Local-first PII detection and anonymisation for AI workflows.
DataAnonymiser helps detect and anonymise sensitive information before documents and data are shared with AI systems.
Using AI with confidential information creates a simple problem: sensitive data may leave your device before it is processed.
DataAnonymiser is built around a privacy-first workflow:
Original data → Detect PII locally → Anonymise → Use with AI
Personally identifiable information can be removed or replaced before content is shared with services such as ChatGPT, Claude, or other LLMs.
Sending sensitive information to another cloud service for anonymisation can simply move the privacy problem elsewhere.
DataAnonymiser is designed around processing sensitive information locally before it is shared with external AI services.
We use this organization to explore and share resources related to:
Models, datasets, demos, and other resources will be added over time.
Protect sensitive data before sharing it with AI.