World Bank Group transformed capital markets operations with an agentic lakehouse built on Dremio.
Industry Solutions
The Agentic Lakehouse for Financial Services
Unify fragmented financial data, accelerate AI-driven analytics, and maintain regulatory compliance without complex ETL, data duplication, or vendor lock-in.
Trusted by leading financial institutions
BENEFITS
Built for modern financial data teams
Dremio gives financial institutions the fastest path to trusted AI and analytics, unifying transaction, risk, customer, and regulatory data without duplication, complex ETL, or lock-in.
Fastest Path to Financial AI and Analytics
Unify financial data with embedded business context so analysts and AI agents can deliver accurate fraud, risk, and customer insights without pipelines or manual reconciliation.
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All Your Financial Data, Where It Lives
Access transaction, KYC, market, and regulatory data in place with zero ETL. Eliminate duplication, reduce cost, and meet data residency requirements.
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Governance & Compliance You Can Trust
Enforce fine-grained access controls, full query lineage, and audit-ready metadata across PCI DSS, Basel III, GDPR, SOX, and AML/KYC environments.
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USE CASES
Financial Services Use Cases
Turn siloed transaction, risk, and customer data into trusted insights your fraud, risk, and compliance teams can act on instantly
Federate card transactions, account history, KYC and AML data, and external watchlists into one governed analytical layer. Enable real-time feature lookup for fraud models and give operations teams instant access to investigate patterns without waiting for data pipelines.
Create a single version of risk metrics with full lineage and governed access for Basel III, FRTB, IFRS 9, and Solvency II programs. Deliver daily risk reports faster with less manual effort and audit-ready traceability built in.
Unify customer identity and behavioral data across core banking, cards, CRM, loyalty, and digital channels. Give AI agents and analytics teams governed access to power next-best-action, personalized offers, and real-time servicing decisions.
Provide portfolio managers, quants, and distribution teams with intraday portfolio, performance, and risk views across custodians and systems. Proven with a $75B AUM investment manager delivering self-service analytics with no unplanned outages.
Unify transaction monitoring, watchlist screening, customer due diligence, and audit data into a governed semantic layer. Reduce false positive review time and give compliance teams auditable, query-logged access without manual data extracts.
CUSTOMER STORIES
Fueling AI innovation across industries
1000s of companies across all industries trust Dremio.
Vanguard drives improvements in operational efficiency, user satisfaction, and data processing speed with Dremio
Nomura modernized their data lake delivering unparalleled efficiency with Dremio Unified Lakehouse Platform for Self-Service analytics and AI.
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Financial crime has become a trillion‑dollar problem, and the only sustainable way to fight it is with AI‑driven, real‑time analytics on complete, well‑governed data. Dremio’s Agentic Lakehouse platform is designed to give Financial Services organizations exactly what effective fraud and AML programs need: unified data, governed access, and sub‑second analytics across historical and streaming data. […]
FAQs
Frequently Asked Questions
Get common questions answered about Financial Solutions.
Dremio’s Agentic Lakehouse unifies data across all sources with Zero-ETL Federation and gives AI agents direct, governed access through the AI Semantic Layer, without pipelines or duplication. It is the fastest path to agentic analytics across fraud detection, risk reporting, and customer 360.
The AI Semantic Layer provides fine-grained access controls, column-level security, and complete data lineage, making it straightforward to meet Basel, FRTB, IFRS 9, Solvency II, and PCI DSS requirements without duplicating data. HSBC processes 5M+ trades daily across 10 regulators. Vanguard runs governed analytics across critical finance and compliance domains on AWS.
Yes. Zero-ETL Federation connects directly to existing warehouses, data lakes, and legacy systems without moving data. Most financial institutions reach production within weeks. TD Securities unified data discovery across 75+ systems without replacing existing infrastructure.
Nomura processes 1B+ rows daily for market and credit risk. FactSet reduced query times from 30-50 seconds to under 2 seconds using Autonomous Reflections. Dremio delivers sub-second performance without manual tuning.
Dremio queries data where it lives, eliminating duplication and ETL pipelines that drive up costs. Autonomous Reflections and Automatic Iceberg Clustering optimize performance continuously. Insurance customers report 50% reductions in infrastructure costs.
Yes. Dremio gives financial institutions full control over data residency and jurisdiction across regulatory environments. TransUnion runs Dremio across public clouds and on-premises data centers in 30 countries, managing data on over 1 billion people.
Dremio is built by the co-creators of Apache Polaris and Apache Arrow, and is the only lakehouse built natively on Apache Iceberg. Your data stays in open formats you own, with no proprietary lock-in and no migration risk.
