Bartleby: AI-Assisted Content Quality Platform for Online Education

IT IDOL Technologies developed a content quality and review system for Bartleby, an online education platform. The system was designed to help subject matter experts review educational content, check for plagiarism, identify grammar and spelling issues, manage feedback, and monitor their work through a dedicated activity dashboard.

The project focused on bringing content checks, editing workflows, and feedback management into a structured system with separate roles for administrators, SME managers, and subject matter experts.

Platform Profile

Project Snapshot

Industry

Education / EdTech

Company Size

60+ employees

Frontend

React JS

Location:

United States

Project Type

AI-Assisted Content Quality and Review System

Backend

Node.js

About the Client & Project Context

Supporting Students Through Online Educational Resources

Bartleby is an online education service that provides homework help and learning resources to students. Its services are intended to support students with their academic work through resources suited to different learning needs and schedules.

Maintaining the quality of educational content is an important part of delivering these resources. The project addressed the internal workflows used by subject matter experts to review, edit, and improve content before it is delivered to learners.

barleby
Project Requirements

Building a Structured Content Quality Workflow for Subject Matter Experts

Bartleby required a system that could support different user roles and provide a structured process for reviewing educational content. The goal was to bring content quality checks, editing functionality, and feedback management into one workflow.

Role-based access

Support three user roles: Admin, SME Manager, and SME.

AI and plagiarism checks

Provide content checking capabilities to help review originality and quality.

Grammar and spelling assessment

Identify writing issues and support corrections during the review process.

Feedback management

Enable users to provide feedback and manage follow-up actions.

Answering and editing tools

Support the creation, review, and editing of educational answers.

Main Explainers highlighting

Provide a way to highlight key explanations within educational content.

Automated corrections

Support autocorrection of grammar and spelling mistakes.

SME activity tracking

Provide a dedicated My Activity tab to review performance metrics and manage feedback actions.

IT IDOL Technologies' Role

IT IDOL Technologies developed the platform’s content quality checking system and SME workflow functionality based on Bartleby’s requirements.

AI-Assisted & Plagiarism Checks

Implemented AI-assisted content checks and plagiarism detection to support the content review process.

Grammar, Spelling & Editing

Developed grammar and spelling assessments, along with editing functionality to help review and improve content.

Feedback & SME Activity Tracking

Implemented feedback management, Main Explainers highlighting, and activity tracking for subject matter experts.

Role-Based Access & Workflow Management

Configured separate access roles for administrators, SME managers, and subject matter experts to support their respective responsibilities

Engineering

Solution & Development Work

IT IDOL Technologies developed multiple components of Bartleby’s platform to support educational content review, quality assessment, and subject matter expert workflows. The solution brought together AI-assisted and plagiarism checks, writing assessment tools, content editing, feedback management, and activity tracking within one platform.

  • The quality check module provides subject matter experts with a structured way to review educational content.

    It brings together content checking and review functionality to help SMEs assess material before it moves through the content workflow. The module was designed to support content quality and originality checks as part of the review process.

  • The system includes AI-assisted content checking and plagiarism assessment capabilities.

    These features support the review of educational material by helping SMEs examine content for potential originality and quality issues. Specific detection methods and accuracy metrics should be documented separately if verified technical information is available.

  • Grammar and spelling assessment features help identify writing issues within educational content. The system also includes autocorrection functionality to support the correction of grammar and spelling mistakes.

    These capabilities form part of the content refinement workflow, helping SMEs review and edit material before it is finalized.

  • The platform includes answering and editing modules to support work on educational content.

    These tools provide functionality for SMEs to work with answers and make content changes within the broader review process.

  • The feedback module supports structured feedback on educational content. It also helps SMEs manage feedback-related actions as part of the review workflow.

    By including feedback functionality alongside content checks and editing tools, the system supports a more organized approach to reviewing and refining educational material.

  • The platform includes a Highlight ME feature for identifying Main Explainers within educational content.

    This functionality provides a way to highlight key explanations, helping distinguish important content within the material being reviewed.

  • A dedicated My Activity tab allows subject matter experts to monitor their performance metrics and manage feedback actions.

    This gives SMEs a dedicated place to review their activity and follow up on feedback within the system.

Key Capabilities Delivered

Content quality checks

Review functionality for subject matter experts.

AI-assisted and plagiarism checks

Support for content quality and originality assessment.

Grammar and spelling tools

Assessment and autocorrection functionality.

Content editing

Answering and editing modules.

Key content highlighting

Highlight ME functionality for Main Explainers.

Feedback workflows

Structured feedback and action management.

SME activity monitoring

A dedicated view for reviewing performance metrics and feedback actions.

Role-based access

Separate roles for Admin, SME Manager, and SME.

Key Capabilities

Technology Stack

React Logo
Frontend DevelopmentReact.js
Node Js Logo
Backend DevelopmentNode.js

Have a Similar Project in Mind?

Planning an AI-assisted content review system, an educational platform, or an application with specialized review and approval workflows? IT IDOL Technologies can help you assess your requirements and plan the software development approach around your business needs.