Record Linkage System
LinXmart is a fast, secure, and scalable data linkage platform designed to connect your growing datasets with sophisticated management capabilities that evolve over time. Our matching system extracts maximum value from your available identifying information, delivering unparalleled accuracy and efficiency.
Advanced matching technology
Our software uses advanced and innovative matching methods to determine if records across different data collections belong to the same person. LinXmart intelligently handles missing information, information that may change over time, and data errors—including typographical mistakes—to produce highly accurate match results that you can trust.
Built for growth
Designed from the ground up to manage increasingly complex and dynamic linked datasets, LinXmart scales with your organization's needs. Whether you're dealing with small datasets today or exponentially large collections tomorrow, our system grows alongside your requirements.
Privacy-first architecture
Our integrated Privacy-Preserving Record Linkage (PPRL) technology operates on irreversibly encoded information, eliminating the need to operate on personal identifiers. You can maintain the highest privacy standards while achieving powerful linkage results.
Key Features
Project-based management
Scale your data linkage operations with confidence. Manage multiple ongoing linkage projects simultaneously, whether you're continuously linking updated datasets over time or handling one-off linkage tasks. Our project-based approach keeps everything organized and accessible.
Smart probabilistic matching
Let our intelligent algorithms do the heavy lifting. Our probabilistic matching engine provides a balanced set of defaults for accurate linkage of a broad range of datasets, and gives you the flexibility to override settings as and when your expertise in linkage matures. Alternatively, you can make use of one of our tools to interrogate your data and automatically generate settings for specific datasets.
Quality control at your fingertips
Never settle for "good enough" matches. Review and improve results with intuitive manual controls, ensuring your linked data meets your exacting quality standards. At a more advanced level, you can extract data from the system and use your own specialized tools to review and improve quality, then update LinXmart with new groupings as a batch operation.
Privacy-first data protection
Protect sensitive information without sacrificing functionality. Our advanced privacy-preserving techniques transform readable data into machine-usable formats that maintain privacy while enabling powerful linkage capabilities. Bloom filters are used in this method to ensure data protection without compromising matching accuracy.
Comprehensive reporting
Track the progress of your linkage work with detailed reporting at every step. Every linkage job generates comprehensive reports detailing performance and efficiency, and feedback on matched pairs and record groupings.. Project-level overviews with match rates between datasets provide oversight across all your linkage initiatives.
Cross-project integration
Break down data silos effortlessly. Link datasets across different projects without disrupting existing work, enabling more comprehensive analysis while maintaining project integrity.
Automated workflows
Streamline your operations from start to finish. Set up end-to-end linkage and extraction workflows that run on-demand or on automated schedules, reducing manual work and ensuring consistency.
Developer-friendly API
Integrate seamlessly with your existing systems. Our comprehensive RESTful API provides full configuration control and supports data ingestion and extraction, making LinXmart fit perfectly into your technology stack.
Remote data connectivity
Connect to data wherever it lives. Deploy our remote ingestion services alongside your data sources for secure, direct communication and uploads to LinXmart when needed. Alternatively, injest data directly from LinXmart itself.
Enterprise-ready security
Built for organizations that take security seriously. Integrate with your existing Active Directory (on-premises or Azure), manage users with granular role-based permissions, and choose from flexible deployment options including Azure cloud or on-premises virtual machines. Our multi-user platform includes intelligent job queue management for optimal performance.