Fraud isn’t random anymore.
It’s learned.
And it often comes from users who know your system too well.
Nyxort helps businesses across industries spot repeat abusers with network-level fraud intelligence — before they cost you again.
Detected similarity across consortium signals — without exposing raw customer data.
Abuse doesn’t repeat inside one system.
It repeats across many.
Traditional tools miss the connection. Nyxort identifies the behavioral patterns of users exploiting your systems repeatedly.
Repeat exploitation
The same actor hits multiple businesses with small, “plausible” incidents.
Identity switching
New email, new number, new account — same patterns underneath.
Threshold gaming
They learn your limits and stay just under enforcement triggers.
Fragmented visibility
Abuse becomes obvious only in aggregate — but you don’t see the network.
Internal tools see “one-off” incidents.
Nyxort sees a pattern.
Fraud evolves across businesses. Nyxort connects anonymized behavior patterns across participating companies so you can recognize repeat abusers early — without trading off customer experience.
- closeCompany A sees “1 incident” → ignores it.
- closeCompany B sees “1 incident” → ignores it.
- checkNyxort sees the repeat pattern across A, B, and C.
Signals are anonymized. Nyxort learns patterns — not identities.
3 seconds to decision
From signal to enforcement — with consortium intelligence in the loop.
Listen
Capture signals across onboarding, rewards, payments, support, and claims.
Evaluate
Compare activity against patterns learned across the network — instantly.
Enforce
Allow, step-up, delay, hold, or block — with context and confidence.
One engine. Many abuse surfaces.
Start with D2C and marketplaces, expand into ecommerce platforms, private lenders, fintech, and any high-trust ecosystem.
From loss to control
Seeing the full picture changes everything.
Incidents looked isolated.
Losses were bleeding margins, but each case looked “reasonable” on its own.
Patterns repeat elsewhere.
Nyxort recognizes behavior patterns from prior cases across the consortium.
Network-wide protection.
Connect footprints across the ecosystem — and enforce with confidence.
Genuine users continue.
Block abuse while keeping friction low for real customers.
Built for high-trust,
high-abuse ecosystems
Operational outcomes
LIVE SIGNALSNote: numbers mentioned here are as per our initial onboarding estimates and are subject to change.
Privacy by design
We analyze behavior patterns, not identities. Nyxort does not store raw PII. Signals are hashed and encrypted before processing.
Patterns are shared. Raw customer data is never exposed.
Ready to stop repeat abuse?
Join the early group shaping the next generation of shared fraud intelligence.