# Linkurious > Decision intelligence solutions that turn complex data into clear insights with native graph technology & AI. Unify data, speed up decisions & uncover hidden patterns. Every page of this website is available as Markdown: request its URL with the `Accept: text/markdown` header, or append `index.md` to it. The links below point to these Markdown versions. ## Pages - [Linkurious: Graph-Powered Decision Intelligence Solutions](https://linkurious.com/index.md): Decision intelligence solutions that turn complex data into clear insights with native graph technology & AI. Unify data, speed up decisions & uncover hidden patterns. - [About Linkurious](https://linkurious.com/about/index.md): Learn about our company DNA and our people. - [AML compliance: What is an AML compliance program?](https://linkurious.com/aml-compliance/index.md): What elements constitute an anti-money laundering compliance program and what role does technology play in AML compliance? - [Anti-Money Laundering (AML) Solution](https://linkurious.com/aml-investigation-solution/index.md): Swiftly detect and investigate even the most complex AML schemes & networks. Expose hidden risk, reduce false positives, and cut investigation time by 80%. - [AML investigation: how to track down money laundering](https://linkurious.com/aml-investigation/index.md): To address suspicious conduct, banks initiate meticulous AML investigations. Explore how these efforts reinforce financial integrity. - [Know Your Customer (KYC) for AML](https://linkurious.com/aml-kyc/index.md): Know Your Customer (KYC) processes help financial institutions mitiagate money laundering risk. How can the process be imprived? - [Anti-money laundering: an outlook](https://linkurious.com/anti-money-laundering/index.md): All the ins and outs of anti-money laundering from AML regulations to AML schemes, AML technology, and more. - [Amazon Neptune: Detect, visualize and analyze hidden insights in your graph database](https://linkurious.com/aws-neptune/index.md): Combine your Amazon Neptune graph database with Linkurious' user-friendly graph visualization and analysis tool to help teams detect and analyze hidden insights in connected data. - [Azure Cosmos DB: Visualize and explore your graph database](https://linkurious.com/azure-cosmos-db/index.md): Combine Azure Cosmos DB graph database with Linkurious' user-friendly graph visualization and analysis tool to help teams detect and analyze hidden insights in connected data. - [Financial Crime and Fraud Solution for Banking](https://linkurious.com/banking-solution/index.md): The financial crime solution leading banking teams use to detect more cases, manage risk, and investigate complex fraud & AML cases 10x faster. - [Blog](https://linkurious.com/blog/index.md): Latest insights on graph technology and its applications: use cases, user stories, product updates and more - [Working at Linkurious | Job Openings](https://linkurious.com/careers/index.md): Discover the Linkurious culture and find our latest job opportunities. - [Get In Touch With Us](https://linkurious.com/contact-us/index.md): Contact us to learn how Linkurious Enterprise can help you fight financial crime and protect your organization from criminal activity. - [Contextual analytics: How graph technology uncovers hidden insights](https://linkurious.com/contextual-analytics/index.md): Discover how contextual analytics with graph technology transforms fragmented data into actionable insights. - [Using contextual intelligence to navigate business complexity](https://linkurious.com/contextual-intelligence/index.md): Explore why contextual intelligence provides a competitive advantage for today's data-driven businesses. - [Customer due diligence (CDD): what is it and what does it mean for banks?](https://linkurious.com/customer-due-diligence/index.md): Customer due diligence (CDD) is the process of assessing customers to identify potential business risks and to stay compliant. - [Cybersecurity Solution for Threat Analysis & Response](https://linkurious.com/cybersecurity-solution/index.md): Unify security data into a connected network view to map vulnerabilities, trace attack paths, and accelerate incident response. - [What Is Data Matching? Methods, Benefits, and Use Cases Explained](https://linkurious.com/data-matching/index.md): Learn how data matching works, why it's essential for fraud detection and operational accuracy, and explore key techniques. - [What is a data silo and how can you fix it?](https://linkurious.com/data-silos/index.md): Learn what data silos are, why they limit