Databricks for Financial Services
Reduce costs, lower risk and unlock growth with AI on your data
Your data, your AI, your future
Turn AI pilots into production by running agents, apps and analytics on unified financial data across credit, fraud, trading, treasury, compliance and customer experience.
Personalize every banking experience
Enable hyper-personalization
Unify customer, product, transaction and risk data to deliver omnichannel targeted offers, next-best actions and real-time engagement.
See how HSBC scales personalization
Grow deposits and card spend with AI
Target the right customers for deposits, lending and cards at the right times to lift conversion, cut acquisition costs and deepen wallet share.
Explore card analytics accelerator
Engage clients better with AI
Use Genie to give frontline teams AI agents to improve outreach quality and client response without adding headcount.
Accelerate smarter lending and risk decisions
Underwrite and lend faster with AI
Use AI in risk management grounded in unified customer, bureau, income and behavioral data — all explainable for regulators.
Vantage Bank Texas uses AI in lending on Databricks
Prevent financial crime in real time
Combine entity resolution, graph analytics and AI fraud detection to deploy agent fleets that automate investigations, recommend actions and reduce false positives.
Explore the Executive Guide to Financial Crime Defense
Finance and risk modernization on a single source of truth
Ensure governed access to trusted data, models and explainable AI to speed up stress tests, liquidity models and regulatory reports.
Modernize always-on banking and payments
Improve transaction intelligence with Lakeflow and Lakebase
Power real-time payments analytics, AI fraud detection, dispute management, rewards and authorization optimization on a unified platform.
Watch Mastercard's payments fraud detection
Innovate core banking products faster
Modernize core and cards data foundations — enabling faster product innovation, better pricing and lower cost-to-serve.
Read about Lakehouse for Financial Services
Automate partner data flows and onboarding with Delta Sharing and APIs
Integrate fintechs, payment networks and open banking partners faster — without brittle, copy-heavy pipelines.
Stand out with AI built on your data
From global banks and market operators to leading insurers, Databricks customers are proving that the best AI in financial services runs on their own data — not someone else’s black box.Featured products
Unify data, analytics and AI to accelerate real-time payments, smarter risk decisions and personalized financial experiences.
Lakebase
Power real-time banking, trading and insurance work with serverless Postgres built on your lakehouse.
Genie
Let bankers, traders, underwriters and risk managers get governed, auditable answers.
Agent Bricks
AI agents that follow your policies and automate workflows in the front, middle and back office.
Financial Services partner ecosystem
Combine Databricks with leading cloud, GSI and ISV partners to accelerate AI in banking, capital markets and insurance — from risk and compliance to fraud, personalization and data monetization.
Resources
Whitepaper
Technical Documentation
EBOOK
Executive Guide to Financial Crime Defense
How leading banks modernize investigations, fraud detection and AML
FAQ
Databricks unifies financial services data analytics, data engineering and AI on one open platform so banks, capital markets firms and insurers can safely deploy AI in finance. With Lakebase for real-time operational data, Genie for natural language analytics and Agent Bricks for domain-specific agents, teams can build apps and agents that use their own data — not a third party’s — for use cases like personalization, AI fraud detection, risk, compliance AI and AI in wealth management.
Customers use Databricks for AI in banking use cases such as hyperpersonalization, entity resolution, AI fraud detection, explainable AI in finance, credit risk and real-time data processing for payments. In capital markets, Databricks powers AI in investment banking, research, trading analytics, portfolio and risk management and surveillance. Insurers rely on Databricks for AI in insurance underwriting, pricing, claims triage, fraud detection, document intelligence and AI applications in finance for back-office automation.
Databricks provides unified governance with Unity Catalog so data, models and AI agents are cataloged, permissioned and fully auditable. Financial institutions can track lineage from source data to model outputs, enforce fine-grained access controls and apply standardized evaluation and monitoring, enabling explainable AI in finance and compliance AI that supports model risk governance, regulatory reviews and internal audit requirements.