AI Fraud Detection & Identity Verification
Fraud changes faster than rule sets. We deploy and manage machine learning models, identity checks and case workflows that catch more fraud while keeping approval rates and customer experience intact.
Scope
What is included
Stop bad actors at onboarding and in the transaction stream, without turning away good customers.
Transaction risk scoring
Models score payments and account activity in real time, tuned on your own history.
Document and biometric verification
ID document checks, selfie matching and liveness detection through vetted providers.
Device and behavior signals
Device fingerprinting and behavioral patterns that expose account takeover and bots.
KYC and KYB orchestration
Onboarding flows that route applicants to the right checks based on risk.
Case management
Queues, evidence and decision records your fraud team can work from and auditors can follow.
Model governance
Documentation, performance monitoring and bias testing consistent with model risk guidance.
Method
How it works
Three stages, each with a written output, so you always know what has been done and what comes next.
- 01
Measure
We baseline fraud losses, false positives and manual review effort.
- 02
Deploy
Models, identity checks and rules are integrated and run in shadow mode before going live.
- 03
Tune
Thresholds and features are adjusted as fraud patterns and your portfolio change.
Standards and technology
Will this increase false declines?
The goal is the opposite. We run new models in shadow mode first, compare them with your current rules and only go live when they catch more fraud at the same or lower decline rate.
Do you build models or use vendors?
Both. We integrate proven identity and fraud vendors and add custom models where your data gives an advantage. You always know which decision came from where.
How is customer data protected?
Personal and biometric data is encrypted, access is logged and retention follows your policy and applicable privacy law.
Related
Often taken together
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Endpoint & Network Monitoring
Every laptop, server, branch and circuit kept patched, visible and healthy.
08 / 14
Payment Gateway & Embedded Finance
The plumbing behind cards, ACH, real-time payments and banking-as-a-service programs.
09 / 14
Penetration Testing
Find the weaknesses first, then keep finding them as your systems change.