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Visual Integrity Workbench

Image Forensics

Pressure-test screenshots, synthetic media, and edited imagery before they enter your newsroom, policy memo, or investor update.

ai artifact detection metadata mismatch checks reverse-source triage manipulation signal scoring
Description-first mode

Compose Investigation Brief

URL ingestion is disabled for this panel to prevent malformed request bodies.
NoticePaste a short description only. If links are included, they are stripped before analysis.

Claim

State exactly what viewers are expected to believe from the image.

Anomaly

Call out specific visual issues such as shadows, text rendering, or cloned regions.

Impact

Include editorial, legal, or trust risk if this image is published without checks.

Ready

Tip: strongest briefs combine the claim language, observable anomaly evidence, and publication pressure.

Forensic Decision Output

Confidence, anomaly map, and action path for editors
0
High confidence

Run analysis to produce a forensic summary.

mode: pending
Detected indicators
No run yet

Use this panel to generate publication-ready rationale with traceable manipulation indicators.