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AWS Comprehend may miss the mark when it comes to deep, secure data masking. Protecto offers precise PII and PHI identification along with secure, accurate masking—all without extra hassle.
The Truth in Details
Take a quick look at the key shortcomings of AWS Comprehend that make Protecto a better choice:
AWS Comprehend uses standard models that miss your unique data needs. Protecto employs custom rules for better coverage.
AWS Comprehend needs extra work to add custom checks. Protecto includes them by default.
AWS Comprehend misses policy-based masking, multi-tenancy, and bulk processing. Protecto is built for large organizations.
AWS Comprehend lacks async calls, auto-scaling, and detailed audit logs. Protecto covers these needs with ease.
A full report that shows how Protecto keeps your data safe and makes your AI work better compared to AWS Comprehend. Get clear facts and numbers that explain our benefits.
FEATURES | PROTECTO | AWS COMPREHEND |
PII/PHI Identification | ||
Recall and Precision | High | Medium |
PII identification methods | Customized AI/ML Models, Algo, Regex, and Heuristic Models | Limited Models |
Custom identification | Needs extra coding | |
Custom Denied List | ||
Toxic Context (Safety) Filters | ||
Masking (Accuracy Preserving Masking) | ||
Type, Length Preserving masking | ||
Consistent Tokens | ||
Anonymization | ||
Consistent Pseudonymization | Needs extra coding | |
Vault to store PII/PHI | ||
Optional Fine-tuning for LLM’s understandability | ||
Enterprise Features | ||
Policy Based Masking | ||
Multi-tenancy | ||
Asynchronous APIs | ||
Bulk Data Processing | ||
Security, Tokenization | Random number-based tokens, BYOK | Encryption-key based |
Audit/Reporting | ||
Data Retention for Compliance | ||
Redundancy, Disaster Recovery, High Availability | ||
Autoscaling | ||
Deploy Protecto on your servers or consume it as SaaS. Either way, get the full benefits including multitenancy.
Use sync and async APIs to integrate with any part: preprocessing, context data, prompt, or response.
Protecto's architecture scales to process billions of rows or runs lightweight on-edge devices, offering versatility and efficiency.
Explore how Protecto can safeguard your sensitive data without sacrificing AI accuracy.
Learn why Protecto is better at identifying PII, with higher recall and greater accuracy.