The Agentic Lakehouse
for Financial Services
From the Co-Creators of Apache Polaris and Apache Arrow
Dremio delivers the only agentic lakehouse that unifies your hybrid data estate for AI agents. Complete control across on-premises, hybrid and multi-cloud deployments with lightning-fast performance.
Trusted by Leading Financial Institutions
The Financial Services Data Challenge
Legacy architectures cannot keep pace with AI demands and regulatory requirements
Data Silos Block AI Innovation
Fragmented data across on-premises and cloud environments creates blind spots for AI agents and prevents unified analytics.
- Multiple disconnected data warehouses prevent holistic analysis
- Inability to query across hybrid environments limits AI capabilities
- Complex ETL pipelines slow down AI and analytics initiatives
- Data governance gaps create compliance and security risks
Compliance Demands Complete Control
Regulatory requirements mandate data sovereignty, fine-grained access control, and comprehensive audit trails.
- Data residency regulations vary by region and jurisdiction
- Audit trails must track every data access and transformation
- Third-party cloud solutions create security vulnerabilities
- Manual compliance processes fail to scale with data growth
Performance Bottlenecks Limit Scale
Query latency and resource contention prevent real-time AI decision-making at the scale financial services demands.
- Query times measured in seconds or minutes instead of milliseconds
- Resource contention during peak trading and analysis periods
- Manual tuning and optimization requires constant intervention
- Infrastructure costs escalate as data volumes grow
The Dremio Intelligent Lakehouse Platform
Purpose-built for AI agents with complete control, autonomous performance, and hybrid data unification
How Dremio Solves Financial Services Challenges
Three pillars that set Dremio apart for financial institutions
Built for AI Agents
- Hybrid federation unifies data without ETL across cloud and on-premises
- Semantic layer provides business context for AI agent reasoning
- Semantic search helps AI agents discover the right data
- Apache Arrow enables zero-copy data access for maximum performance
- Standard SQL interface compatible with all AI tools and frameworks
Complete Control Everywhere
- Deploy on-premises, hybrid cloud, or multi-cloud to meet sovereignty requirements
- Apache Iceberg provides open table format with full data ownership
- Apache Polaris delivers unified metadata control across environments
- Fine-grained access controls at row and column level ensure security
- No vendor lock-in with open standards and portable data
Autonomous Performance
- Self-optimizing query engine eliminates manual tuning
- Sub-second query performance at petabyte scale
- Zero configuration required for optimal performance
- Automatic workload management adapts to demand
- Intelligent caching and reflection optimization reduces costs
Trusted by Financial Leaders
See how global financial institutions are transforming their data infrastructure with Dremio
Nomura: Modernizing Data Infrastructure
Global investment bank modernized their on-premises data lake with Dremio Unified Lakehouse Platform and Apache Iceberg, enabling massive workload scaling.
Nomura modernized their on-premises data lake with Dremio, adopting Apache Iceberg to simplify their data pipeline and improve data management for unparalleled efficiency.
TD Securities: Building a Data Fabric
TD Securities revolutionized data management by leveraging Dremio to build a unified data fabric for governed data access.
TD Securities revolutionized data management leveraging Dremio to build out a data fabric, streamlining data discovery and providing a single access layer for diverse users.
Québec Blue Cross: Streamlined Data Products
Insurance provider streamlined data product delivery and cut infrastructure costs by 50% with full CI/CD leveraging Dremio with dbt.
Québec Blue Cross streamlined data product delivery process and cut down infrastructure costs by 50% with full CI/CD by leveraging Dremio with dbt.
TransUnion: Global Unified Analytics
Credit reporting giant built a global unified analytics platform on Dremio lakehouse, improving credit data access for millions.
TransUnion built a global unified analytics platform that improved credit data access for tens of millions of people, serving analytics at scale across regions.
