AWS Comprehend Alternative

Protecto vs AWS Comprehend

PII Identification and Masking for Gen AI

Discover how Protecto excels AWS Comprehend in identifying PII while maintaining AI accuracy and supporting enterprise needs.

Comparison

AWS Comprehend vs. Protecto

Compare Protecto and AWS Comprehend for PII identification, accuracy, and enterprise-readiness to determine the best data masking solution for your organization needs.

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	YES	Needs extra coding
Custom Denied List	YES	NO
Toxic Context (Safety) Filters	YES	NO
Masking (Accuracy Preserving Masking)
Type, Length Preserving masking	YES	NO
Consistent Tokens	YES	NO
Anonymization	YES	YES
Consistent Pseudonymization	YES	Needs extra coding
Vault to store PII/PHI	YES	NO
Optional Fine-tuning for LLM’s understandability	YES	NO
Enterprise Features
Policy Based Masking	YES	NO
Multi-tenancy	YES	NO
Asynchronous APIs	YES	NO
Bulk Data Processing	YES	NO
Security, Tokenization	Random number-based tokens, BYOK	Encryption-key based
Audit/Reporting	YES	NO
Data Retention for Compliance	YES	NO
Redundancy, Disaster Recovery, High Availability	YES	NO
Autoscaling	YES	NO

Preserve AI Precision With Effective Data Masking

Protecting your data shouldn’t reduce AI accuracy. Data masking tools like AWS Comprehend might impact AI performance due to limited PII identification. In contrast, Protecto maintains high precision and contextual accuracy, ensuring your AI outputs remain reliable while keeping your data secure.

Built for Enterprise. Optimized for Scale.

On-Premises or SaaS

Deploy Protecto on your servers or consume it as SaaS. Either way, get the full benefits including multitenancy.

Simple APIs

Use sync and async APIs to integrate with any part: preprocessing, context data, prompt, or response.

Auto-scale

Protecto's architecture scales to process billions of rows or runs lightweight on-edge devices, offering versatility and efficiency.

Trusted by Industry Leaders

See why businesses around the world choose Protecto for their AI data security and privacy needs.

"Protecto empowers us to protect data, bolster customer confidence, and make significant strides towards achieving full compliance across AI and non-AI applications"

Jagannath Gorti

Nokia's Head of IT Commercial Engineering

Independent Study Confirms Protecto's Superior PII Identification and Accuracy

An independent third-party study conducted by DataXpert in collaboration with UT Dallas confirms that Protecto consistently delivers higher precision and recall rates compared to AWS Comprehend. Protecto’s lower false positive rates and superior handling of sensitive data like credit card numbers and SSNs make it a reliable choice for enterprises.

Ready to Elevate Your Data Privacy?

Explore how Protecto can safeguard your sensitive data without sacrificing AI accuracy.