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.

Trusted by Leading Financial Institutions
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
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
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
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.
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.
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 →Real-Time Risk Analytics at Scale
Technical deep dive on building real-time risk analytics systems that scale to billions of transactions.
Watch Recording →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.
Average Cost Reduction
Query Performance Improvement
Reduction in ETL Complexity
Based on actual customer results across global financial institutions.
Calculate Your Savings