Industrial-strength forensic intelligence
From empathetic intakeJade speaks 40+ languages, 24/7. Trauma-informed AI that increases reporting rates and evidence quality. to court-readyProposed Federal Rule 707 will mandate Daubert-style reliability hearings for all AI-generated evidence. evidence packages.
Five Layers. One Unbroken Chain.
Evidence doesn't fail inside tools. It fails between them. Vipernauts eliminates the between.
Empathetic Intake
The conversation that changes everything
Structuring & Attribution
Turning noise into criminal signatures
Discovery Engine
Follow the money. Map the network.
Synthesis & Fortification
Stress-testing truth before the courtroom does
Legal & Reporting
From evidence to exhibit, in any jurisdiction
Trusted where the stakes are absolute
The Architecture of Certainty
Every design choice serves one outcome: evidence that gets stronger under attack.
Zero Hallucination Policy
A single fabricated claim can collapse an entire case. Our AI cannot produce unsourced assertions. Every output is grounded in verified evidence, independently verified against the original source material before it enters the record.
Evidence Fortification
Defense attorneys probe for the weakest link. We find it first. Every claim is subjected to adversarial challenge, tested against contradictions, and reinforced until cross-examination makes it stronger, not weaker.
Full Provenance
Courts don't just want to know what the data says. They want to know how you got there. Every element carries a complete trail — origin, transformation, and the reasoning behind every analytical decision.
Behavioral Intelligence
Traditional systems follow money. Vipernauts reads how money behaves. Spending cadence, transaction timing, behavioral anomalies — the platform identifies criminal finance by its fingerprint, not its label.
Network Attribution
Individual fraud complaints are symptoms. The disease is organized. Vipernauts connects thousands of scattered incidents to the criminal infrastructure behind them — revealing the enterprise, not just the act.
Interactive Visualizations
Spreadsheets flatten complexity. Financial crime exploits exactly that. Transaction flows, timelines, relationship webs, geographic overlays — purpose-built tools that let investigators see what flat data hides.
Five Fronts. One Architecture.
Fraud doesn't discriminate between institutions. Neither does the platform that fights it.
Integrated LayersIntake → Structuring → Discovery → Synthesis → Legal. No gaps between them.
Languages SupportedIncluding Mandarin, Arabic, Hindi, Spanish, Tagalog. Available 24/7 via Jade.
Blockchain NetworksCross-chain laundering moved $21.8B through DEXs and bridges in 2025 — a 5x increase since 2022.
Hallucination ToleranceEvery AI output verified against source material. No unsourced assertions enter the record.
The Asymmetry Ends Here.
See how a single continuous architecture transforms fragmented investigations into fortified prosecutions.