Financial Services Data Platform | Banking Analytics & Compliance | Dremio

Accelerate Banking Analytics While Maintaining Compliance

The Intelligent Lakehouse Platform trusted by JPMorgan, Vanguard, and Nomura to unify financial data, accelerate insights by 10x, and ensure regulatory compliance at scale.

Transform your financial services data infrastructure with Dremio's Apache Arrow-powered engine that delivers sub-second query performance while keeping your sensitive data secure and sovereign.

Financial Services Analytics Dashboard

Trusted by Leading Financial Institutions

Vanguard
JPMorgan
Nomura
TransUnion
FactSet

Financial Services Data Challenges

Banks and financial institutions face unprecedented data complexity while navigating strict regulatory requirements.

Data Silos & Fragmentation

Multiple incompatible systems across business units create inconsistent reporting and delayed insights. Teams struggle with conflicting versions of truth across siloed trading, risk, and compliance systems.

  • Manual reconciliation processes
  • Delayed regulatory reporting
  • Increased operational risk

Regulatory Compliance

Meeting GDPR, Basel III, PCI DSS, and MiFID II requirements demands complete control over data residency and access. Robust governance capabilities are essential for audit trails and privacy regulations.

  • Cross-border data restrictions
  • Real-time audit requirements
  • Data sovereignty mandates

Performance at Scale

Real-time fraud detection, risk calculations, and trading analytics demand unprecedented performance. Traditional systems can't handle modern data volumes and velocity.

  • Sub-second response times
  • Petabyte-scale datasets
  • Thousands of concurrent users

The Dremio Advantage for Financial Services

Purpose-built for banking and financial services, delivering complete control, unmatched performance, and unified access.

Complete Data Sovereignty & Control

Maintain absolute control over your financial data across all jurisdictions.

  • Centralized Governance: Unified semantic layer with fine-grained access controls and data masking
  • Complete Audit Trails: Every query, access, and modification tracked for regulatory compliance
  • Multi-Region Support: Data remains in required jurisdictions while enabling global analytics
  • Regulatory Compliance: Built-in support for GDPR, PCI DSS, Basel III, and MiFID II requirements
Download Compliance Guide →
Data Governance Architecture

Industry's Fastest SQL Engine

Built on Apache Arrow, Dremio delivers the performance financial services demands.

  • 10x Faster Queries: Intelligent reflections accelerate queries automatically
  • Columnar Processing: Apache Arrow enables lightning-fast analytics on billions of transactions
  • Intelligent Caching: Predictive caching reduces latency to sub-second for trading analytics
  • Massive Scale: Handle petabytes of historical trade data with consistent performance
View Benchmarks →
Performance Dashboard

Unified Analytics Across All Systems

Connect cloud, on-premises, and legacy systems without moving data.

  • Universal Connectivity: Native connectors to trading systems, risk platforms, and core banking
  • Real-Time Federation: Query data where it lives without complex ETL pipelines
  • Legacy Integration: Seamlessly connect mainframes with modern cloud analytics
  • Self-Service Access: Enable analysts to explore data without IT bottlenecks
Learn About Hybrid Architecture →
Hybrid Architecture

Financial Services Use Cases

Power critical banking and trading workloads with Dremio's Intelligent Lakehouse Platform.

Risk Analytics

Real-time risk assessment across trading, credit, and market positions with sub-second latency. Calculate VaR, stress testing, and exposure analytics instantly.

Fraud Detection

Identify suspicious patterns across billions of transactions using advanced ML models. Reduce false positives by 40% with unified customer data.

Regulatory Reporting

Automated compliance reporting with complete audit trails and lineage. Generate Basel III, CCAR, and MiFID II reports in minutes.

Customer 360

Unified customer insights across all touchpoints for personalized banking. Increase cross-sell by 25% with complete customer views.

Trading Analytics

High-frequency trading analysis with microsecond precision. Analyze order flow, market microstructure, and execution quality.

AI/ML Initiatives

Power predictive models with unified feature stores. Deploy credit scoring, churn prediction, and portfolio optimization models.

Payment Processing

Real-time payment analytics and settlement reconciliation. Process millions of transactions with instant visibility.

ESG Analytics

Environmental, social, and governance reporting and analysis. Meet sustainability reporting requirements with unified data.

