From Hype to Reality - Fighting Fraud with Graph Analytics

• Ivan Skula
• 14.8.2025

Fraud is connected and contextual. Graph analytics adds layer of context to boost detection, triage, and uncover what rules and ML on their own can’t.

From Hype to Reality - Fighting Fraud with Composite AI

• Ivan Skula
• 25.7.2025

Composite AI fights fraud smarter by combining ML, rules, graphs & behavior analytics. Real cases show why silos lose & synergy wins.

From Hype to Reality - Fighting Fraud with Synthetic Data

• Ivan Skula
• 20.5.2025

Outsmart fraud with synthetic data: generate on-demand fake scenarios to train, test, and stress-test your rules and models - privacy-safe, scalable, and bias-free.

Confusion matrix and the False-Positive Ratio mantra

• Ivan Skula
• 18.4.2023

What is confusion matrix? How do we calculate the most common KPIs? Which of the KPIs are the most relevant and which can be misleading?