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Credit Union Fraud Reporting Automation

How First Florida Credit Union Transformed Fraud Analytics

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The Challenge

Manual Fraud Reporting Slowed Decision-Making

Like many mid-sized credit unions, First Florida Credit Union (FFCU) faced growing challenges with fraud reporting and analytics as transaction volume increased.

Their fraud reporting process relied on siloed systems, manual data extraction, and spreadsheet-based reporting, which created several critical issues:

  • Fraud data was fragmented across multiple systems, preventing a holistic, enterprise-wide view.
  • Fraud specialists spent hours manually extracting, re-entering, and validating data for monthly reports.
  • Reports required extensive double- and triple-checking due to their importance for executive leadership and the CEO.
  • Leadership received static, backward-looking reports, limiting the ability to identify fraud trends or root causes proactively.
  • The time-intensive process kept the fraud team in a reactive posture rather than enabling proactive fraud prevention.

As fraud risks evolved, FFCU needed a scalable, automated fraud reporting solution that would improve accuracy, speed, and visibility across the organization.

The Solution

Automated Fraud Reporting with Power BI and a Centralized Data Warehouse

Sound Resources Group partnered with First Florida Credit Union to modernize its fraud reporting using Power BI dashboards and a centralized data warehouse. This approach eliminated manual reporting bottlenecks while creating a reliable, single source of truth for fraud analytics. Key elements of the solution included:

Data Integration

Consolidated fraud related data from multiple source systems into a single, secure data warehouse.

Automated Reporting

Replaced manual spreadsheets with dynamic Power BI dashboards refreshed daily.

Self-Service Analytics

Enabled executives and managers to access real-time fraud insights without relying on emailed reports.

Role Based Security

Implemented secure, role based access controls to ensure appropriate visibility across leadership and operational teams.

The Impact

Faster Insights, Better Decisions, Stronger Fraud Prevention

Increased Efficiency and Time Savings

  • Fraud specialists reclaimed 4+ hours per month previously spent building and validating spreadsheets.
  • Manual data re-entry and redundant accuracy checks were eliminated.
  • Staff capacity shifted toward higher-value analysis instead of report production.

Executive Visibility Into Fraud Data

  • The CEO and leadership team now have on-demand access to real-time fraud dashboards.
  • No more emailed spreadsheets or outdated monthly snapshots.
  • All stakeholders work from the same consistent metrics and definitions.

Proactive Fraud Management

  • Monthly fraud reviews now focus on trend analysis and root-cause identification, not data preparation.
  • Dashboards revealed outdated internal policies, such as ATM deposit limits and internal transfer rules, that unintentionally increased fraud exposure.
  • Policy updates improved fraud prevention while maintaining a positive member experience.

A Stronger Data-Driven Culture

  • Shared dashboards foster collaboration across fraud, risk, operations, and call center teams.
  • Leadership gained confidence in data-driven decision-making.
  • The project became a foundation for FFCU’s broader data and analytics strategy.
First Florida Credit Union

“Automating fraud reporting has been game-changing for us. We went from spending hours on spreadsheets to seeing fraud trends daily. It's saving time, reducing errors, and helping us make smarter decisions faster.”

– Angie Garman Chief Strategy Officer | First Florida Credit Union

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