Secure Data Extraction with Self-Hosted LLMs
Data privacy doesn't have to mean sacrificing AI capabilities
In today's data-driven business environment, extracting structured information from unstructured communications is essential—but sending sensitive personal data to third-party cloud services creates significant compliance and security risks.
Our workflow solution demonstrates how to:
- Extract personal information from unstructured text using powerful large language models
- Keep all processing on-premises using self-hosted Mistral NeMo LLM
- Maintain complete data sovereignty and regulatory compliance
- Convert unpredictable text inputs into consistent, structured JSON outputs
- Implement robust error handling for reliable production use
This approach is particularly valuable for organizations in highly-regulated industries like healthcare, financial services, and insurance, where data protection is not just a preference but a legal requirement. With this solution, you gain all the power of advanced AI while keeping sensitive data firmly within your control.