Introduction

Companies face the challenge of managing vast amounts of data while safeguarding personal information.

Challenges

Challenge	Description
Data Diversity	Addresses and names lack standardized formats
Regulatory Compliance	GDPR, CCPA, HIPAA each have unique requirements
Traditional Limitations	Regex-based systems require frequent updates

Regulatory Overview

• GDPR — EU data subject rights and transparency
• CCPA — California consumer privacy rights
• HIPAA — US health information protection

Solution Architecture

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Technical Details

QueryPie's approach uses transformer-based models for entity recognition.