Ensylon | Product Engineering

Multi-bank Finance Operations Team

Reconciliation Automation Across Banks

The client, a financial services operations group, was responsible for reconciling large volumes of bank transactions daily. Each participating bank used different formats for statements, creating significant variability. Reconciliation required manually extracting, reviewing, and uploading transaction details into Oracle ERP (ORION).

90%

reduction in reconciliation time.

0

manual errors.

100%

automation success rate

Client Details:

About Multi-bank Finance Operations Team

A financial services firm manually reconciled high-volume bank transactions from varied statement formats into Oracle ERP (ORION), causing delays, compliance risks, and team friction due to inefficiencies and human errors in the time-intensive process.

Client

Multi-bank Finance Operations Team

Industry

Financial Service

Country

India

90%

reduction in reconciliation time.

0

manual errors.

100%

automation success rate

Objectives:

  • Automate reconciliation across diverse banking formats
  • Integrate seamlessly with Oracle ERP for consistent uploads
  • Reduce dependency on manual intervention and improve audit trails
  • Accelerate month-end and compliance reporting

Our Approach:

We designed a multi-layer automation system using RPA bots and OCR engines to intelligently extract, validate, and process bank transactions. These bots were connected to Oracle ERP (ORION) and configured to perform four types of reconciliation matches.

The bots not only handled file ingestion and validation but also triggered rule-based error detection, dramatically reducing human involvement and error rates.

Engineering & Integration

  • Use of OCR to extract closing balances and transaction details from PDFs, Excel, Word, etc.
  • Integration with Oracle ERP’s reconciliation modules
  • Implementation of validation rules and match logic across all statement formats
  • Deployment of accelerators via RPA Solution Factory

Client Details:

About Multi-bank Finance Operations Team

A financial services firm manually reconciled high-volume bank transactions from varied statement formats into Oracle ERP (ORION), causing delays, compliance risks, and team friction due to inefficiencies and human errors in the time-intensive process.

Client

Multi-bank Finance Operations Team

Industry

Financial Service

Country

India

Key Results

Metric
Outcome
Reconciliation Time
Reduced by 90%
Error Rate
Virtually eliminated human errors
Compatibility
Handled 25+ different bank formats
Upload Accuracy
100% automation success rate

Key Analytics

  • Cycle Time: Cut reconciliation from 3 days to 5 hours
  • Compliance: Enabled faster financial closes and improved audit-readiness
  • Scalability: Scaled effortlessly as more banks and accounts were onboarded
  • User Training: Minimal—bots fully integrated with existing workflows

Client Satisfaction

"From high-volume chaos to accurate reconciliation in seconds—this was a game changer for our finance ops."
Multi-bank Finance Operations Team
Client
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