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Average Ratings 0 Ratings

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ease
features
design
support

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Write a Review

Description

Limina is a data de-identification platform that uses context-aware detection to identify and transform sensitive information without unnecessarily removing the information that makes datasets useful. It supports PII, PHI, and PCI detection across more than 50 entity types, including names, Social Security numbers, payment card information, medical conditions, medications, passport numbers, and international variations. Rather than relying exclusively on patterns and formatting rules, Limina analyzes surrounding context to identify sensitive entities that may appear across sentences or conversational turns. The platform is built to work with both structured and unstructured information, including difficult datasets containing ASR errors, OCR mistakes, handwritten forms, and conversational disfluencies. Limina supports 52 languages and multilingual or code-switching data, with deployments referenced across the United States, Canada, United Kingdom, Germany, Japan, Hong Kong, Australia, and Switzerland. Organizations can deploy Limina as a container inside their own VPC or on-premises environment, allowing data to remain within infrastructure they control without third-party access or outbound processing calls. Its data-linking capabilities connect related information while converting unstructured content into structured intelligence that can be used in downstream workflows. Limina integrates with existing technology environments including AWS, Azure, Snowflake, and NVIDIA NeMo and is designed to operate at enterprise scale. The platform is intended for healthcare, pharmaceutical, financial services, insurance, technology, and other regulated organizations that need to balance privacy and compliance requirements with continued use of sensitive datasets.

Description

Shaip is a comprehensive AI data platform delivering precise and ethical data collection, annotation, and de-identification services across text, audio, image, and video formats. Operating globally, Shaip collects data from more than 60 countries and offers an extensive catalog of off-the-shelf datasets for AI training, including 250,000 hours of physician audio and 30 million electronic health records. Their expert annotation teams apply industry-specific knowledge to provide accurate labeling for tasks such as image segmentation, object detection, and content moderation. The company supports multilingual conversational AI with over 70,000 hours of speech data in more than 60 languages and dialects. Shaip’s generative AI services use human-in-the-loop approaches to fine-tune models, optimizing for contextual accuracy and output quality. Data privacy and compliance are central, with HIPAA, GDPR, ISO, and SOC certifications guiding their de-identification processes. Shaip also provides a powerful platform for automated data validation and quality control. Their solutions empower businesses in healthcare, eCommerce, and beyond to accelerate AI development securely and efficiently.

API Access

Has API Yes 

API Access

Has API No 

Screenshots View All

Screenshots View All

Integrations

ChatGPT Yes 

Integrations

ChatGPT No 

Pricing Details

No price information available.
Free Trial Yes 
Free Version No 

Pricing Details

No price information available.
Free Trial No 
Free Version No 

Deployment

Web-Based Yes 
On-Premises Yes 
iPhone App No 
iPad App No 
Android App No 
Windows No 
Mac No 
Linux No 
Chromebook No 

Deployment

Web-Based Yes 
On-Premises No 
iPhone App No 
iPad App No 
Android App No 
Windows No 
Mac No 
Linux No 
Chromebook No 

Customer Support

Business Hours No 
Live Rep (24/7) Yes 
Online Support Yes 

Customer Support

Business Hours Yes 
Live Rep (24/7) Yes 
Online Support Yes 

Types of Training

Training Docs Yes 
Webinars Yes 
Live Training (Online) Yes 
In Person Yes 

Types of Training

Training Docs Yes 
Webinars Yes 
Live Training (Online) Yes 
In Person Yes 

Vendor Details

Company Name

Limina AI

Country

Canada

Website

www.getlimina.ai/

Vendor Details

Company Name

Shaip

Country

United States

Website

www.shaip.com

Product Features

Product Features

Data Labeling

Human-in-the-loop No 
Labeling Automation No 
Labeling Quality No 
Performance Tracking No 
Polygon, Rectangle, Line, Point No 
SDK No 
Supports Audio Files No 
Task Management No 
Team Collaboration No 
Training Data Management No 

Machine Learning

Deep Learning No 
ML Algorithm Library No 
Model Training No 
Natural Language Processing (NLP) No 
Predictive Modeling No 
Statistical / Mathematical Tools No 
Templates No 
Visualization No 

Alternatives

Alternatives

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