effective decisions, and how to break them down with tools like graph analytics. - [Data ingestion & Machine Learning | Graph Analytics | Dataiku + Linkurious](https://linkurious.com/dataiku/index.md): Unleash the power of your data combining Dataiku's data ingestion and Machine Learning capabilities with Linkurious' graph visualization and analytics. - [Analyze and decide | Linkurious Decision Intelligence Platform](https://linkurious.com/decision-intelligence-platform-analyze-decide/index.md): Accelerate your data analysis and investigations to make informed decisions with the full context in mind - [AI and graph powered detection software](https://linkurious.com/decision-intelligence-platform-detection/index.md): Detection software powered by AI and graph tech to automate pattern and anomaly detection. Uncover hidden insights or risks. - [Entity resolution software | Linkurious Decision Intelligence Platform](https://linkurious.com/decision-intelligence-platform-entity-resolution/index.md): Entity resolution software to improve data quality, streamline operations, and make smarter decisions with AI data matching algorithms. - [Graph analytics & AI | Linkurious Decision Intelligence Platform](https://linkurious.com/decision-intelligence-platform-graph-analytics-ai-ml/index.md): Discover hidden patterns, uncover networks and understand context in a few clicks and augment decisions with graph analytics and AI - [Graph database | Linkurious Decision Intelligence Platform](https://linkurious.com/decision-intelligence-platform-graph-database/index.md): Leverage leading native graph databases to build your knowledge graph and drive contextual decision intelligence - [Graph visualization tools | Linkurious Decision Intelligence Platform](https://linkurious.com/decision-intelligence-platform-graph-visualization/index.md): Accelerate analysis & investigations and make context-based decisions with intuitive graph visualization software built for teams - [Decision Intelligence Platform to augment decisions with context](https://linkurious.com/decision-intelligence-platform-overview/index.md): A cost effective, flexible Decision Intelligence Platform designed to bridge the gaps in your data and support context-based decisions - [Data fusion, unification & enrichment | Linkurious Decision Intelligence](https://linkurious.com/decision-intelligence-platform-unify-enrich/index.md): Fuse internal & external data sources, build a unified dataset to create a single source of truth with graph tech, ML and entity resolution - [Decision intelligence vs business intelligence: Which to use?](https://linkurious.com/decision-intelligence-vs-business-intelligence/index.md): Decision intelligence builds on the capabilities of business intelligence and takes it further. Here's what you need to know. - [Decision Intelligence: Powering smart decisions at scale](https://linkurious.com/decision-intelligence/index.md): Decision intelligence puts the power of complex data directly into the hands of decision makers. How to use it for competitive advantage? - [What Are Decision Support Systems? A Guide for Business Leaders](https://linkurious.com/decision-support-systems/index.md): Discover how Decision Support Systems turn data into insights. Learn about their benefits, components, and practical applications. - [Financial Crime Investigation Solution](https://linkurious.com/financial-crime-investigation-solution/index.md): The financial crime solution used by leading teams to detect more cases, manage risk, and investigate complex financial crime cases 10x faster. - [Understanding First-Party Fraud: 10 Common Schemes](https://linkurious.com/first-party-fraud/index.md): Explore 10 common first-party strategies, from chargeback fraud to de-shopping schemes, and safeguard your business. - [Fraud analytics: a quick guide](https://linkurious.com/fraud-analytics/index.md): Next-generation fraud analytics helps you stay one step ahead of even the most sophisticated fraudsters. - [Fraud detection: What is it and how does it help catch criminal schemes?](https://linkurious.com/fraud-detection/index.md): Fraud detection is the process of identifying and preventing deceptive activities using analytics, monitoring systems, and more. - [Fraud Investigation Solution | Uncover complex cases](https://linkurious.com/fraud-investigation-solution/index.md): Uncover even the most complex fraud rings. Surface hidden patterns, cut false positives, detect 20% more fraud, and investigate 10x faster. - [Why fraud investigation is better with data and