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Fraud Detection – Machine Learning for Duplicate Invoices What is it?

Traditional rule-based systems couldn’t keep up with the complexity of cross-platform invoice duplication. BGIS built a machine learning model that detects patterns—not just rules.

 

Why It Matters

Duplicate payments are costly and hard to catch. Manual reviews consumed hours daily and lacked precision.

 

How We Solved It:

Using AWS, we trained a model to identify duplicates across systems and flag root causes like mismatched POs or system errors.

 

Who benefits:

Finance teams gain strategic bandwidth. Clients avoid overpayments. Our operations become smarter and more secure.

 

Inspired Results:

95% accuracy in detection

Manual review time dropped from 7.5 hours/day to 30 minutes

 

This is how BGIS turns technical insight into intelligent automation.