Drawing from experience with over 67,700 customers, the Solutions Library is curated with tailored solutions to help developers kick-start their projects.
Capital Markets
Agentic AI-Powered Investment Portfolio Management
Discover how MongoDB powers AI agents with MongoDB Vector Search, Time Series collections, Aggregation Pipeline, and Charts for portfolio management, risk assessment, and real-time insights.
Core Banking
AI-Driven Interactive Banking
Build an application using MongoDB Vector Search and large language models to improve the interactivity of banking applications.
Core Banking Modernization
Learn how MongoDB and BIAN help you modernize core banking with clear domain boundaries, flexible data models, ACID transactions, and event-driven accounting.
Financial Crime
AML Network Analysis
Detect hidden financial crime networks with MongoDB’s $graphLookup for multi-hop traversal, centrality scoring, and risk propagation.
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.
Lending
Assess Business Loan Risks with Generative AI
Learn how generative AI can generate detailed risk assessments and how MongoDB's multimodal features enable comprehensive and multidimensional loan risk analysis.
Credit Card Application with Generative AI
Learn how the convergence of alternative data, artificial intelligence, and generative AI is reshaping the foundations of credit scoring.
Open Banking
Open Finance Data Store with MongoDB
Learn how MongoDB powers open finance with flexible data integration, built-in security, and scalability.
Open Banking: Secure Data Sharing with MongoDB
Learn how to use MongoDB Atlas and agentic AI to streamline secure Open Banking consent and multi-bank data sharing.
Payments
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.
Document Intelligence with Agentic AI
Learn how MongoDB and agentic AI transform financial document data into actionable insights with context-aware embeddings, multi-agent orchestration, and agentic RAG.
Payments Modernization Accelerator
Learn how to build an operational data layer (ODL) to unlock siloed payment data and power modern applications.
AI & Gen AI
AI-Powered Healthcare with MongoDB & Microsoft
Learn how AI is transforming breast cancer diagnosis and care, making it more personalized and data-driven.
Medical Report Generator
Discover how MongoDB uses AI to transform unstructured medical sources into structured reports, reducing processing time and enabling comprehensive analyses.
Interoperability
Clinical Decision Support
Get care gap detection and real-time vitals monitoring for clinical decision support on a FHIR data foundation with MongoDB Atlas.
Hybrid FHIR ODL
Build a hybrid operational data layer on MongoDB with FHIR-first mappings, fast search, dual APIs, and tools to explore and test clinical queries.
openEHR Persistance Layer
Build an openEHR persistence layer on MongoDB that preserves canonical compositions, supports deterministic AQL querying, and enables patient-scoped and cross-patient operational workloads.
SNOMED CT on MongoDB Atlas
Learn how to model, search, navigate, and ground SNOMED CT clinical terminology with MongoDB Atlas.
App-Driven Analytics
AI-Powered Call Center Intelligence with MongoDB
Discover how MongoDB Vector Search and AI convert insurance call recordings into searchable insights, enabling more efficient customer service.
Automating Digital Underwriting with Machine Learning
Leverage machine learning and real-time data processing to automate digital underwriting.
Gen AI
Agentic Claims Processing
Learn how to streamline claims processing workflows with MongoDB and AI agents.
Agentic Control Center
Optimize daily insurance workflows with a centralized view of agentic operations and human oversight, all on MongoDB.
AI-Enhanced Claims Adjustment
Revolutionize claim management using AI and vector image search. Easily compare accident photos for precise estimates.
AI Insurance Underwriter
Transform insurance underwriting using LLMs and vector search for automated, efficient evaluation and risk assessment.
Build a PDF Search Application with Vector Search and LLMs
Streamline operations and claims processing with powerful PDF search capabilities by integrating MongoDB Vector Search, Superduper.io, and LLMs.
Claim Management Using LLMs and Vector Search for RAG
Discover how to combine MongoDB Vector Search and large language models to streamline claim adjustment processes.
