Use Cases

Who uses ClipForensics

From newsrooms to courtrooms, fact-checkers to OSINT teams. Verification workflows for people who can’t afford to publish, cite, or act on a fake.

Journalists & newsrooms

Verify viral footage before publishing. Don’t amplify misinformation — investigate it.

  • Faster verification on breaking news clips
  • Forensic evidence pack for editorial sign-off
  • Citable methodology when readers ask "how do you know?"

Fact-checkers

Move beyond reverse image search. Detect AI-generated and manipulated content at scale.

  • 15-module evidence trail for every verdict
  • Per-segment timeline shows where the manipulation lives
  • Calibrated confidence — we say "INCONCLUSIVE" when the signal is mixed

Legal evidence & courts

Forensic documentation for courtroom-grade authenticity assessments of video exhibits.

  • Chain-of-custody compatible JSON reports
  • Methodology page for expert-witness disclosure
  • Detection limitations documented — we never overclaim

OSINT researchers

Open-source intelligence workflows for verifying video sources in conflict, fraud, and disinformation investigations.

  • Cross-platform URL ingestion (Telegram, X, TikTok, mirrors)
  • Compression-history reconstruction for re-uploads
  • API access for pipeline integration

Corporate compliance & brand protection

Protect executives, brands, and IP against synthetic media impersonation and AI-generated misinformation.

  • CEO / spokesperson voice & face fraud detection
  • Brand asset misuse monitoring
  • Insurance, KYC, and customer-claim video verification

Not sure which path fits your team?

Book a 20-minute walkthrough. We’ll show you the workflow for your specific use case and answer the honest ‘what does it miss’ questions.