Private AI 4.0 – Confidential Company Information

Introducing Confidential Company Information (CCI) Detection and Redaction: Protect Intellectual Property in Healthcare and Research

At Private AI, we recognize that confidential company information (CCI)—from proprietary research to sensitive patient insights—is critical to driving innovation in healthcare and clinical research. With our 4.0 release, we’re introducing CCI Detection and Redaction, an advanced solution designed to protect your organization’s most valuable data assets while enabling safe, compliant collaboration.

Why CCI Detection and Redaction Matters

The healthcare and life sciences industries thrive on innovation, but protecting proprietary data is essential to ensuring patient trust, regulatory compliance, and competitive advantage. Unintentional exposure of sensitive research, trial or patient data, or operational insights can have significant consequences.

  • Safeguarding Research & Intellectual Property: Prevent unauthorized access to proprietary treatments, clinical trial methodologies, and unpublished research findings.
  • Enabling Secure AI-Powered Insights: By redacting CCI before processing, organizations can leverage AI tools and analytics without the risk of exposing sensitive data.
  • Preventing Compliance Violations: Ensure confidential information remains protected when sharing data across partners, institutions, or regulatory bodies.

Our CCI Detection and Redaction feature mitigates these risks by:

  • Detecting the Presence of CCI: Automatically scanning unstructured data to identify confidential research, organizational details, and sensitive corporate information.
  • Preventing Unauthorized Disclosure: Ensuring proprietary healthcare and research data is safeguarded against unintended exposure.
  • Maintaining Compliance & Trust: Supporting HIPAA, GDPR, and other regulatory frameworks by ensuring secure handling of confidential enterprise data.

Key Features of Our CCI Detection and Redaction

1. Extensive Entity Detection Across 50+ Languages: Identify and protect a broad range of CCI entities—including research findings, internal documentation, and proprietary patient data insights—across global datasets including:

2. Customizable CCI Entity Selection: Confidentiality requirements vary across healthcare and research organizations. Our solution allows you to define and refine which entities are classified as CCI based on your specific needs.

3. Logo Detection and Blurring: Automatically detect and blur logos in files and images to prevent unauthorized branding exposure when sharing documents with external partners or AI models.

Use Cases for CCI Detection and Redaction

Secure AI-Assisted Research & Analysis: When using AI for summarizing clinical reports or analyzing patient trends, ensure confidential insights are protected before processing.

Prevent Data Leakage in AI Training: Avoid unintentional disclosure of proprietary treatment methodologies, trial protocols, or research data when leveraging AI-driven analytics.

Protect Brand & Institutional Identity: Ensure that logos, institutional branding, and proprietary frameworks remain secure in shared datasets and collaborative projects.

Sanitize Documents for Compliance & Collaboration: Automatically redact confidential details before sharing reports with regulators, partners, or external research teams.

How CCI Detection Works

1. Data Scanning: The system scans text, files, and images to detect predefined CCI entities, using advanced machine learning models for high accuracy.

2. Entity Recognition & Redaction: Detected CCI entities are redacted or anonymized based on your privacy settings, ensuring sensitive information is protected before data is processed or shared.

3. Customizable Configuration: Tailor CCI detection to your organization’s specific needs, ensuring relevant proprietary information is always safeguarded.

Benefits of Using Our CCI Detection and Redaction

Enhanced Data Security:

Protect sensitive healthcare research, patient insights, and proprietary findings from unauthorized access or unintended leaks.

Regulatory Compliance Made Easy:

Maintain compliance with HIPAA, GDPR, and institutional data governance policies while ensuring privacy-first data sharing.

Enabling AI Innovation with Privacy:

Confidently integrate AI-driven insights into healthcare and research without compromising sensitive corporate or patient information.

Seamless Integration with Existing Workflows:

Effortlessly integrate CCI detection into your privacy pipelines, ensuring data remains secure across systems and teams.

Peace of Mind in Healthcare and Research:

Focus on advancing patient care and accelerating discoveries, knowing that confidential data remains protected at every stage.

Protect Your Competitive Advantages With Ease

With CCI Detection and Redaction, your organization can securely harness AI, collaborate with confidence, and maintain control over proprietary data—all while ensuring compliance with the highest privacy standards.

Discover how Private AI 4.0 empowers healthcare and research organizations to innovate securely without compromising sensitive information.

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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.