TMLink connects disparate data records across systems using advanced machine learning — so you can gain a complete, accurate view of your customers, patients, and citizens.
In today's data-driven world, organizations face a significant challenge: data fragmentation. With information scattered across multiple sources, systems, and formats, it's difficult to get a complete and accurate view of the data.
Record linkage helps overcome this challenge by connecting the dots — enabling businesses and institutions to uncover new insights, improve decision-making, and drive innovation.
A streamlined, three-stage pipeline that turns fragmented datasets into connected intelligence.
Securely log in and upload your record linkage dataset. TMLink supports various entity information including names, birthdates, and IDs. The platform's frontend, powered by Streamlit, uses APIs to manage backend logic and data storage.
Select the columns needed for linkage and deploy TMLink's advanced probabilistic models fused with transformer embeddings. Records are matched in minutes based on names, addresses, dates of birth, and more — with processing time proportional to dataset size.
Use basic or advanced search to query your linked data. TMLink generates ad hoc queries based on probabilistic linkage thresholds and supports Text-to-SQL for advanced users. Spelling variations and minor discrepancies don't hinder the linkage process.
Connecting data unlocks insights that improve every corner of your organization.
Eliminate duplicates, correct errors, and enhance overall data accuracy by linking records across sources into a single, authoritative view.
Gain a comprehensive 360° view of customer behavior, preferences, and needs by linking records across all your data systems.
With accurate and complete data, organizations can make informed decisions and drive business growth backed by reliable intelligence.
Meet regulatory requirements and manage risk by identifying potential data breaches, security threats, and compliance gaps through linked records.
TMLink powers connected data strategies across sectors where accuracy and completeness are mission-critical.
Link patient records across hospitals, clinics, and labs to improve care coordination and patient outcomes — even when records use different formats or contain data entry errors.
Connect customer data across accounts, transactions, and institutions to enhance risk management, fraud detection, and regulatory compliance.
Link citizen data across departments and agencies to improve public services, policy-making, and program delivery at scale.
Understand customer behavior and preferences across channels to drive targeted campaigns, personalization, and business growth.
Discover how TMLink can help your organization unlock the power of connected data. Schedule a personalized walkthrough with our team.
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