Financial Services Success Stories

See how leading banks and financial institutions transform their data infrastructure with Dremio.

Nomura

"Dremio modernized our global trading data infrastructure, delivering 10x faster queries and enabling massive workload scaling across all business units."

— Head of Data Architecture, Nomura

10x
Faster Queries
75%
Cost Reduction
90%
Less ETL
TransUnion

"We unified secure analytics for 1 billion consumers across 30 countries with Dremio's platform, maintaining complete data sovereignty."

— Chief Data Officer, TransUnion

1B
Records
30
Countries
99.9%
Uptime
FactSet

"Dremio accelerated our financial data access by 20x, enabling better investment decisions for clients worldwide."

— VP of Engineering, FactSet

20x
Acceleration
500+
Data Sources
24/7
Availability

Enterprise-Grade Architecture for Banking

Built for the most demanding financial services requirements.

Multi-Cloud & Hybrid Support

Deploy across AWS, Azure, GCP, or on-premises with consistent architecture. Maintain data sovereignty while enabling global analytics.

Enterprise Security

End-to-end encryption, RBAC, and SSO integration with existing identity providers. Meet the strictest banking security requirements.

Data Lineage & Cataloging

Complete visibility into data flow with automated documentation. Track data from source to report for regulatory compliance.

Open Standards

Built on Apache Iceberg and Arrow for no vendor lock-in. Future-proof your data infrastructure with open formats.

High Availability

99.99% uptime SLA with automatic failover and disaster recovery. Meet trading floor requirements for continuous availability.

Cost Optimization

Reduce infrastructure costs by 50-80% with intelligent resource management. Pay only for what you use with elastic scaling.

Seamless Integration with Your Financial Stack

Connect all your banking systems, trading platforms, and analytics tools.

Trading Systems
  • Bloomberg Terminal
  • Reuters Eikon
  • FIX Protocol
  • Order Management Systems
Risk Platforms
  • Murex
  • Calypso
  • Summit
  • Numerix
Core Banking
  • Temenos
  • FIS
  • Finastra
  • Oracle FLEXCUBE
Analytics Tools
  • Tableau
  • Power BI
  • Qlik Sense
  • Python/R

Financial Services Resources

Guides, whitepapers, and best practices for banking data transformation.

Whitepaper
The Definitive Guide to Lakehouse Architecture for Financial Services

Learn how leading banks modernize their data infrastructure with lakehouse architecture while maintaining compliance.

Download Now →
Webinar
Real-Time Risk Analytics at Scale

Technical deep dive on building real-time risk analytics systems that scale to billions of transactions.

Watch Recording →
Solution Guide
Regulatory Compliance with Dremio

Complete guide to meeting GDPR, Basel III, and other regulatory requirements with Dremio's governance features.

Get the Guide →

Calculate Your ROI

See how much you can save by modernizing your financial data infrastructure with Dremio.

75%

Average Cost Reduction

10x

Query Performance Improvement

90%

Reduction in ETL Complexity


Based on actual customer results across global financial institutions.

Calculate Your Savings

Ready to Transform Your Financial Data Infrastructure?

Join leading banks and financial institutions using Dremio to power their data-driven transformation.

Or call us at 1-844-DREMIO1

Frequently Asked Questions

Dremio provides comprehensive governance features including fine-grained access controls, complete audit trails, data lineage tracking, and support for data sovereignty requirements. Our platform is compliant with GDPR, PCI DSS, Basel III, and other major financial regulations. Learn more about our security and governance features.

Yes, Dremio provides native connectors to all major banking and trading systems including core banking platforms, risk management systems, trading platforms, and data warehouses. Our extensive connector library ensures seamless integration with your existing infrastructure.

Our financial services customers typically see 10-20x query performance improvements, with some queries running 100x faster. This is achieved through our Apache Arrow-based engine, intelligent reflections, and predictive caching. See real customer results.

Dremio allows you to maintain complete control over where your data resides. Data can remain in specific geographic regions to meet regulatory requirements while still enabling global analytics through our federated query capabilities. Our multi-region deployment options ensure compliance with data residency laws.

Most banks see initial value within 2-4 weeks, with full production deployments typically completed in 2-3 months. Our phased implementation approach allows you to start with specific use cases and expand gradually. Contact our team for a customized implementation plan.
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