Data Architecture ยท Financial Services

Modernizing a Mainframe Processing 40 Million Loan Transactions Monthly

Replacing end-of-life mainframe technology with a cloud-native data architecture serving 145 financial institutions and sub-second application response times.

Key Outcomes
40M
Monthly Transactions
145
Institutions
Sub-sec
Response Times

The Central Repository for Small Business Lending Intelligence

This leading financial services trade association represents 145 major financial institutions in small business lending. The organization operates a central repository for aggregating loan performance data โ€” critical infrastructure for the risk management products underpinning billions of dollars in lending decisions.

A Mainframe at End of Life, Unable to Scale

  • An outdated legacy mainframe system nearing end of life and unable to meet increasing transaction volumes and member demands
  • The legacy system struggled to support over 40 million monthly transactions from 186 data pipelines across 145 financial institutions
  • The system lacked scalability, security, and required a complete overhaul to meet modern compliance and performance demands

Cloud-Native Architecture Built on First Principles

  • Modern Data Architecture on AWS โ€” Nexus Cognitive partnered with Cloudera to design and build a scalable platform on Cloudera Data Platform (CDP)
  • First-Principles Design โ€” Open-source technologies including NiFi, Iceberg, Airflow, Spark, Kubernetes, and Ranger composed into a purpose-built solution
  • Collaborative Delivery โ€” Deep collaboration between Nexus and association stakeholders at every stage ensured operational continuity throughout migration

Complete Transformation โ€” Every Member Contributing from Day One

40M+
Monthly transactions processed on new cloud architecture
Sub-sec
Web application response times โ€” dramatically faster than legacy
70%
Of monthly data processed within the first 10 days of each cycle
145
All member institutions contributing data to the new system
Sector
Financial Services
Domain
Data Engineering
Solutions Used
NexusOneAWSCloudera CDP
Capabilities
Cloud MigrationData ArchitectureOpen SourceScalabilityData Pipelines

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