analytics](https://linkurious.com/fraud-investigation/index.md): Getting to the bottom of a fraud case requires exploring the context around the case. Data can help you gain a full understanding. - [10 Common Fraud Schemes & Scams](https://linkurious.com/fraud-schemes/index.md): 10 common fraud schemes: Synthetic identity fraud • Procurement fraud • Account takeover fraud • VAT fraud • Cyber fraud - [Fraud transaction monitoring: Catching fraudsters in the act](https://linkurious.com/fraud-transaction-monitoring-catching-fraudsters-in-the-act/index.md): Learn how advanced analytics technology enhances fraud transaction monitoring to identify suspicious behavior for better customer protection and compliance. - [Free Trial](https://linkurious.com/free-trial/index.md) - [Frequently Asked Questions](https://linkurious.com/frequently-asked-questions/index.md) - [Graph analytics & visualization for Google BigQuery Graph](https://linkurious.com/google-cloud-bigquery-graph-visualization/index.md): Visually explore complex relationships and detect hidden patterns in your Google BigQuery graph data using Linkurious - no ETL, no graph database required. - [Graph analytics & visualization for Google Cloud Spanner Graph](https://linkurious.com/google-cloud-spanner/index.md): Visually explore complex relationships and detect hidden patterns in your Spanner graph data using Linkurious - no ETL, no graph database required. - [Public Sector Solution for Complex Investigations](https://linkurious.com/government-solution/index.md): Connect siloed data, reveal hidden networks, and get answers 10x faster for complex financial crime, fraud, and security investigations in the public sector. - [Graph algorithms 101 - How to apply popular algorithms](https://linkurious.com/graph-algorithms/index.md): Unlock your connected data to answer questions, make predictions, and gain insights using graph algorithms. - [Graph analytics: 7 common use cases](https://linkurious.com/graph-analytics-use-cases/index.md): Graph analytics helps all kinds of organizations gain a deeper understanding of their data. How can businesses benefit from graph analytics? - [Graph analytics: Get deeper insights from connected data](https://linkurious.com/graph-analytics/index.md): Learn how graph analytics enables deeper analysis of relationships within complex connected datasets to uncover hidden patterns and insights - [Graph data modeling: A quick guide](https://linkurious.com/graph-data-modeling/index.md): A graph data model takes into account the relationships within a dataset. Here are the basics of how to model data as a graph. - [Graph database vs relational database: is one better?](https://linkurious.com/graph-database-vs-relational-database/index.md): Learn the key differences between graph and relational databases and which one is your best option. - [What is a graph database and why use one?](https://linkurious.com/graph-database/index.md): A graph database is a dynamic, flexible, and powerful tool that helps navigate complex networks of data. - [An introduction to graph embeddings](https://linkurious.com/graph-embeddings/index.md): An introduction to what graph embeddings are, how they work, and the applications where they are most valuable. - [Graph machine learning: How to combine graph analytics and ML](https://linkurious.com/graph-machine-learning/index.md): Graph machine learning models can enhance machine learning to provide greater analytical accuracy and faster insights. Learn how. - [An introduction to graph query languages](https://linkurious.com/graph-query-languages/index.md): Graph query languages are the key to extracting and retrieving data that is modeled as a graph. Here's what you need to know. - [Insurance Fraud Investigation Software](https://linkurious.com/insurance-solution/index.md): Connect claims, policies and customer data in one view. Reduce false positives and uncover sophisticated fraud networks up to 10x faster. - [Knowledge Graph Software | Explore & Visualize Connected Data](https://linkurious.com/knowledge-graphs-solution/index.md): Visualize & analyze connected data. Explore complex relationships, support AI use cases, and drive better decisions with graph-native analytics. - [What is a knowledge graph? An introduction](https://linkurious.com/knowledge-graphs/index.md): The structure of a knowledge graph lets it capture complex, multi-dimensional relationships between different pieces of information. - [Law Enforcement Technology Solution for Complex Cases](https://linkurious.com/law-enforcement-and-intelligence-solution/index.md): Unify case data, expose hidden