Data Privacy and On-Premise LLMs
Guidelines for implementing Artificial Intelligence models ensuring maximum GDPR compliance and trade secret protection.
The Operational Context
The adoption of Artificial Intelligence in large enterprises is often hindered by privacy concerns. Using public APIs to process financial data, patents, or customer personal data is a direct violation of corporate security policies and GDPR.
Enterprise Risks
A data leak or data breach resulting from the improper use of unapproved AI tools (Shadow AI) can cause irreversible reputational damage and multi-million fines (up to 4% of global annual turnover under GDPR). The inability to innovate securely stalls growth.
The AiChain Solution
Implement On-Premise or Private Cloud LLMs. AiChain Solutions designs AI architectures where the model resides entirely within your infrastructure. Data never leaves your servers, ensuring total Data Sovereignty and legal compliance.
Total Isolation: No data is sent to external servers for training (Zero Data Retention policy).
Immutable Audit Trail: Every AI interaction is recorded on Blockchain to ensure certified and unalterable traceability (crucial for eIDAS compliance).
Role-Based Access Control (RBAC): The AI answers based on user permissions; an employee can never query the AI about HR documents without proper clearance.