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MongoDB for Financial Services

Move from legacy constraints to a unified data platform that's secure, AI-ready, and built to accelerate your release velocity.

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Your modernization blueprint

Overcome complex, brittle legacy constraints. MongoDB provides the flexible data foundation required for banking, payments, lending, and capital markets.

Future-proof banking with agentic AI and open finance

Learn the playbook for modernizing core systems, slashing mainframe costs, and building an AI-ready data foundation for the next stage of open finance.

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The blueprint for always-on financial architecture

Get the blueprint for building a future-proof enterprise architecture. Discover how MongoDB enables 24/7 real-time processing, robust disaster recovery, and simplifies compliance with global regulations like PCI-DSS and GDPR through built-in security features.

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AI-ready for real-time insight

Seamlessly integrate with AI and machine learning frameworks for advanced personalization, predictive analytics, and instant fraud detection. MongoDB’s vector search capabilities and flexible schema accelerate the intelligent, real-time experiences your customers expect.

See AI use cases
Illustration of a multi-cloud, multi-region application data platform

Applications and use cases for finance

Modern finance runs on MongoDB. Explore our core application blueprints for payments, fraud, capital markets, and more. Future-proof your mission-critical systems.
Core banking

Modernize banking systems

Migrate to microservices

Transition legacy monolithic systems to modern microservices. Implement an operational data layer for agile, scalable, and cost-effective cloud-native architectures.

Explore core banking
Payments

Process payments at global scale

Real-time, concurrent transactions

Support millions of concurrent transactions with horizontal scalability. Adapt rapidly to new payment schemes and rails with ultra-low latency processing and global geo-distribution.

Explore payments
Capital markets

Accelerate trading and risk analytics

High-throughput workloads

Handle high-throughput workloads for high-frequency trading and portfolio management. Enable real-time analytics with strict ACID compliance guarantees for data integrity.

Explore capital markets
Financial Crime Prevention

Prevent financial crime in real time

AI-powered detection and response

Proactively combat sophisticated fraud schemes. Use native vector search, real-time data processing, and unified customer data to detect anomalies and respond instantly before losses occur.

Explore financial crime prevention
Digital lending

Faster decisions, personalized offers

End-to-end customer journey data

Break down data silos for a single, comprehensive view of the customer. Streamline underwriting, reduce time-to-decision, and deliver highly personalized lending products at scale.

Explore lending and leasing
Open banking

Embracing open finance innovation with MongoDB

The next stage of open banking

MongoDB empowers open finance with a unified data platform, enabling real-time analytics, scalability, and enhanced customer experiences.

Explore open banking

MongoDB Atlas Architecture Center

Discover innovative and secure architecture solutions with proven, ready-made blueprints built from years of experience by our industry solution experts.
View Atlas Architecture Center

Document intelligence with agentic AI and MongoDB

Leverage document intelligence and agentic AI to unlock insights from structured, semi-structured, and unstructured data across diverse sources.

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The AI Solution for Financial Document Intelligence
Technical_MDB_Vectors

Agentic AI-powered investment portfolio management

Build a smart investment portfolio with effective risk management using agentic AI, MongoDB Atlas, Vector Search, and Charts.

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atlas_graphql

Financial Crime Mitigation with MongoDB Atlas

Build a unified financial crime platform with real-time fraud detection, intelligent entity resolution, and AML compliance using MongoDB Atlas.

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industry_ai

Agentic AI-Powered Payments Orchestration

Modernize payments with Agentic AI, a JSON-based canonical model, and MongoDB Atlas to bridge ISO 20022, ISO 8583, and Stablecoins.

View solution

Insights and innovation in modern finance

Explore how a flexible data foundation enables institutions to adapt to shifting market demands and build the future of financial services.

The modern end-to-end digital lending journey

Unify origination, decisioning, and funding into one intelligent workflow. See how agentic AI and MongoDB transform the end-to-end loan journey.

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Embracing open finance innovation

Innovate faster in the open finance era. Learn how to overcome integration and security challenges to build a more inclusive financial ecosystem.

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Unlocking agentic power to modernize global payment systems

From fragmented messaging to global clarity. Explore how to build a resilient data backbone for AI-driven, high-velocity international payments.

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Hear from our customers

View all case studies
60%reduction in scaling time
3.25Xreduction in cluster deployment time
CRYPTOCURRENCY/BLOCKCHAIN
“We’ve brought scaling times down from upward of 70 minutes to 25 minutes—less than half the time it used to take.”
Sean Hurley
Staff Software Engineer, Coinbase
Read Story
60%reduction in scaling time
3.25Xreduction in cluster deployment time
CRYPTOCURRENCY/BLOCKCHAIN
“We’ve brought scaling times down from upward of 70 minutes to 25 minutes—less than half the time it used to take.”
Sean Hurley
Staff Software Engineer, Coinbase
Read Story
20TBof data processed per day
80+microservices supported
NEXT-GENERATION CARD PAYMENTS
“MongoDB handles more than 20 terabytes of data per day and supports over 80 microservices. We’re currently using the ODS to run our rewards and loyalty programs.”
Nadeem Kayani
EVP/CIO of Consumer Lending, Wells Fargo
Read Story
50–60xfaster code migration
20xfaster application migration time
MODERNIZATION
“Migrating simple code is now 50 to 60 times quicker, and we can migrate small applications 20 times faster to MongoDB. Regression testing also went from three days to three hours with automated test generation.”
Fabrice Bidard
Head of Technical Architecture, Lombard Odier
Read Story
2minutes for ETL feed generation
DATABASE MIGRATION
“We found that MongoDB Atlas had a great way of structuring data that was so simple and easy to use for our developers.”
Rob Jackson
Head of Application Architecture, Nationwide (UK)
Read Story
255Kfinancial advisors supported
Wealth Platform
“What’s great about Atlas is it gets us closer to our customers and gives them a better user experience. We can deploy modern infrastructure with lower latency and get a much better return on investment compared with running on premises.”
Neil Davidson
EMEA CTO, Morningstar
Read Story

The partners and platform for innovation

Unlock growth with MongoDB partners

Turn bold ideas into business value. MongoDB partners deliver integrated solutions and expert guidance to help you innovate faster and scale smarter.

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Build AI you can trust. Build AI that scales.

Rigid legacy systems weren't built for AI. They create friction, drain budgets, and block innovation. Stop integrating. Start innovating.

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Transform financial services with an AI-ready data platform

The industry is moving fast. Start building your future-proof, AI-ready architecture today. Unlock budget, reduce risk, and deliver better customer experiences.
Get StartedView pricing plans
KEY MONGODB CAPABILITIES:
  • Vector search
  • Multi-cloud deployments
  • End-to-end encryption
  • Change streams
  • ACID transactions