Aviation Operations
Agentic Voice Assistant for Airport Operations
Learn how MongoDB Atlas, Dataworkz, and Google Cloud power a smart agentic voice assistant to optimize ground operations, prevent costly flight delays, and enhance safety.
Elevate Flight Operations with Real-Time Analytics
Transform flight operations with powerful real-time analytics. Cut costs, minimize delays, and boost efficiency with intelligent data monitoring.
Real-Time IoT Analytics
Monitor a rocket launch using MongoDB Atlas and real-time IoT data.
Connected Vehicles
Agentic AI-Powered Fleet Incident Advisor
Manage fleets of connected vehicles, optimize route planning, and improve driver safety with MongoDB Atlas.
Agentic Fleet Management
Use Agentic AI to effectively manage fleets by combining MongoDB Vector Search, Geospatial Queries and Time Series data.
Automotive Diagnostics with MongoDB Vector Search
Combine real-time analytics and vector search with MongoDB MongoDB Vector Search.
Build an Intelligent Automotive Diagnostics App
Build a next-gen diagnostic app for after-sales support. Use MongoDB Atlas and Voyage AI to power GraphRAG and multimodal repair capabilities.
Connected EV Charging Data Platform
Build a unified operational data layer for EV charging to connect real-time data, simplify operations, and scale connected charging experiences.
Context-Aware RAG for Technical Docs
Transform static technical documentation into dynamic RAG systems with MongoDB Atlas.
Multimodal Event Explorer
Discover rare autonomous driving scenarios at fleet scale using MongoDB Atlas Hybrid Search, Voyage AI embeddings, and agentic AI.
Search for Regulatory and Standards Content
Show how builders can create a focused search experience for Central Motor Vehicle Rules (CMVR) and Automotive Industry Standards (AIS) content with MongoDB.
Transform the Driver Experience with MongoDB & Google Cloud
Learn how MongoDB and Google Cloud enable AI-powered, personalized in-car experiences for automotive innovation.
Energy Management
Power Smart Meter Analysis
Build a scalable platform for smart meter systems, enabling real-time data collection, time series analysis, and anomaly detection.
Real-Time Audio Diagnostics
Learn how AI and MongoDB Vector Search improve renewable energy efficiency with real-time audio diagnostics.
Smart Grid Management
Unify network monitoring, weather-aware forecasting, customer intelligence, and a grid support agent on one MongoDB Atlas data layer
Intelligent Logistics
AI-Driven Inventory Classification
Enhance inventory decisions by combining Gen AI and MongoDB MongoDB Vector Search. Turn unstructured data into actionable classification criteria.
AI-Powered Track and Trace
Transform unstructured factory floor logs into compliance-ready traceability records using AI, Atlas Stream Processing, and Change Streams.
Event-Driven Inventory Management System
Learn how to build a real-time, event-driven inventory management system using MongoDB Atlas.
Multi-Agent Supply Chain Disruption Management
Transform supply chain disruption management with Agentic AI to overcome data readiness hurdles and automate mitigation.
Smart Factory
Agentic Yield Analytics with MongoDB
One platform for telemetry, defect images, and RCA reports. Use multimodal search to find root causes faster.
Build an IoT Data Hub
Streamline data from edge devices to power machine learning models and smart applications with MongoDB Atlas and Microsoft Azure IoT.
Multi-Agent Predictive Maintenance
Discover how MongoDB and Agentic AI drive predictive maintenance and unlock operational excellence.
Predictive Maintenance Excellence
Optimize maintenance strategies with AI. Predict failures, generate repair plans, and guide technicians.
Unified Namespace Data Integrity
Discover how MongoDB helps manufacturers unify production data, streamline operations, and gain real-time insights with a Unified Namespace.
App-Driven Analytics
Streamline Global Gaming Management
Streamline game data management with MongoDB Atlas including global profiles, records and real-time dashboards.
