Lumendor
EduScan provides an AI-powered curriculum review platform that systematically scans instructional materials word-by-word and image-by-image against client-defined criteria. The tool convenes a customizable council of specialized AI agents to assess factors like factual accuracy, age appropriateness, and legal compliance, delivering flagged content with precise citations through a secure portal. It is designed for K-12 education leaders who need rigorous, defensible curriculum review processes.
- Education Technology
- Artificial Intelligence
- AI Agents
- Regulatory & Compliance Technology
- Software Only
Funding
Founders
Founder details are not available yet.
Product
Problem
Curriculum reviews intended to ensure instructional materials are aligned and appropriate have become increasingly complex, contentious, and high-stakes. Existing manual review processes are expensive, inconsistent, and practically incapable of analyzing language, visuals, and context at scale while producing sufficient documentation. Poorly conducted reviews can shortchange students, erode family trust, and expose organizations to serious legal and reputational risk.
Solution
EduScan addresses the limitations of manual curriculum reviews with a systematic, auditable process powered by advanced, multi-agent AI technology. The tool examines instructional materials word by word and image by image, applying consistent, client-defined criteria to flag potentially concerning content and provide clear, reasoned analyses with precise citations from source material. EduScan convenes highly specialized AI agents into a customizable council modeled on effective human review teams, allowing the system to assess factors such as factual accuracy, narrative framing, implicit assumptions, age appropriateness, literary value, and key themes. Findings are delivered through a secure portal where clients can review flagged content, analyses, and all scanned materials in full, and users can explore results by category, interact with the AI, and generate detailed reports. The tool evaluates curriculum against federal requirements, state laws, and district policies, with every flag documented and summarized to support straightforward reporting and compliance. Humans remain in control throughout the process, but with better data to make more informed and defensible curriculum decisions.
Target Audience
The primary customers are K-12 education leaders, including school district administrators, curriculum directors, and compliance officers, who need rigorous, defensible curriculum review processes to meet educational standards and legal requirements.
Features
- Customizable council of specialized AI agents covering categories including violence or harm, social or civil conflict, race/ethnicity and merit bias, fact checking, political ideology, sexual content, Lexile level, extremism, profanity, legal compliance, sexual instruction, and religion
- Deep contextual analysis that goes beyond keyword searches to evaluate language and tone, visuals and imagery, narrative framing and emphasis, and age and developmental appropriateness
- Word-by-word and image-by-image scanning with precise citations from source material for every flag
- Secure client portal allowing review of flagged content, full materials, and category-specific exploration
- Interactive AI chat and detailed report generation for documentation and compliance support
- Calibration of AI Council to client-specific policies and community standards
- Intentionally neutral and nonpartisan methodology, with review criteria developed in partnership with individual clients