to track student activation rates, time-to-first-lesson, and feature usage. This data drives targeted marketing automation and helps customer success teams identify struggling districts before they churn.