Gen AI
AI-Driven Media Personalization
Leverage data effectively to create personalized user experiences with Atlas Database, MongoDB Vector Search, and Pymongo.
Media Personalization with User Clickstream Data
Convert user clickstream data into personalized media recommendations using MongoDB Vector Search, Atlas Stream Processing, and large language models.
Editorial Workflows with Gen AI
Learn how to streamline editorial operations using Gen AI and MongoDB for real-time insights, accelerated drafting, and credible content delivery.
Gen AI-Powered Video Summarization
Build a YouTube transcription and summarization service with LLMs and semantic search.
Semantic Video Search
Discover how to enable video search capabilities for media applications with MongoDB Atlas and Voyage’s AI multimodal embedding models.
Text-To-Audio News Conversion
Automate news broadcasting by combining generative AI with MongoDB.
Disconnected Environments
Edge AI Copilot for Connected Vehicles
Run an offline-capable car assistant by integrating on-device ObjectBox with MongoDB Atlas, enabling AI-powered support and seamless cloud sync.
Offline-First Wallet
Discover how MongoDB Atlas and ObjectBox power an offline-first mobile wallet that keeps payments and AI chat functional with zero connectivity.
Retail Shelf Inventory Intelligence
Capture shelf inventory from an image, store structured results in MongoDB, and synchronize updates across connected and offline retail clients.
Tactical Mission Data Sync for ATAK
Learn how MongoDB Enterprise provides the data layer for ATAK applications that synchronize mission data across disconnected environments with Ditto.
Agentic Commerce
Mandate Ledger for Trusted Agentic Commerce on MongoDB
Learn how to build an immutable Mandate Ledger on MongoDB Atlas to create a trust layer for agentic commerce and guarantee accountability.
In-Store and Omnichannel
Amplify Brands in Real Time for Retail Growth
Learn how to use MongoDB’s data foundation and advanced search to connect product discovery and brand strategy, driving organic sales and customer trust.
Building an Inventory Management System
Learn how to build a real-time, event-driven inventory management system using MongoDB Atlas.
Building an Omnichannel Ordering System
Enable real-time order tracking and management across all retail channels using MongoDB Atlas.
Digital Receipts
Discover how to turn receipt data into real-time insights that power personalized experiences.
RFID Product Tracking
Learn how to build a real-time inventory management system with RFID and MongoDB Atlas.
Unified Commerce
Learn how to build a unified view with MongoDB that enables smart search and supports store associates.
Personalized E-commerce
AI-Driven Real-Time Pricing with MongoDB and Vertex AI
Leverage real-time data insights to optimize prices and gain a competitive edge.
AI Product Search
Transform e-commerce experiences with personalized, AI-driven search powered by MongoDB Vector Search and Databricks.
As-You-Type Suggestions
Add fast and relevant as-you-type suggestions to your application, incorporating user context and domain-specific ranking factors.
Real-Time Customer Retention with MongoDB Atlas
Use MongoDB Atlas Stream Processing and AI to prevent customer churn. Detect customer hesitation in real time and trigger a next best action.
AI and Gen AI
Advanced Search with MongoDB Enterprise Server
MongoDB enables AI-driven applications with enterprise-level search capabilities on self-managed infrastructures.
Automating Product Descriptions Using Generative AI
Create engaging and multilingual product descriptions quickly and easily with MongoDB and Together AI.
Launching an Agentic RAG Chatbot with MongoDB and Dataworkz
Discover how agentic RAG creates seamless and natural interactions with customers, enhancing their shopping experience.
Manage Supplier Risk with Agentic AI and Multimodal Search
Discover how AI agents on MongoDB Atlas can evaluate real-time supply chain risks and surface verified alternative suppliers during disruptions.
Gen AI
Agentic Network Automation
Learn how MongoDB Atlas serves as the operational data layer, giving agents direct, real-time access to network state, customer agreements, and historical context.
AI-Powered Chatbot for Network Management
Build a generative AI ops architecture with MongoDB for network introspection.