StaticFuzz
Catch fabricated location evidence in 12 milliseconds
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Nils Lilja

StaticFuzz - Catch fabricated location evidence in 12 milliseconds

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StaticFuzz runs Haversine velocity analysis across any location CSV and flags physically impossible signal transitions. One command. ISO 27037 court-admissible PDF output, SHA-256 sealed, fully offline. Built for insurance SIU teams and forensic investigators. The Webb v. Hargrove case: 847 records, 6,847 km/h flagged, $240k claim denied in 10 days.

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Nils Lilja
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Hey Product Hunt 👋 Built this after realizing nobody in insurance fraud investigation is actually running physics checks on location data. Investigators look at CSVs with their eyes. and fraudsters know that. StaticFuzz reads any location file, runs Haversine velocity analysis across every transition, and flags anything physically impossible. A device can't be in Boston and Manhattan 178 seconds apart. That's 6,847 km/h. We catch it in 12 milliseconds and print a court-ready ISO 27037 exhibit sealed with SHA-256. Real case: Webb v. Hargrove. 847 records. $240k personal injury claim. One impossible transition. Claim withdrawn in 10 days. No court appearance. Fully offline. No cloud. No subscription. €1,250 perpetual license. Happy to answer anything. this is a solo build and I'm genuinely curious if this resonates with people outside the insurance world too.