Financial Services500+ (Mid-market)Vertical: Financial Services

Real-time fraud detection

Identify fraudulent transactions in real time using ML models combining rules and anomalies.

ROI ★★★★★Complexity ●●●○○6-12 months500+ (Mid-market)

The problem

No reliable steering on real-time fraud detection.

The current process is manual or inconsistent.

Decisions come too late due to weak signals.

Credit/fraud risk is poorly anticipated.

Prerequisites: required data & tools

Required data

  • Transactions
  • profils customers
  • patterns historiques

Compatible tools

  • Featurespace
  • Feedzai
  • SAS
  • custom ML

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What we implement in 6-12 months

In 6-12 months: Identify fraudulent transactions in real time using ML models combining rules and anomalies. with measured impact on fraud loss reduction.

Weeks 1-2

Diagnosis

Weeks 3-6

Build

Week 7+

Delivery

Concrete deliverables

Business framing and decision rules for real-time fraud detection

Operational engine for real-time fraud detection

Steering dashboard with alerts

Action playbook and governance

Expert insight

Direct ROI: 40–70% reduction in fraud losses. Requires real-time processing.

— Datasive, expertise terrain

Tech maturity

High

Mature solutions, fast deployment

Medium

Maturing tech, requires customization

Emerging

Cutting-edge innovation, R&D approach

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