Dismantle the Enterprise, Not Just the Case
880,000 fraud complaints filed in a single year. Most die in the gap between intake and prosecution. Vipernauts closes that gap — connecting scattered reports to coordinated criminal operations, tracing funds across financial systems automatically, and producing evidence packages that hold up under the toughest cross-examination. Because cases built on workarounds don't survive the courtroom.
Pain Points We Solve
Fragmented Tooling
Blockchain traces in one tool, bank records in another, communications in a third. An estimated 90% of illicit financial transactions evade detection — not because they're invisible, but because evidence is scattered across systems that don't communicate.
Cross-Border Complexity
Industrialized fraud operates across borders by design. Mutual legal assistance requests take weeks or months. More than half of all criminal investigations now require cross-border electronic evidence — and legal frameworks haven't kept pace with how fast funds move.
Volume Overwhelm
The IC3 received over 880,000 complaints in 2024. Without intelligent triage, high-value syndicate cases get buried under an avalanche of individual reports — each one important, none of them actionable in isolation.
Evidentiary Fragility
Cases built over months collapse when defense counsel exposes a chain-of-custody gap, an uncorroborated AI inference, or an unauthenticated digital artifact. Nearly 38% of investigators report losing evidence before it can be preserved. The bar for court-ready digital evidence has never been higher.
Platform Capabilities
Syndicate-Level Attribution
Individual complaints are symptoms. The disease is organized. Connect thousands of scattered fraud reports to common criminal groups through behavioral fingerprinting, entity resolution, and network mapping that reveals the enterprise behind the act.
Cross-Chain Fund Tracing
Cross-chain laundering moved $21.8 billion in 2025 alone. Follow money across cryptocurrencies, bank accounts, payment processors, and informal transfer systems simultaneously — without the manual stitching that introduces delay and error.
Fortified Evidence Packages
A broken chain of custody means dismissed cases and guilty parties walking free. Produce court-ready exhibits stress-tested against counter-arguments, with immutable provenance from intake through final exhibit production.
Cross-Border Cooperation
More than half of criminal investigations require cross-border evidence. Generate jurisdiction-specific cooperation requests with pre-populated legal references — reducing coordination from months to days.
Key Capabilities
Real-Time Transaction Monitoring
Watchlists and configurable alert thresholds flag suspicious transactions as they happen. No more discovering fraud weeks after funds have moved through three jurisdictions.
Multi-Agency Collaboration
Cross-border fraud requires cross-border investigation. Secure workspace where multiple agencies investigate simultaneously with role-based access, full audit logging, and jurisdiction-aware permissions.
Interactive Forensic Visualizations
Spreadsheets flatten what criminals exploit in three dimensions. Transaction flows, relationship webs, timelines, and geographic overlays let investigators see the full architecture of criminal operations.
Automated Report Generation
Criminal referrals, intelligence reports, and prosecution briefs generated in minutes and formatted to your jurisdiction's requirements — not compiled manually over days from disconnected systems.
Dark Web Intelligence
Continuous monitoring of dark web marketplaces and forums for threat actor activity, stolen data exposure, and operational chatter that provides early warning of emerging schemes.
Expert Witness Support
Annotated evidence timelines and methodology documentation built to survive the scrutiny of a Daubert hearing — supporting expert testimony with complete analytical transparency.