// industry vertical
insurance claims fraud
claim-photo manipulation, staged-loss evidence, ELD/telematics correlation, repair-receipt forgery. cross-cuts image forensics + telemetry.
start here · primary tools
ordered. work top-down. the first tool is the suggested entry point for this vertical.
- ela image tampering detectordrop a JPEG · error level analysis · detect localized re-compression · flag tampered regions · visualize ELA map · runs locally
- copy-move forgery detectordrop an image · block-matching copy-move scan · suspicious region overlay · heuristic clone map · runs locally
- prnu fingerprinterjpeg png sensor noise · residual fingerprint · pearson correlation · heatmap viz · LIKELY DIFFERENT · CSV · runs locally
- document metadata inconsistency finderdrop docx xlsx pptx pdf · core app props vs pdf info · temporal author revision heuristics · tracked changes timeline · runs locally
- metadata consistency checkerdrop a JPEG · PNG · or video · compare EXIF date vs file date vs filename date vs GPS timestamp · flag inconsistencies · dimension mismatches · runs locally
- exif fixerdrop JPEGs with broken or missing EXIF · repair corrupt tags · rebuild missing timestamp from filename · batch redate · download fixed files · runs locally
- document metadata genealogy tracerdrop related documents · trace ancestor versions through metadata · revision counts · author chains · template references · printer fingerprints · reconstruct document family history · runs locally
- case report generatorfill in case number · examiner · dates · findings · drop evidence files for auto hash · generates structured forensic report PDF · runs locally
also useful · secondary tools
cross-cutting tools that surface depending on the specific investigation.
- jpeg recompression estimatordrop a JPEG · analyze quantization tables · estimate original quality · count recompression generations · detect double-compression artifacts · runs locally
- ai generated image provenance analyzerpng tEXt chunk inventory · sd metadata · stripped metadata flag · provenance csv · runs locally
- screenshot origin and platform forensic detectordrop screenshot png or jpeg · identify ios android macos windows · device resolution match · metadata · status bar heuristics · runs locally
- evidence manifest generatordrop evidence files · compute md5 sha1 sha256 · chain of custody manifest · case number · analyst · export pdf and csv · runs locally
want deeper insurance coverage?
this vertical is intentionally sparse — deep-moat coverage grows over time. tracked in the forensics rollout.