Data De-Identification for Regulated Industries
Organizations rely on Info Incognito to reduce re-identification risk while preserving the value of their data.
Healthcare | Life Sciences | Financial Services | Research | Technology
Data De-Identification for Regulated Industries
Organizations rely on Info Incognito to reduce re-identification risk while preserving the value of their data.
Healthcare | Life Sciences | Financial Services | Research | Technology
Organizations We Serve
We work with a wide range of organizations that handle sensitive and regulated data.
Healthcare
Hospitals, health systems, providers, and healthcare technology companies.
Life Sciences
Pharmaceutical, biotechnology, medical device, and clinical research organizations.
Financial Services
Organizations working with regulated financial and consumer information.
Research & Academia
Universities, research institutes, and organizations advancing scientific discovery.
Technology & Data
Technology companies and data-driven organizations managing sensitive data for analytics, development, testing, and AI.
Get More Value From Your Data
We help organizations safely use sensitive data for analytics, AI, research, development, testing, and data sharing while reducing re-identification risk.
Production Data
Create safer copies of production data for development and testing.
Analytics & AI
Prepare sensitive datasets for analytics, machine learning, and AI initiatives.
Clinical Research
Enable research use while protecting individual privacy.
Medical Images
De-identify DICOM and other medical-image formats while maintaining critical imaging metadata.
Data Sharing
Prepare data for sharing with researchers, partners, vendors, and other authorized recipients.
Regulatory Compliance
Support documented de-identification programs addressing applicable privacy requirements.
Expertise Where Privacy, Data and Technology Meet
Our customers trust us because we combine deep privacy expertise with technical and analytical capabilities.
Risk-Based Methodology
We evaluate the re-identification risk and develop de-identification strategies appropriate to the intended use of the data.
Preserve Data Utility
De-identification should protect individuals without unnecessarily destroying the analytical value of the data.
Technical Expertise
Our team combines expertise in data engineering, databases, software development, mathematics, statistics, and privacy.
Documented Results
We provide documentation supporting the methodology, transformation process, verification activities, and results.
Examples of the Challenges We Solve
We work with organizations across industries to solve complex data privacy challenges.
Pharmaceutical Clinical Trials
Challenge
Large volumes of clinical data and medical images need to be protected for research while preserving sensitive information.
Solution
Custom data and image processing to remove or de-identification and associated PHI while preserving data utility.
Healthcare Data
Challenge
Production data needed to be made available for development, testing, analytics, or research.
Solution
De-identification methods designed to preserve data utility while reducing privacy risk.
Medical Imaging
Challenge
Medical images contained sensitive information in both metadata and image pixels.
Solution
De-identify DICOM and other image formats, including metadata processing and pixel-level redaction where required.
Regulated Financial Data
Challenge
Historical consumer information needed to remain useful while addressing regulatory privacy requirements.
Solution
A structured, risk-based approach to identifying and mitigating re-identification risk while preserving analytical value.
Trusted With Sensitive Data
Organizations rely on us to handle their most sensitive and complex data.
Sensitive Data
Healthcare, financial, consumer, and other regulated information.
Complex Data
Databases, files, clinical data, DICOM, medical images, and proprietary formats.
High-Stakes Use Cases
Research, analytics, AI, development, testing, clinical trials, and data sharing.
Built for Regulated Data Environments
We understand the requirements of highly regulated industries and help you address applicable privacy frameworks.
HIPAA
Safe Harbor and Expert Determination
GDPR
Anonymization and protection of personal data
Financial Services
Privacy and protection of regulated financial and consumer information
From Data to Possibilities
A proven process to help you safely use your data.
Sensitive Data
Identify and understand your data.
Data Assessment
Identify direct and indirect identifiers.
Risk Analysis
Evaluate re-identification risk and define the risk threshold.
De-Identification
Apply appropriate transformation techniques.
Verification
Confirm results meet the threshold.
Documented Results
Data ready to be validated and used.
Have a Sensitive Data Challenge?
Whether you're preparing data for analytics, AI, research, development, testing, or sharing, we can help you determine an appropriate de-identification approach.