Generated by Rank Math SEO, this is an llms.txt file designed to help LLMs better understand and index this website. # Senzing > Senzing entity resolution software resolves identities and reveals relationships in real time. No training, no data science team. Scales to billions of records. ## Sitemaps - [XML Sitemap](https://senzing.com/sitemap_index.xml): Includes all crawlable and indexable pages. ## Pages - [Insurance Identity Maturity Assessment](https://senzing.com/quiz-insurance-identity-maturity/): Ten questions across fraud detection, policyholder experience, and regulatory compliance. A clear picture of where fragmented identity is costing your organization, and exactly where to close the gap first. - [Identity Maturity Assessment](https://senzing.com/identity-maturity-assessment/): Ten questions. Five dimensions. A clear picture of where your organization stands — and exactly where to focus to make your AI agents smarter, faster, and safer. - [Identity Blind Spot Quiz](https://senzing.com/identity-blind-spot-quiz/): Five quick questions. No email required to see your score. Takes about 90 seconds. - [Innovations in Identity Intelligence](https://senzing.com/innovation/): The record of firsts and onlys in entity resolution. - [Senzing MCP Server](https://senzing.com/senzing-mcp-server/): 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 - [Microsoft Marketplace (Azure)](https://senzing.com/senzing-azure/): On Microsoft Marketplace, Senzing enables teams to run real-time entity resolution in their Azure environment. Subscribe through Microsoft Marketplace, deploy the SDK, and integrate with existing applications. - [AWS Marketplace](https://senzing.com/aws-marketplace/): On AWS Marketplace, Senzing gives teams a direct path to run real-time entity resolution in their AWS environment. Subscribe through AWS Marketplace, deploy the SDK in your accounts, and integrate with existing applications. AWS teams can also use Amazon Q Developer with the Senzing Mapping Assistant to accelerate data mapping and mapper code generation. - [Cloud Marketplaces](https://senzing.com/cloud-marketplaces/): Senzing AI for entity resolution is available through AWS Marketplace and Microsoft Marketplace to enhance KYC, Customer 360, risk and fraud detection, and AI workloads. Technical teams can deploy pre-trained, self-tuning entity resolution into existing AWS and Azure environments using procurement channels they already trust, achieving production-ready results in weeks rather than months or years. - [Data Showcase – Global Database](https://senzing.com/data-showcase-global-database/): Database w/ five major leaks (Offshore Leaks, Panama Papers, Bahamas Leaks, Paradise Papers, and Pandora Papers) containing records of offshore entities, their corporate structures, and relationships from multiple jurisdictions, law firms, and corporate registries. - [Data Showcase – Profound Networks](https://senzing.com/partner-data-profound-networks/): Combine Profound’s domain-based DBI with Senzing’s AI-driven entity resolution to unify digital and offline records. This joint solution links messy, fragmented data to create persistent, enriched entity profiles at scale - supporting analytics, segmentation, compliance, market intelligence, and more. - [Data Showcase – Equifax B2BConnect](https://senzing.com/partner-data-equifax-b2bconnect/): Combine the power of Equifax B2BConnect’s firmographics, linkages, and contact intelligence with Senzing’s AI-driven entity resolution to match and enrich your internal records at scale. This joint solution helps identify duplicate or related business entities, link fragmented profiles, and power better decision-making across risk, marketing, and compliance teams.  - [Schedule a Demo BrightQuery](https://senzing.com/schedule-a-demo-brightquery/): 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 - [Graph Power Hour](https://senzing.com/graph-power-hour/): Welcome to Paco Nathan's Graph Power Hour podcast! This is home to conversations between Paco and experts on the applications, technologies and impact of Knowledge Graphs, Entity Resolution, and Entity Resolved Knowledge Graphs (ERKG). - [Schedule a Demo Public Sector](https://senzing.com/schedule-a-demo-public-sector/): Fill out the form below to request a free personalized demo from an entity resolution specialist.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 - [Senzing Learning Portal Sign Up](https://senzing.com/senzing-learning-portal-signup/): Once you've been granted access, log into the Senzing Learning portal here.JTNDc2NyaXB0JTIwY2hhcnNldCUzRCUyMnV0Zi04JTIyJTIwdHlwZSUzRCUyMnRleHQlMkZqYXZhc2NyaXB0JTIyJTIwc3JjJTNEJTIyJTJGJTJGanMuaHNmb3Jtcy5uZXQlMkZmb3JtcyUyRmVtYmVkJTJGdjIuanMlMjIlM0UlM0MlMkZzY3JpcHQlM0UlMEElM0NzY3JpcHQlM0UlMEElMjAlMjBoYnNwdC5mb3Jtcy5jcmVhdGUlMjglN0IlMEElMjAlMjAlMjAlMjBwb3J0YWxJZCUzQSUyMCUyMjQ1ODUyNzM0JTIyJTJDJTBBJTIwJTIwJTIwJTIwZm9ybUlkJTNBJTIwJTIyMjU2MTQwOTEtMTNkMC00MTM2LTk3YWYtM2Q3Mjk5NjM0Mzc0JTIyJTJDJTBBJTIwJTIwJTIwJTIwcmVnaW9uJTNBJTIwJTIybmExJTIyJTBBJTIwJTIwJTdEJTI5JTNCJTBBJTNDJTJGc2NyaXB0JTNF - [Cookie policy](https://senzing.com/cookie-policy/): This Policy explains how Senzing, Inc. (“Senzing”, “we”, “us” or “our”) uses cookies and other similar technologies on our website that link to this Cookie Policy (the “Site”), as well as in our emails. It also outlines your choices around managing these cookies and similar technologies. - [Data Showcase – ICIJ Partner Page](https://senzing.com/partner-data-icij/): The ICIJ Offshore Leaks Database is a comprehensive repository of more than 810,000 offshore entities from five major leaks, connecting people and companies across 200+ countries and territories through 80+ years of records that expose the hidden networks of global offshore finance. - [Data Showcase – OpenSanctions Partner Page](https://senzing.com/partner-data-opensanctions/): For the quickest experience, use one of these CSV templates by downloading it and replacing the placeholder records with your own data from the same geographic region you selected above. If you want to make your own Senzing-ready JSON, refer to this technical specification. - [Public Sector](https://senzing.com/public-sector-entity-resolution/): Public sector organizations continuously grapple with identifying precisely who is who and who is connected to whom. With disparate data siloed across systems, investigations that unfold in real time, and the challenges of operating in air-gapped environments, it's difficult to get accurate answers fast. - [Data Showcase – BrightQuery Partner Page](https://senzing.com/partner-data-brightquery/): For the quickest experience, download this CSV template and replace the placeholder records with your own data from the same geographic region you selected above. If you want to make your own Senzing-ready JSON, refer to this technical specification. - [About Senzing Ready Data](https://senzing.com/about-senzing-ready-json-data/): Senzing-ready data allows an organization to effortlessly combine diverse data sets at a quality level that outperforms humans at any scale and in most languages. - [Data Showcase – Nomino Data Partner Page](https://senzing.com/partner-data-nominodata/): For the quickest experience, use one of these CSV templates by downloading it and replacing the placeholder records with your own data from the same geographic region you selected above. If you want to make your own Senzing-ready JSON, refer to this technical specification. - [Join Us](https://senzing.com/join-us/): Senzing is changing how the world distills and resolves their data. - [CORD Senzing Ready Data Collections](https://senzing.com/senzing-ready-data-collections-cord/): A CORD is a Collection Of Relatable Data. “Relatable” in that the datasets contain overlapping features like names and addresses, within a shared domain like a city or state. A Senzing-provided CORD will always contain two or more, free, datasets containing real data, presented as a historical snapshot in a Senzing-ready format.  (Learn more about Senzing CORDs) - [Jeff Jonas](https://senzing.com/jeff-jonas/): Jeff Jonas is the founder and CEO of Senzing, where he is on a mission to democratize entity resolution and the identity intelligence it powers — trusted by the world’s largest banks, insurance companies, healthcare organizations, and government agencies, and the smallest nonprofits alike. He has spent 40 years architecting, designing, building, and deploying information systems that combine diverse data sources to deliver remarkably intelligent systems, and ushered identity and entity resolution into the mainstream in the early 1990s. National Geographic profiled him as the Wizard of Big Data. He was named an IBM Fellow, is the author or co-author of 14 patents, and holds an honorary Ph.D. in Science from Claremont Graduate University. He is also one of only a handful of people to have completed every Ironman triathlon on the global circuit - a pursuit that