MXFraudAnalysis

Welcome to MXFraudAnalysis

Advanced Fraud & Anomaly Detection Inside Excel

MXFraudAnalysis transforms Excel into a full fraud analytics platform.

Built for analysts, auditors, investigators, and data‑driven teams, it delivers enterprise‑grade anomaly detection, data drift monitoring, model stability tracking, and automated reporting all without leaving Excel.

What MXFraudAnalysis Does

• Detects unusual transactions and behavioural outliers
• Monitors data drift and structural changes over time
• Tracks model stability and feature importance shifts
• Evaluates data quality and dataset health
• Profiles distributions, skewness, and statistical shape
• Generates dashboards and PDF reports automatically
• Benchmarks performance across dataset sizes

Why It Matters

Fraud patterns evolve. Data changes. Models degrade.MXFraudAnalysis gives you the visibility to stay ahead:

• Spot anomalies early
• Identify suspicious clusters
• Detect shifts in customer or transaction behaviour
• Ensure your models remain stable and trustworthy
• Validate data pipelines and data quality

Feature Highlights

• Multi‑method anomaly detection
• Cluster‑based outlier identification
• Z‑score and anomaly scoring
• Data drift monitoring
• Model stability tracking
• Data quality scoring
• Distribution profiling
• Automated dashboards
• One‑click PDF reporting
• Performance benchmarking

Product Benefits

• Enterprise‑grade analytics inside Excel
• Zero installation — works anywhere Excel runs
• Fast — optimized for large datasets
• Modular — easy to extend
• Transparent — all calculations visible
• Auditable — full run history
• Actionable — dashboards highlight issues instantly
• Professional — PDF reporting included