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Senzing Entity Resolution
What it is
Senzing Entity Resolution turns fragmented records into entities and identifies relationships among them for fraud, compliance, and AI systems. The maker describes its engine as real-time, self-tuning, self-correcting, and relationship-aware, without custom training or tuning. It says the engine starts in under one second and scales from tens to billions of records inside the customer’s infrastructure. Resolution decisions include an audit trail explaining why records matched, the features involved, and a confidence score. Senzing says data does not flow to the company because the software runs within the customer’s infrastructure. Deployment options include bare metal, Docker, Kubernetes, private cloud, AWS, Azure, and air-gapped environments. Listed connections include Python, Java, C#, Rust, Node.js, and an MCP server for applications and AI agents. The SDK download includes a free license for 500 source records; an evaluation license is needed to try more. An AWS Marketplace free trial includes a license for 250,000 source records. Paid subscriptions include support. A listed subscription costs $58,560 a year for 10M DSRs, billed $58,560 per year, with prices based on upfront payment for the full term.
For and against
For
- Audit trails explain matches, features, and confidence scores.
- Runs in customer infrastructure, with data said not to flow to Senzing.
- Offers deployment options including air-gapped environments.
- Supports Python, Java, C#, Rust, and Node.js.
- Paid subscriptions include support.
Against
- The SDK free license covers 500 source records.
- The listed 10M DSRs plan costs $58,560 a year.
- The listed annual price is based on upfront payment for the full term.
The verdict
Senzing combines entity resolution, relationship mapping, and explainable match decisions with deployment inside a customer environment. The SDK and AWS trial have different record limits, and the listed paid plan requires upfront payment for the full term.
Who it suits
Senzing may suit teams in financial services, healthcare, public sector, insurance, and technology, as well as teams building agentic AI systems that need to resolve records and relationships.
Plans and prices
Senzing Subscription Pricing — 10M DSRs
10M DSRs · support included at no additional charge
Read 4 Oct 2026 · senzing.com
On the record
- AWS trial limit
- The AWS Marketplace free trial provides a free license for 250,000 source records.senzing.com · read 4 Oct 2026
- Cloud marketplaces
- Senzing is available through AWS Marketplace and Microsoft Marketplace and processes JSON requests and responses in real time.senzing.com · read 4 Oct 2026
- Data privacy
- Senzing says its software runs in the customer’s infrastructure and data does not flow to Senzing, Inc.senzing.com · read 4 Oct 2026
- Deployment
- The maker lists bare metal, Docker, Kubernetes, private cloud, AWS, Azure, and air-gapped deployment options.senzing.com · read 4 Oct 2026
- Evaluation license
- The SDK download includes a free license for 500 source records, and the maker says an evaluation license is needed to try more than 500 records.senzing.com · read 4 Oct 2026
- Explainability
- The homepage says resolution decisions include an audit trail showing why records matched, the features involved, and a confidence score.senzing.com · read 4 Oct 2026
- Integrations
- Senzing lists Python, Java, C#, Rust, Node.js, and an MCP server for connecting the engine to applications and AI agents.senzing.com · read 4 Oct 2026
- Purpose
- Senzing resolves fragmented records into entities and reveals relationships between them for fraud, compliance, and AI systems.senzing.com · read 4 Oct 2026
- Resolution
- The engine is described as real-time, self-tuning, self-correcting, and relationship-aware, without requiring custom training or tuning.senzing.com · read 4 Oct 2026
- Scale and speed
- Senzing says the engine boots in under one second and scales from tens to billions of records inside the customer’s infrastructure.senzing.com · read 4 Oct 2026
- Support
- Senzing says support is included with paid subscriptions at no additional charge and is free.senzing.com · read 4 Oct 2026
- Supported databases
- The v4 requirements list AWS Aurora PostgreSQL, AWS RDS for PostgreSQL, Azure SQL, Microsoft SQL Server, MySQL, Oracle, PostgreSQL, and SQLite, with record-count notes for MySQL and SQLite.senzing.com · read 4 Oct 2026
- Supported operating systems
- The v4 requirements list Amazon Linux, Debian, macOS on Apple Silicon, Red Hat, Ubuntu LTS, and Windows x86-64.senzing.com · read 4 Oct 2026
- Who it serves
- The maker describes use across financial services, healthcare, public sector, insurance, technology, and agentic AI.senzing.com · read 4 Oct 2026
