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Fintech

Behavioral fraud scoring

Catch fraud as it happens — from behavior, not just static rules.

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When you need this

  • Rule-based systems miss novel fraud and generate too many false positives.
  • Fraud losses or chargebacks are rising.
  • Manual review can't scale with transaction volume.
  • You need real-time scoring, not overnight batches.

What you get

We build behavioral fraud-scoring models that detect suspicious activity in real time, complementing your rules with patterns learned from your own data.

  • Real-time fraud risk scores per event or transaction.
  • An explanation for each score.
  • Tunable thresholds to balance fraud capture against friction.
  • Integration with your transaction flow.
  • Dashboards and alerting.

How we do it

1
Discovery

We map fraud types, current rules, and the cost of false positives.

2
Data preparation

We assemble historical fraud and behavioral data.

3
Model

We build and validate models that score risk and explain themselves.

4
Integrate

We deploy real-time scoring into your transaction flow.

5
Calibrate

We tune thresholds with your risk team.

6
Monitor & retrain

We watch for drift and retrain as fraud evolves.

Business outcomes

  • Catch more fraud, including novel patterns.
  • Fewer false positives and less customer friction.
  • Real-time decisions at scale.

Why Intellectual Systems

  • Solutions that integrate with your existing tools and workflows.
  • Multilingual delivery, including Modern Standard Arabic and regional dialects.
  • GDPR-aligned by default, adaptable to your specific compliance needs.
  • Long-term support and iteration after launch.

FAQ

How much data do we need?
We assess your historical transaction and fraud data up front and set realistic expectations.
Is the scoring explainable?
Yes — each score comes with the factors that drove it, which matters for review and compliance.
Will it create too many false positives?
We tune thresholds with your team to balance fraud capture against customer friction.
Can it score in real time?
Yes — it's built for low-latency, per-transaction scoring.
Is data secure?
Yes. We follow GDPR principles by default and keep data within your approved environment.

Related solutions

Alternative-data credit scoring Credit-risk models that combine traditional and alternative data sources. KYC & document automation Extracts and verifies data from IDs and documents to speed up onboarding. Regulatory RAG assistant Instant answers from internal policies and regulatory texts, with citations to the source.
Interested? Let's build this for your business
Tell us what you're looking to achieve and we'll suggest the most effective solution tailored to your timeline and budget.



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Or contact us by email, phone or through social media: