What is PHI?

phi

PHI stands for “Protected Health Information” and can include information about an individual such as blood type, condition, injury, etc. This term is subject to a lengthy and complex definition in a regulation under the US Health Insurance Portability and Accountability Act of 1996 (HIPAA), which we will examine in detail below. The term is … Read more

What is PCI?

pci

PCI is often mentioned in the triage PII, PHI and PCI in the context of data protection. PCI stands for “Payment Card Industry” data, which includes information such as bank account numbers, credit card numbers, card expiration dates, CVV numbers, etc. This article zeroes in on PCI and explains what data is captured under this … Read more

ChatGPT Privacy Concerns: How to Leverage LLMs While Maintaining Data Privacy

ChatGPT took the world by storm, and companies everywhere are leveraging the OpenAI tool to streamline their processes, improve productivity, and enhance customer experience. But how much can we trust LLMs with business data? What are the biggest ChatGPT privacy concerns? How can we leverage the tool while maintaining privacy? We explore the answers.  Just … Read more

GDPR in Germany: Challenges of German Data Privacy

GDPR in Germany - GDPR stars with German flag

With more than 100 million German speakers worldwide, there are many use cases for redacting personal data from German text, including compliance with the GDPR in Germany and elsewhere. With many privacy-preserving de-identification solutions being optimized for English, you might expect that transferring the same approaches to its close linguistic relative, German, would be simple. … Read more

What is PII?

pii

With data privacy becoming an increasingly hot topic as major data breaches make headlines around the globe, the biggest question typically is: “What PII was exposed?” But what is PII? PII stands for “Personally Identifiable Information.” It generally refers to any information that can be used to identify a particular person such as names, credit … Read more

Direct and Indirect Personal Identifiers: What are they?

Personal Identifiers

In this blog post, we examine the two types of Personal Identifiers: direct and quasi- (or indirect) identifiers, why we care about distinguishing them, and what challenges they pose regarding compliance with data privacy laws and regulations. In short, both direct and quasi-identifiers refer to pieces of information that can be used to identify an … Read more

What Is Sensitive Information?

a lock with coded numbers and letters

Data privacy is becoming an increasingly important topic in an increasingly digitized world where powerful technologies are more and more able to sift through datasets unmanageable for the human mind. Big Data analytics is not only able to detect general trends from the wealth of data available, but it can draw out valuable insights and … Read more

What are PII, PCI, and PHI?

What is PII

In an increasingly digital world where customer data is being collected at various touchpoints, the protection of personal information is becoming increasingly important for businesses worldwide. There are three core types of personal information that global privacy regulations require protection of: Personally Identifiable Information (PII), Payment Card Industry (PCI) data, and Protected Health Information (PHI). … Read more

The Cost of a Data Breach

data breach cost

The latest data breaches are a regular topic in the news. Raising awareness about the prevalence and severity of the issue, as well as how the financial impact on the business can be limited is what we contribute with this article. We thereby focus on the tangible immediate and long-term costs and the aggravating and … Read more

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Language Packs

Expand the categories below to see which languages are included within each language pack.
Note: English capabilities are automatically included within the Enterprise pricing tier. 

French
Spanish
Portuguese

Arabic
Hebrew
Persian (Farsi)
Swahili

French
German
Italian
Portuguese
Russian
Spanish
Ukrainian
Belarusian
Bulgarian
Catalan
Croatian
Czech
Danish
Dutch
Estonian
Finnish
Greek
Hungarian
Icelandic
Latvian
Lithuanian
Luxembourgish
Polish
Romanian
Slovak
Slovenian
Swedish
Turkish

Hindi
Korean
Tagalog
Bengali
Burmese
Indonesian
Khmer
Japanese
Malay
Moldovan
Norwegian (Bokmål)
Punjabi
Tamil
Thai
Vietnamese
Mandarin (simplified)

Arabic
Belarusian
Bengali
Bulgarian
Burmese
Catalan
Croatian
Czech
Danish
Dutch
Estonian
Finnish
French
German
Greek
Hebrew
Hindi
Hungarian
Icelandic
Indonesian
Italian
Japanese
Khmer
Korean
Latvian
Lithuanian
Luxembourgish
Malay
Mandarin (simplified)
Moldovan
Norwegian (Bokmål)
Persian (Farsi)
Polish
Portuguese
Punjabi
Romanian
Russian
Slovak
Slovenian
Spanish
Swahili
Swedish
Tagalog
Tamil
Thai
Turkish
Ukrainian
Vietnamese

Rappel

Testé sur un ensemble de données composé de données conversationnelles désordonnées contenant des informations de santé sensibles. Téléchargez notre livre blanc pour plus de détails, ainsi que nos performances en termes d’exactitude et de score F1, ou contactez-nous pour obtenir une copie du code d’évaluation.

99.5%+ Accuracy

Number quoted is the number of PII words missed as a fraction of total number of words. Computed on a 268 thousand word internal test dataset, comprising data from over 50 different sources, including web scrapes, emails and ASR transcripts.

Please contact us for a copy of the code used to compute these metrics, try it yourself here, or download our whitepaper.