Methods

Independent signals, one cautious report.

Each family answers a different forensic question. The product preserves disagreement, reports missing coverage, and turns technical output into a next action.

01

AI models

Whole-image, regional patch, and residual-statistics detectors.

02

Pixel forensics

Noise, FFT, DCT, ELA, copy-move, seams, entropy, and recapture clues.

03

Document logic

Localization, rectification, two OCR engines, MRZ, barcode, and geometry.

04

Face checks

Face roles, presenter-to-document comparison, and passive presentation clues.

05

Provenance

Offline C2PA validation with explicit trust states, metadata, native container parsing, and file integrity.

06

Audio & voice

Container validation, waveform continuity, spectrograms, AudioSeal watermark localization, and AASIST speech anti-spoof research evidence.

07

Optional local watermark research

Checkpoint-gated VideoSeal/PixelSeal-compatible detection runs only with an operator-supplied local model; it is not a SynthID detector.

08

Forgery localization

PhotoHolmes methods and learned visual heatmaps with conservative interpretation.

No automated detector can prove authenticity. AI Screener combines independent signals, shows the evidence, and leaves the decision with a human.

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