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The Privacy Layer for Pharmaceutical & Contract Research Organizations

De-identify clinical data to meet HIPAA Expert Determination & GDPR standards.

Private AI is used by several leading pharmaceutical companies and contract research organizations

Comply with HIPAA & the GDPR

Data minimization is a key requirement of multiple standards and regulations, including HIPAA Safe Harbor and HIPAA Expert Determination requirements, and Article 5.1 of the GDPR states that “Personal data shall be: adequate, relevant and limited to what is necessary in relation to the purposes for which they are processed (‘data minimisation’). 

Satisfying the requirements of these regulations requires highly accurate and efficient PII detection across terabytes, if not petabytes, of structured data with free text fields, which include doctor’s notes, clinical trials data, patient charts, DICOM images, and other medical information used for research, is particularly complex to handle: OCR errors, multilingual and multinational information, ASR transcription errors, conversational disfluencies, and a multitude of unexpected document formats all have to be addressed.

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Selected PII Detection And Redaction Use Cases

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Unlock Data For Your Data Science Teams & Get Your Generative AI POCs Into Production

Generative AI has the potential to transform the pharmaceutical and clinical trials industries, but data privacy is a key concern when using these systems, even preventing organizations from adopting technologies which would save them countless hours during the clinical trial process where the clock is ticking. 

Private AI has been a leading data de-identification provider to the conversational AI industry for several years. It is specially optimized for chatbots and conversational data across 53 languages.

Private AI also increases the effectiveness and speed of data science and AI projects by quickly unlocking access to internal data sources as a PII firewall for any data going into data science teams. Examples of such data are claim forms, where PII includes names, addresses, and contact details.

Automatically De-Identify Data Accurate Enough To Meet HIPAA Expert Determination Requirements

The Health Insurance Portability and Accountability Act (HIPAA) Privacy Rule sets a national standard in the US for the protection of individuals’ medical records and other protected health information (PHI). The HIPAA Privacy Rule allows for health information to be de-identified using two methods: the Safe Harbor method, which requires the removal of certain specified identifiers, and the Expert Determination method, where a qualified expert applies statistical or scientific principles to determine whether the risk is “very low” that the information could be used, alone or in combination with other reasonably available information, by an anticipated recipient to identify an individual.


Private AI can help organizations with both HIPAA Safe Harbor and HIPAA Expert Determination requirements.

Unrivaled Accuracy

Private AI has the most accurate PII detection engine on the market and is optimized for a wide variety of common documents within the pharmaceutical industry, such as clinical trials data, DICOM images, and patient records.

Built for Enterprise

On-premise or self-hosted deployment in your cloud environment, bank-level security, and custom models. Private AI is currently deployed within multinational financial services organizations, government, and big tech, efficiently processing billions of API calls per month.

No Rules and Regexes

Rule, regex and filter-based systems are difficult to set up correctly and require a lot of maintenance. Private AI’s PII detection engine understands the context of a document similar to how a human would, resulting in fast turnkey setup, installation and operation as well as superior accuracy.

Your One Stop Shop

Easily process data across your entire organization. Private AI supports over 50 languages, a wide variety of file types, and can easily be integrated anywhere in your data processes. Deployed in Japan, Hong Kong, Australia, USA, Canada, Germany, UK, Switzerland, and more, Private AI is built for handling multinational information.

See our Redaction Capabilities in Real-Time

Type your text into the demo or select a pre-populated example from the list on the left to see our AI-powered solution in action:

Redact PDFs & Files

Upload a file into the box below to see our PDF and file redaction capabilities. Files must be less than 5MB and processing may take up to 1-2 minutes depending on the file size.

Mitigate LLM Privacy Concerns with PrivateGPT

With PrivateGPT, businesses can easily scrub out any personal information that would pose a privacy risk before it’s sent to ChatGPT, and unlock the benefits of cutting edge generative models without compromising customer trust.  

Create a free account to try PrivateGPT today:

Get a free API Key

Create a free account on our customer portal and generate a free API key for 500 calls (approximately 50k words). No commitment, no credit card required!

See our Redaction Capabilities in Real-Time

Type your text into the demo or select a pre-populated example from the list on the left to see our AI-powered solution in action:

Redact PDFs & Files

Upload a file into the box below to see our PDF and file redaction capabilities. Files must be less than 5MB and processing may take up to 1-2 minutes depending on the file size.

Mitigate LLM Privacy Concerns with PrivateGPT​

With PrivateGPT, businesses can easily scrub out any personal information that would pose a privacy risk before it’s sent to ChatGPT, and unlock the benefits of cutting edge generative models without compromising customer trust.  

Create a free account to try PrivateGPT today:

Ready to Unlock Your Data?

Download the Free Report

Request an API Key

Fill out the form below and we’ll send you a free API key for 500 calls (approx. 50k words). No commitment, no credit card required!

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.