This Case Shows Specific Expertise. Find the Companies with the Skills Your Project Demands!

You're viewing one of tens of thousands of real cases compiled on Many.dev. Each case demonstrates specific, tangible expertise.

But how do you find the company that possesses the exact skills and experience needed for your project? Forget generic filters!

Our unique AI system allows you to describe your project in your own words and instantly get a list of companies that have already successfully applied that precise expertise in similar projects.

Create a free account to unlock powerful AI-powered search and connect with companies whose expertise directly matches your project's requirements.

AI-Powered Content Authenticity Checker for Educational Institutions

plavno.io

Education

Information technology

Challenges in Maintaining Academic Integrity with AI-Generated Content

Educators face increasing difficulty distinguishing AI-generated student work from human-written content, threatening academic integrity. Existing tools lack granularity in analysis and fail to provide actionable insights for educators evaluating student capabilities.

About the Client

Company specializing in edtech solutions for academic integrity and assessment tools

Key Objectives for AI Content Detection Platform

Develop a multi-model AI detection system with paragraph-level analysis
Create intuitive interface for rapid content evaluation
Implement scalable document management system with historical tracking
Establish role-based access control for institutional users

Core Functionalities and Features

Multi-format document upload (DOC, DOCX, TXT)
AI-generated content probability scoring
Granular paragraph-level probability charts
Document history storage (up to 1000 records)
Admin panel for user/organization management
Interactive onboarding tutorial

Technology Stack Requirements

React

Node.js

TypeScript

Next.js

Docker

Kubernetes

Azure Cloud

Terraform

Dart

System Integration Needs

Learning Management Systems (LMS)
Cloud storage APIs
Authentication providers

Performance and Security Requirements

High-accuracy AI model processing
Real-time analysis capabilities
GDPR-compliant data handling
Horizontal scalability for concurrent users
99.9% system uptime SLA

Expected Business Impact and Value Proposition

Enables educational institutions to maintain academic standards through verifiable content analysis, reduces manual grading effort by 70%, and provides competitive differentiation in edtech market. The solution creates new revenue streams through institutional licensing while improving educator workflow efficiency.