Detection is the starting point. VN goes further — classifying AI-generated content against known source models and connecting findings to our training data analysis.
Generic AI detectors answer one question: real or fake? That's useful for content moderation, but not enough for IP protection. VN asks what matters: if this is AI-generated, which model likely produced it — and does that model show indicators of training on your IP?
Studios receive thousands of assets from vendors and contractors every week. Any one could be AI-generated, violating contracts and introducing IP risk.
VN integrates into your content pipeline to flag AI-generated assets before they reach production, with detailed provenance reports for every detection.
VN's detection engine powers both our enterprise platform and our consumer apps and sites. The same technology is constantly being refined by our broad reach across the web.
See how VN integrates with your content workflow — from vendor intake to production delivery. Each detection includes documented methodology so your team knows exactly what they're working with.