PHI De-identification for Data Lakes
De-identify PHI In Data Lake Without Breaking Analytics Accuracy
Most PHI spans unstructured clinical notes and structured datasets. Protecto masks PHI across every data lake format—without compromising downstream analytics or AI model performance.
Why Protecto Wins — Others Can’t
De-identify PHI without losing context—mask clinical notes, datasets, and analytics pipelines while keeping HIPAA compliance and data utility intact.
HIPAA Safe Harbor Compliant
Identifies and masks all 18 PHI types required by HIPAA Safe Harbor across structured and unstructured healthcare data.
Format-Preserving De-identification
Retains data type integrity for phone numbers, dates, and IDs—enabling reliable downstream analytics without noise.
Context-Aware PHI Masking
AI-driven models preserve clinical meaning while masking sensitive information, delivering highest accuracy for healthcare analytics.
"Traditional masking solutions destroyed our AI's accuracy. Protecto maintained AI answer quality while securing 50 million patient records."
Leading Healthcare Company
50M
patient records secured with zero PHI leaks
4 weeks
vs 6-9 months development time
$30-60M
annual revenue enabled through compliant analytics
Hidden PHI Risks in Healthcare Data Lakes
Most de-identification tools only handle structured databases. But PHI spreads across your entire healthcare data lake. Protecto de-identifies every location where PHI can leak:
- Clinical documentation — admission notes, discharge summaries, and nursing documentation
- Unstructured text files — patient education materials, procedure notes, and progress reports
- Analytics datasets — research data, population health files, and ML training datasets
- System logs — audit trails, application logs, and user activity records containing patient identifiers
- Healthcare data lakes contain 80% unstructured PHI, yet 73% of organizations struggle with compliant de-identification at scale.
Protecto De-identifies PHI in Healthcare Data Lakes
Identify, mask, and control PHI across every healthcare data format in real time
Advanced PHI Detection
AI models identify hundreds of PHI types including HIPAA Safe Harbor's 18 identifiers across clinical notes and structured data.
AI Accuracy Preserving Masking
Preserves clinical context and relationships while masking PHI, delivering highest Response Accuracy Retention Index (RARI).
Consistent Masking
Maintains data relationships by consistently masking the same PHI entities across all healthcare data sources and formats.
Pseudonymization & Anonymization
Reversible pseudonymization for research or irreversible anonymization for maximum protection based on use case requirements.
High Volume Healthcare Processing
Asynchronous processing with built-in queuing handles massive clinical datasets efficiently with Kafka/Spark integrations.
Multi-Tenancy for Healthcare
Secure tenant separation for different hospitals, research projects, or patient populations with dedicated audit trails.
How We Compare
See why leading healthcare organizations choose Protecto over alternatives
Feature | Protecto | Others |
Risk Coverage | Full Context Protects sensitive data in prompts, context, APIs, and outputs | Prompts Only |
Context-Aware Detection | Advanced AI models to find Sensitive Data | Limited to simple text patterns |
Accuracy-Preserving Masking | Context intact for LLMs | Breaks AI reasoning |
Policy based unmasking | ||
Asynchronous Masking | ||
Flexible Deployment | ||
Auto Scaling | ||
High availability | ||
Multi-tenancy support |
Why Fortune 500 Enterprises Trust Protecto
4 weeks
deployment vs 6-9 months estimated
Zero
PHI leaks across 50M records
$30-60M
annual revenue from AI project enabled
Frequently Asked Questions
Does Protecto meet HIPAA Safe Harbor requirements?
Can Protecto handle clinical notes and unstructured healthcare text?
How does de-identification affect downstream healthcare analytics?
What's the difference between pseudonymization and anonymization?
How quickly can Protecto process large healthcare datasets?
De-identify Healthcare PHI Before Breaches Cost You
Don't let PHI violations derail your healthcare analytics. Join leading healthcare organizations who trust Protecto to de-identify sensitive data while preserving clinical utility.
- SOC2 Certified
- HIPAA Compliant
- GDPR Ready
- ISO 27001