Beat the Bottleneck: How GL Connect Delivers Up-to-the-Minute Oracle ERP Reporting

Introduction: Why Speed and Scale Matter in Financial Reporting

Finance teams are under pressure to close books faster, deliver accurate numbers, and support real-time decision-making. But achieving that with Oracle ERP data can be challenging, especially during period-end when systems slow down and data is at its most critical.

GL Connect is built to overcome these hurdles. With features like data mart integration, delta refresh, and architecture designed to work independently of Oracle ERP system loads, it allows finance teams to operate at speed without adding pressure on core systems.

What Is a Data Mart and Why It Matters?

A data mart is a performance-optimized layer of pre-structured, pre-aggregated financial data. GL Connect leverages subledger data marts and GL cubes to serve large volumes of Oracle ERP data in a highly efficient format.

By using data marts:

• GL Connect improves report response times
• Query loads are dramatically reduced
• Oracle transactional tables are not burdened
• Even large, multi-ledger or multi-entity reports execute smoothly

How it helps:

• Data is handled efficiently through pre-calculated hierarchies and balances
• It is ideal for reconciliations, trial balances, and period-end reporting
• It runs entirely on GL Connect servers, meaning Oracle’s performance is not impacted

Delta Refresh: Always Synced, Never Slowed Down

GL Connect supports delta refresh, which means only the latest changed data is synchronized from Oracle Cloud ERP. The system does not need to pull the entire data set for every report refresh.

This process:

• Keeps your financial reports in near real-time sync
• Speeds up refresh cycles across the board
• Delivers the most recent data while reducing system overhead

During period-end, when Oracle systems are already under pressure, GL Connect avoids adding strain. Our database syncs with Oracle Cloud daily and delivers fresh data without requiring live ERP queries, which can be delayed or throttled.

Why it matters:

• GL Connect operates on its own architecture and infrastructure
• It does not interfere with Oracle’s system performance or period-close activities
• Report users get fast, reliable access without slowdowns or timeouts

Performance in Numbers

GL Connect is engineered for enterprise-grade scale:

• Processes over 20 million records during period close.
• Drills through more than 834,000 records in under three minutes.
• Fully supports both Oracle EBS and Oracle Fusion Cloud environments

All of this is achieved without querying live Oracle ERP servers, making it ideal during month-end when those systems are under heavy load.

Benefits by User Persona

For CFOs and Finance Executives

• Accelerated close cycles and faster time-to-decision
• Consistent reporting even during high-load periods
• Reliable insights for board and compliance reporting

For Controllers and Accountants

• Drill-down into subledger data in one click
• Reduced time spent reconciling across systems
• Real-time accuracy, even during peak finance activity

For FP&A Teams

• Excel-based interface makes analysis intuitive and responsive
• Confidence in numbers when planning across business units

For IT and ERP Admins

• No performance burden on Oracle ERP during close
• Daily sync with Oracle Cloud minimizes manual effort
• Role-based security is inherited directly from ERP

Real-World Example

A multinational firm running both Oracle EBS and Cloud used GL Connect to manage their monthly close across systems. They previously experienced delays during high-load periods due to server strain. After switching to GL Connect, they:

• Reduced refresh times by 70 percent
• Eliminated end-user timeout issues
• Gained consistent access to fresh data via delta sync and data mart structures

The key to their success was a reporting tool that worked around Oracle performance bottlenecks, not inside them.

Conclusion

GL Connect is purpose-built to help finance teams report faster, deeper, and smarter, especially during high-stakes periods like month-end close. With data marts for performance, delta refresh for timely insights, and a reporting engine that runs independently of Oracle’s production environment, it delivers the scale and speed modern finance demands.