Products
How does it work?
Danny Data Anonymization transforms raw patient records into research-ready, de-identified datasets — automatically and irreversibly.
Step 1
Ingest Medical RecordsAccepts structured data, scanned PDFs, or free-text clinical notes in multiple formats.
Step 2
AI-Based PII RecognitionOur proprietary AI model identifies personal identifiable information (PII) not only in predefined fields but also hidden within free-text notes like epicrises and physician comments.
Step 3
Full One-Way AnonymizationGenerates a one-way, irreversible hash key — ensuring patient identities can never be re-linked or recovered.
Step 4
GDPR-Certified OutputAnonymized datasets are fully compliant and ready for secure sharing, RWD platforms, or internal research.
Products
Use Cases
Secure internal research and quality improvement
Anonymize patient-level oncology data for internal analyses, clinical audits, and outcome tracking — without triggering complex ethics approvals
Cross-institutional collaboration
Enable secure, compliant data sharing between hospitals, research networks, or academic institutions — while fully protecting patient identities.
Compliance with hospital data governance policies
Automate anonymization workflows to align with institutional data protection and privacy protocols, reducing manual overhead.
Enable compliant access to hospital-sourced oncology RWD
Receive high-quality, anonymized real-world data from hospitals to support feasibility, trial design, and evidence generation — with zero patient identifiers and full GDPR alignment.
Accelerate HTA and market access submissions
Use de-identified patient-level data for regulatory dossiers, value frameworks, and post-launch surveillance, with full privacy assurance.
Speed up partnerships with data holders
Reduce negotiation time by eliminating legal and compliance concerns around patient data exposure, enabling faster RWD access from hospital partners.
Products
Features
AI-Powered PII Detection
Automatically finds and removes names, dates, addresses, and phone numbers in structured and free text.
One-Way Hashing
Uses irreversible hash generation to guarantee de-identification with zero re-linking risk.
Language Support
Recognizes and anonymizes PII in 11 European languages — including English, French, German, Romanian and more.
Automation-Ready
Works as a standalone tool or integrates directly with Danny DataStruct and other modules.
Transparency & Logging
Generates full logs and audit trails for governance teams and data protection officers.
Benefits
Benefits
Advanced AI Accuracy
Our anonymization model achieves over 99% accuracy in identifying and removing sensitive information.
Unmatched Privacy Assurance
One-way anonymization ensures there is no possible re-identification, even internally.
Built for Clinical Reality
Recognizes and removes PII hidden in narrative documents like epicrises and consultation notes — not just structured fields.
Certified and Trusted
Fully certified under GDPR Article 42 as a compliant tool for medical data anonymization, active across the EU.
Experience Danny Data Anonymization and its benefits for your organization
Oncology Medial Records
AI Models Accuracy
Languages
Security
Security & Compliance
Certified under GDPR Art. 42
- Recognized as a compliant anonymization solution for medical data within the European Union.
No Personal Identifiers Retained
- All outputs are stripped of direct and indirect identifiers — structured and free text.
Compliant by Design
- Built to support GDPR, EHDS, and institutional data governance frameworks.
Deployable on-prem or cloud
- Can run within hospital infrastructure or in a secure cloud environment depending on your IT and data strategy.
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