networks, and reconstruct timelines in one graph-native investigation platform built for law enforcement teams. - [Link analysis: a guide](https://linkurious.com/link-analysis/index.md): Learn how applying link analysis techniques can provide valuable insights difficult to uncover with traditional analytics. - [NGO Program | Linkurious for Good](https://linkurious.com/linkurious-for-good/index.md): Discover the Linkurious pro bono program for NGOs | Giving superhuman strength to organizations investigating financial crime | Free license - [Memgraph: Detect, visualize and analyze hidden insights in your graph database](https://linkurious.com/memgraph/index.md): Combine your Memgraph database with Linkurious' user-friendly graph visualization and analysis tool to help teams detect and analyze hidden insights in connected data. - [Money laundering schemes: 7 common criminal tactics](https://linkurious.com/money-laundering-schemes/index.md): Common money laundering schemes are smurfing, round tripping, cryptocurrency, trade-based money laundering, online gambling, and more - [Neo4j: Detect, visualize and analyze hidden insights in your graph database](https://linkurious.com/neo4j/index.md): Combine your Neo4j graph database with Linkurious' user-friendly graph visualization and analysis tool to help teams detect and analyze hidden insights in connected data. - [Network and IT Operations Management Software](https://linkurious.com/network-and-it-solution/index.md): Get a connected view of networks, systems, and data to analyze dependencies, trace data flows, and identify root causes faster with graph-native intelligence. - [How Linkurious helps NGOs to investigate criminals](https://linkurious.com/non-profit-investigation-solution/index.md): NGOs are facing the same challenges as financial institutions in the fight against financial crime - they also deserve the best investigation tools to expose criminals. - [The All-In-One JS Library For Large Scale Graph Viz](https://linkurious.com/ogma/index.md): Ogma is JavaScript library that can be leveraged to develop powerful, large-scale interactive graph visualizations. - [Partner Program](https://linkurious.com/partner-program/index.md): Join the Linkurious partner program | Deliver more value and success to customers | Opportunities for resellers, consultants, integrators, OEM - [Partners](https://linkurious.com/partners/index.md): Discover the Linkurious network of trusted partners working globally and locally | Consulting and technology partners, integrators - [Platform Page V2](https://linkurious.com/platform-page-v2/index.md) - [Linkurious - Pricing](https://linkurious.com/pricing/index.md): Discover Linkurious pricing and plans. Compare features across all solutions. - [Recruitment Privacy Policy](https://linkurious.com/recruitment-privacy-policy/index.md) - [Resources](https://linkurious.com/resources/index.md) - [What is second-party fraud and how to detect it](https://linkurious.com/second-party-fraud/index.md): Discover common second-party fraud schemes such as money muling, and scammer transfers. Gain insights to detect and prevent it. - [Supply Chain Management Software](https://linkurious.com/supply-chain-solution/index.md): Unify suppliers, parts, and logistics in one connected view. Map dependencies, assess impact, and explore scenarios to manage risk and support compliance. - [Transaction monitoring in AML: What is it and why is it important?](https://linkurious.com/transaction-monitoring-in-aml/index.md): Transaction monitoring in AML involves tracking customer transactions. Understand its importance and how advanced analytics can help. - [Fraud: understanding it and how to stop it](https://linkurious.com/understanding-fraud/index.md): Deep dive into fraud: what it is, understanding its cost and who commits fraud. How can you effectively detect, investigate & prevent fraud? - [What is Entity Resolution?](https://linkurious.com/what-is-entity-resolution/index.md): Entity resolution is the process of identifying and linking different representations of the same real-world entity. - [Why Linkurious](https://linkurious.com/why-linkurious/index.md): Supercharge your investigations and neutralize threats with Linkurious | The best partner to help you fight crime today, tomorrow, and beyond ## Documentation - [Linkurious documentation](https://doc.linkurious.com/): Linkurious product documentation - [Ogma documentation](https://doc.linkurious.com/ogma/latest/llms.txt): llms.txt of Ogma, the JavaScript/TypeScript library for large-scale interactive graph visualizations