How CAPE Works
A sophisticated pipeline that intelligently processes and protects sensitive data through advanced NLP and context-aware pseudonymization
Input Handling
Receive and preprocess text data with intelligent parsing and validation
Named Entity Recognition
Leverage BERT-large-cased-finetuned-conll03-english for precise entity identification
Context Classification
Utilize DeBERTa-v3-base to understand contextual relationships and sensitivity levels
Policy Engine
Apply intelligent privacy policies based on context, entity type, and sensitivity
Pseudonymization
Generate consistent, reversible pseudonyms while maintaining data relationships
Output to LLMs
Deliver privacy-protected data optimized for large language model consumption
Ready to Experience CAPE?
See how our advanced pipeline transforms your sensitive data into privacy-protected, LLM-ready content.
Performance & Models
Powered by state-of-the-art models with exceptional accuracy across diverse contexts
BERT-Large Model
Named Entity Recognition
dbmdz/bert-large-cased-finetuned-conll03-english
DeBERTa-v3 Model
Context Classification
microsoft/deberta-v3-base
NER Model Performance
Context Classification Accuracy
Overall Performance Metrics
Accuracy
Precision
Recall
F1-Score
Powerful Features
CAPE delivers enterprise-grade privacy protection with cutting-edge technology and intelligent automation
Context-Aware Privacy
Intelligently understands context to apply appropriate privacy measures while preserving data utility and relationships.
Consistent Pseudonymization
Maintains consistency across documents while ensuring the same entities receive identical pseudonyms.
Audit-Ready Mapping
Comprehensive mapping system for compliance audits with full traceability and reversibility when authorized.
Modular Architecture
Flexible, scalable design that adapts to different use cases, industries, and privacy requirements.
Seamless LLM Integration
Optimized output format designed specifically for large language model consumption and processing.
Enterprise Security
Bank-grade security with end-to-end encryption, secure key management, and zero-trust architecture.
Ready to Transform Your Data Privacy?
Experience the power of context-aware pseudonymization and see how CAPE can protect your sensitive data while maintaining its utility.
About CAPE
The Context-Aware Pseudonymization Engine represents a breakthrough in privacy-preserving technology, born from the critical need to protect sensitive data in our AI-driven world.
Our Mission
In an era where artificial intelligence and large language models are revolutionizing how we process information, the challenge of protecting sensitive data has never been more critical. Traditional anonymization techniques often fall short, either compromising data utility or failing to provide adequate protection.
CAPE was conceived to bridge this gap—delivering enterprise-grade privacy protection while preserving the contextual relationships that make data valuable for AI applications. Our context-aware approach ensures that sensitive information is protected without sacrificing the intelligence and insights that drive innovation.
We believe that privacy and utility should not be mutually exclusive. CAPE makes it possible to harness the full power of your data while maintaining the highest standards of privacy protection.
Our Core Values
Privacy First
Every decision is made with privacy and data protection as the top priority.
Research Driven
Built on cutting-edge research in NLP, machine learning, and privacy engineering.
Community Focused
Designed to serve organizations, researchers, and developers worldwide.
Innovation Led
Continuously pushing the boundaries of what's possible in privacy technology.