Tamr’s AI & Machine Learning Data Mastering is a cloud-based Master Data Management (MDM) solution that automates the unification, cleansing, and enrichment of enterprise data. It combines pre-trained machine learning models with human feedback to resolve entities, deduplicate records, and deliver accurate, continuously updated “golden records.” The platform streamlines onboarding, curation, and quality assessment, enabling organizations to improve data quality, reduce operational costs, and support business initiatives with reliable, actionable data.

Key Features

Pre-trained Machine Learning Models Automates matching, linking, and deduplication across data silos.

• Continuously improving models for various data domains (customers, suppliers, people)
• Reduces manual configuration and accelerates time to value

Human Feedback Integration Empowers business users to review, override, and refine data matches.

• Simple UI for feedback and curation
• Enhances model accuracy and trust in results

Semantic Comparison with LLMs Uses large language models to contextualize and compare data.

• Identifies subtle similarities and differences
• Improves entity resolution and feature extraction

Recommendation Engine Suggests the most likely matches and narrows results using Tamr ID.

• Accelerates data mastering decisions
• Reduces ambiguity in large datasets

Streamlined, No-Code Workflows Guided, intuitive onboarding and curation process.

• Enables rapid source integration and configuration
• Designed for data stewards and domain experts

Data Quality Reporting Provides actionable insights and recommendations on data quality.

• Goes beyond basic metrics to uncover deeper issues
• Tracks improvements over time

Cloud-Native SaaS Platform Fully managed, secure, and scalable.

• No infrastructure management required
• High availability and enterprise-grade security

Benefits

Accelerated Time to Trusted Data Delivers high-quality, unified data faster than traditional MDM.

• Reduces manual effort and operational costs
• Enables real-time decision-making with current data

Improved Data Accuracy and Consistency Combines AI automation and human oversight for reliable results.

• Eliminates duplicates and errors
• Supports compliance and governance needs

Scalable and Adaptable Handles diverse, complex, and evolving data sources.

• Easily integrates new data and third-party enrichment
• Adapts to changing business requirements