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Case Study • AI SaaS

Ovarra

AI-Powered Copyright Protection & DMCA Automation Platform

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Project Overview

Ovarra is an automated copyright protection platform that scans the internet for stolen content, uses AI to classify violations, and auto-files DMCA takedown notices at scale.

The Product Story

In an era where content is stolen, reuploaded, and monetized without permission, creators and companies lose millions. Ovarra was built to solve this at scale.

Ovarra acts as an AI-powered legal assistant + enforcement team + compliance engine.

Key Capabilities

  • Scans the internet using crawling pipelines & media fingerprinting
  • Uses AI to classify content (Image similarity, Text plagiarism, Source ranking)
  • Generates takedown notices with fully automated DMCA workflows
  • Tracks outcomes (Notice delivered, Removed, Ignored)
  • Provides a beautiful admin dashboard for case management

The Challenge

Copyright protection is traditionally slow, manual, expensive, and lawyer-dependent.

  • Automated detection across millions of URLs
  • Legally accurate document generation
  • Self-updating dashboards
  • Integrations with Google, YouTube, Meta, TikTok, X, Reddit

Solution Delivered

Architecture

  • Horizontally scalable Node.js backend
  • Firebase + Firestore + Cloud Functions
  • Queue-based processing for thousands of cases
  • Automated cron-based scans

Key Features

  • AI Detection Engine (GPT-driven classification, Vector similarity)
  • Legal Automation Engine (Takedown templates, Auto-filing)
  • Admin Platform (Full CRUD, Advanced analytics, Multi-role access)

Results & KPIs

✓ 97% automation of previously manual takedown tasks
✓ Detected 100,000+ copyright violations in first months
✓ Reduced legal workload by 85%
✓ Cut enforcement time from days to minutes
✓ Zero duplicate cases due to deduping logic
#AI copyright detection#DMCA automation platform#SaaS takedown tool#content protection software#GPT legal automation

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Lumeor Studio completely transformed how we handle customer data. Their AI solution didn't just automate tasks—it gave us insights we never had before.

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