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What is Tonic?

Tonic offers an automated approach to creating mock data that preserves key characteristics of sensitive datasets, which allows developers, data scientists, and sales teams to work efficiently while maintaining confidentiality. By mimicking your production data, Tonic generates de-identified, realistic, and secure datasets that are ideal for testing scenarios. The data is engineered to mirror your actual production datasets, ensuring that the same narrative can be conveyed during testing. With Tonic, users gain access to safe and practical datasets designed to replicate real-world data on a large scale. This tool not only generates data that looks like production data but also acts in a similar manner, enabling secure sharing across teams, organizations, and international borders. It incorporates features for detecting, obfuscating, and transforming personally identifiable information (PII) and protected health information (PHI). Additionally, Tonic actively protects sensitive data through features like automatic scanning, real-time alerts, de-identification processes, and mathematical guarantees of data privacy. It also provides advanced subsetting options compatible with a variety of database types. Furthermore, Tonic enhances collaboration, compliance, and data workflows while delivering a fully automated experience to boost productivity. With its extensive range of features, Tonic emerges as a vital solution for organizations navigating the complexities of data security and usability, ensuring they can handle sensitive information with confidence. This makes Tonic not just a tool, but a critical component in the modern data management landscape.

What is Limina?

Limina is a context-aware data de-identification platform for detecting and transforming sensitive information across structured and unstructured enterprise data. It is designed to preserve useful context while removing or transforming information that could create privacy, security, or regulatory risks. Limina identifies PII, PHI, and PCI across more than 50 entity types, including names, Social Security numbers, credit cards, medical conditions, medications, passport numbers, and international variants. Instead of depending solely on predefined patterns, the platform analyzes contextual relationships to identify sensitive information that may span sentences, conversational turns, or unconventional formats. This approach is designed to handle challenging information such as ASR errors, OCR mistakes, handwritten forms, conversational disfluencies, multilingual content, and code-switching. Limina supports 52 languages and has been deployed across markets including the United States, Canada, United Kingdom, Germany, Japan, Hong Kong, Australia, and Switzerland. Organizations can deploy the software as a container inside their own VPC or on-premises infrastructure so data remains within their controlled environment during processing without third-party access or outbound calls. Real-time identification capabilities detect sensitive information as it appears, while data linking connects related entities and helps transform unstructured information into structured data for downstream use. Limina integrates with platforms and infrastructure including AWS, Azure, Snowflake, and NVIDIA NeMo, allowing organizations to incorporate de-identification into existing data workflows.

Media

Media

Integrations Supported

Amazon Aurora
Amazon Redshift
Apache Spark
Databricks
Google Cloud BigQuery
MongoDB
MySQL
Oracle Database
PostgreSQL
SQL Server
Snowflake
Yellowbrick

Integrations Supported

ChatGPT

API Availability

Has API

API Availability

Has API

Pricing Information

Pricing not provided

Pricing Information

Pricing not provided
Free Trial Offered?

Supported Platforms

SaaS

Supported Platforms

SaaS
On-Prem

Customer Service / Support

24 Hour Support
Web-Based Support

Customer Service / Support

24 Hour Support
Web-Based Support

Training Options

Documentation Hub
Webinars
Online Training

Training Options

Documentation Hub
Webinars
Online Training
On-Site Training

Company Facts

Organization Name

Tonic

Date Founded

2018

Company Location

United States

Company Website

www.tonic.ai/

Company Facts

Organization Name

Limina AI

Company Location

Canada

Company Website

www.getlimina.ai/

Categories and Features

Categories and Features

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