began after recovering from quadriplegia following a 1988 car accident. - [Insurance Industry](https://senzing.com/insurance-risk-fraud/): Senzing is a developer-focused, easy-to-deploy API for real time entity resolution. It provides better, faster, more cost-effective entity resolution that fits within an insurer’s existing risk and fraud detection, underwriting, and claims processing systems and architecture. - [Retail Fraud with Entity Resolution](https://senzing.com/retail-fraud-investigations-entity-resolution/): Fraud detection and prevention are more challenging than ever for modern retail operations. Increasingly sophisticated schemes are emerging across channels, costing retailers billions annually. Many retail organizations struggle to keep up, jeopardizing their bottom line and reputation. - [Senzing 101 Technical Reading List](https://senzing.com/technical-reading-list/): The white papers and technical briefs below have been specially curated to provide a resource for technically oriented people. These articles will provide a more in-depth insight into the inner workings of Senzing, and serve as a great preparatory foundation for moving forward with our best-in-class entity resolution solution. - [Senzing Event Calendar](https://senzing.com/senzing-event-calendar/): The only thing we love more than entity resolution is creating synergy with our customers and partners! Please check out our upcoming events and webinars, (click on the banners to expand full event info). Join us in making this a better world, through better data. - [Consult with an Expert – Paco Nathan Speaking Opp](https://senzing.com/consult-entity-resolution-paco/): Talk to a Senzing entity resolution expert about your data and business challenges and how entity resolution can help. - [Evaluation Data for ERKG Tutorial](https://senzing.com/get-erkg-tutorial-evaluation-data/): These three data sets are used by the Entity Resolved Knowledge Graphs Tutorial on Neo4J, written by Paco Xander Nathan: - [Search Results](https://senzing.com/search_gcse/): Search Results - [Senzing Use Cases](https://senzing.com/entity-resolution-use-cases/): Use our real time entity resolution AI as a critical enabler for applications, data fabrics and other data services. - [Entity Resolution Buyer’s Guide](https://senzing.com/buyers-guide-senzing/): This step-by-step guide walks you through everything you need to consider when buying entity resolution technologies. From use cases and ways to deploy, to the top ten evaluation criteria. This guide has it all. Once you read it, you'll know everything you need to consider when purchasing entity resolution software—and all for free. - [Digital Transformation](https://senzing.com/digital-transformation/): Click the edit button to add your testimonial. Click the edit button to add your testimonial. - [Request Non-Production License](https://senzing.com/request-non-prod-license/): Complete the form below to request a free Senzing SDK non-production license. Prefer a cloud subscription? Subscribe for a free trial license directly from AWS Marketplace or Azure Marketplace. - [Consultation Calendar Will](https://senzing.com/calendar-will/): Please pick a time from the calendar below to speak with Will who can help you out:JTNDJTIxLS0lMjBDYWxlbmRseSUyMGlubGluZSUyMHdpZGdldCUyMGJlZ2luJTIwLS0lM0UlMEElM0NkaXYlMjBjbGFzcyUzRCUyMmNhbGVuZGx5LWlubGluZS13aWRnZXQlMjIlMjBkYXRhLXVybCUzRCUyMmh0dHBzJTNBJTJGJTJGY2FsZW5kbHkuY29tJTJGd2lsbC1zZW56aW5nJTJGMzBtaW4lMjIlMjBzdHlsZSUzRCUyMm1pbi13aWR0aCUzQTMwMHB4JTNCaGVpZ2h0JTNBNjY1cHglM0IlMjIlM0UlM0MlMkZkaXYlM0UlMEElM0NzY3JpcHQlMjB0eXBlJTNEJTIydGV4dCUyRmphdmFzY3JpcHQlMjIlMjBzcmMlM0QlMjJodHRwcyUzQSUyRiUyRmFzc2V0cy5jYWxlbmRseS5jb20lMkZhc3NldHMlMkZleHRlcm5hbCUyRndpZGdldC5qcyUyMiUyMGFzeW5jJTNFJTNDJTJGc2NyaXB0JTNFJTBBJTNDJTIxLS0lMjBDYWxlbmRseSUyMGlubGluZSUyMHdpZGdldCUyMGVuZCUyMC0tJTNF - [Anthony Senzing Calendar](https://senzing.com/calendar-anthony/): Please pick a time from the calendar below to speak with Anthony, who can help you out:JTNDJTIxLS0lMjBDYWxlbmRseSUyMGlubGluZSUyMHdpZGdldCUyMGJlZ2luJTIwLS0lM0UlMEElM0NkaXYlMjBjbGFzcyUzRCUyMmNhbGVuZGx5LWlubGluZS13aWRnZXQlMjIlMjBkYXRhLXVybCUzRCUyMmh0dHBzJTNBJTJGJTJGY2FsZW5kbHkuY29tJTJGYW50aG9ueS1zZW56aW5nJTJGMzBtaW4tMSUyMiUyMHN0eWxlJTNEJTIybWluLXdpZHRoJTNBMzAwcHglM0JoZWlnaHQlM0E2NjVweCUzQiUyMiUzRSUzQyUyRmRpdiUzRSUwQSUzQ3NjcmlwdCUyMHR5cGUlM0QlMjJ0ZXh0JTJGamF2YXNjcmlwdCUyMiUyMHNyYyUzRCUyMmh0dHBzJTNBJTJGJTJGYXNzZXRzLmNhbGVuZGx5LmNvbSUyRmFzc2V0cyUyRmV4dGVybmFsJTJGd2lkZ2V0LmpzJTIyJTIwYXN5bmMlM0UlM0MlMkZzY3JpcHQlM0UlMEElM0MlMjEtLSUyMENhbGVuZGx5JTIwaW5saW5lJTIwd2lkZ2V0JTIwZW5kJTIwLS0lM0U= - [Tyler