Blog
Notes from the synthetic-media frontier
Detection research, attack teardowns, and what we're seeing as generation techniques evolve.
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Helping an attorney challenge AI-generated evidence
Scam AI's forensic report and expert affidavit helped an attorney challenge a custody-case photo. She later reported success at a contempt hearing.
Insights
Document fraud detection software: choosing it for lending
Compare document fraud detection software by evidence coverage, reviewable results, pilot design, deployment and cost. A buying guide for lenders and fintechs.
Deepfake detection accuracy: how to interpret the evidence
Learn how to read detector scores, verdicts, localized evidence and abstentions, then route media to approval, step-up checks or human review.
Loan stacking: controls for overlapping applications
Understand loan stacking, credit-report gaps and overlapping applications. Build a lender review that separates verified debt exposure from suspected fraud.
Partners
Deepfake video injection in eKYC: Scam AI and ALCHERA
Deepfake video injection in eKYC: ALCHERA's face checks plus a Scam AI score on each frame of the selfie video, so an injected deepfake is held for review.
Voice deepfake detection for AI voice agents, with KrosAI
Voice deepfake detection for AI voice agents on KrosAI lines: in our demo, a synthetic caller asking for a PIN reset was flagged and a real voice passed.
Deepfake CFO fraud prevention with Halo and a Pokee agent
Deepfake CFO fraud prevention: Halo flags a synthetic face and, in our design, a Pokee agent holds the payment. Firms reported $30M in AI-linked BEC in 2025.
See if an image is AI-generated
Upload one and get a verdict in seconds: likely real, alert or likely AI.