Identity Verification / Fraud Prevention

IdDataweb

Identity Verification / Fraud Prevention

Engagement Summary

Key highlights

  • Engagement summary coming soon — please reach out for details.
The Industry
Identity Verification / Fraud Prevention
The Solution
Hybrid reactive-proactive fraud investigation methodology combining correlation analysis of reported fraud with a 6-layer graph analysis in Neo4j to uncover coordinated fraud networks and policy gaps across the client's identity verification platform.
The Result
From just 2 reported sessions, uncovered a 42-credential fraud network across 1,100+ transactions with an 85-100% success rate. Identified critical policy gaps where fraud signals were being detected but not enforced. Projected 95%+ fraud reduction from recommended fixes.

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What does CustomAI Studio do?
We're an AI-Native transformation partner. We embed Solutions Architects and engineers inside your business to learn how it actually runs, then design and build the custom AI systems that make it run better.
Who do you work with?
Mid-market and enterprise operators serious about going AI-Native — companies that want a partner to help them find, build, and deploy custom AI systems with measurable ROI.
How do you measure ROI?
Every system we ship is tied to a number on your P&L — cost saved, revenue retained, throughput unlocked. We model the ROI before we build, then track it after we ship.
How long does an engagement take?
It depends on scope. A Custom AI Blueprint typically lands in 2–4 weeks. Production systems ship module by module so you see ROI before the full system is complete.
Do you replace my existing tools?
Almost never. We build on top of and around the systems you already run — CRM, ticketing, warehouse, inbox, docs — so AI sits inside your operation rather than alongside it.

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