Senzing Calendar](https://senzing.com/tyler-calendar/): Please pick a time from the calendar below to speak with Tyler, who can help you out: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 - [Getting Started With Senzing Entity Resolution](https://senzing.com/getting-started-with-senzing-entity-resolution/): Senzing® entity resolution is the most accurate and affordable way to quickly match records about people, organizations and their relationships. But don’t just take our word for it. Here are three easy ways for getting started. No matter which option you choose, in just minutes you can explore Senzing entity resolution technology and receive actionable results. Read on to determine the best option for you.Some users may want to get started exploring Senzing entity resolution results with our Desktop Eval Tool. After that, you’ll want to move on to one of the QuickStart options (see below) which allow you to dig deeper into the capabilities of the Senzing SDK. ## Core concepts (start here) - [What Is Entity Resolution?](https://senzing.com/what-is-entity-resolution/): Learn how Entity Resolution improves data quality by discovering and linking unexpected record matches, while also eliminating false duplicates. - [What Is Fuzzy Matching?](https://senzing.com/what-is-fuzzy-matching/): Learn what a Fuzzy Match is and how fuzzy matching systems and techniques are a core component of Data Quality. - [What Is Libpostal?](https://senzing.com/what-is-libpostal/): Learn about libpostal, the open-source library for parsing and normalizing addresses, and how it helps developers overcome address parsing challenges. - [What Is Identity Intelligence?](https://senzing.com/what-is-identity-intelligence/): A comprehensive breakdown of identity intelligence, what it is and how it delivers trusted identity views across data sources for better decision-making. - [What Is Identity Resolution?](https://senzing.com/what-is-identity-resolution-defined/): Learn how Identity Resolution helps you determine who is who and who is related to who in your data, increasing efficiency and reducing fraud. - [What Is Principle-Based Entity Resolution?](https://senzing.com/what-is-principle-based-entity-resolution/): Uncover how a principle-based approach makes entity resolution more accurate than an approach utilizing rules. - [What Is Agentic Entity Resolution?](https://senzing.com/what-is-agentic-entity-resolution/): Learn what agentic entity resolution is and what it takes to deliver trusted identity intelligence at scale. - [What Is the Senzing AI?](https://senzing.com/what-is-senzing-ai-artificial-intelligence/): Learn how Senzing AI for Entity Resolution differs from Generative AI, cannot hallucinate, and only gives accurate, repeatable and explainable results. - [What Are Entity Resolved Knowledge Graphs?](https://senzing.com/entity-resolved-knowledge-graphs/): Learn how to put the knowledge in your Knowledge Graphs by Entity Resolving them. - [Continuous Vetting and Entity Resolution](https://senzing.com/what-is-continuous-vetting-entity-resolution/): Discover the power of continuous vetting to leverage data efficiently, enabling informed decision-making processes that drive success. ## Product and developer resources - [The Senzing SDK](https://senzing.com/senzing-sdk/): Quickly add advanced record matching and boost Data Quality with Senzing Entity Resolution SDK. - [Senzing Subscription Pricing](https://senzing.com/pricing/): Get pricing information for your specific record count. - [Try Senzing](https://senzing.com/try-senzing/): Try our free Proof Of Concept and get better data today. - [Schedule a Demo](https://senzing.com/schedule-a-demo/): See just how fast and easy it is to harness the power of Entity Resolution using Senzing AI SDK. - [Senzing Documentation](https://senzing.com/docs/): Senzing SDK documentation, quickstarts and tutorials. - [Senzing SDK Version 4 Release Notes](https://senzing.com/docs/release/4/): What is new in Senzing version 4. - [Senzing MCP Server](https://mcp.senzing.com/): Connect your LLM or AI agent to Senzing to map data, generate SDK code and explore examples. - [Senzing on GitHub](https://github.com/senzing): Senzing code snippets, SDK examples and tools. - [About Senzing](https://senzing.com/about/): Get Smarter Entity Resolution using our AI powered data matching SDK.