Overview

TigerGraph Entity Resolution is a powerful graph-based solution designed to connect, cleanse, and unify disparate data sources across an enterprise. It enables businesses to identify and merge duplicate or related entities by leveraging advanced graph algorithms and machine learning. This technology creates a single, trusted view of entities such as customers, products, or assets, empowering decision-makers with accurate, holistic insights. The solution excels in handling complex relationships and large-scale data, enabling real-time, scalable, and precise entity matching to drive improved analytics, compliance, and operational efficiency.

Features and Capabilities

• **Graph-Based Entity Matching: **Utilizes native graph processing to uncover complex entity relationships beyond simple attribute matching.
• **Machine Learning Integration: **Incorporates ML models to improve accuracy of entity matching through adaptive learning from data patterns.
• **Scalable & Real-Time Processing: **Handles massive datasets efficiently with parallel, distributed graph computation for near real-time entity resolution.
• **Flexible Data Ingestion: **Supports diverse data sources including structured, semi-structured, and unstructured data from multiple systems.
• **Automated Data Cleansing: **Detects and corrects errors, inconsistencies, and incomplete data during the resolution process.
• **Customizable Matching Rules: **Allows users to define and tune rules, thresholds, and heuristics for entity comparison to fit specific business contexts.
• **Visualization and Analytics: **Provides intuitive graph visualizations to explore entity networks and relationships for better insights.
• **Integration Ready: **Easily integrates with existing data infrastructure, BI tools, and downstream applications.
• **Compliance and Risk Management: **Helps organizations maintain data quality for regulatory compliance, fraud detection, and risk mitigation.
• **Unified Customer View: **Enables creation of a single, 360-degree view of customers or assets for improved marketing, sales, and service.