Industrial Offline-First AI Inference Tooling for Regulated Industries (healthcare, legal, defense) — edge-deployed, air-gapped LLM orchestration layers with built-in compliance audit trails OpenSCAD Source

**Product Description:** Get production-ready LLM inference code optimized for air-gapped, regulated environments with automatic compliance logging—deploy AI without internet dependency or data exfiltration risks. Built for healthcare, legal, and defense teams who need AI capabilities while maintaining strict data isolation and regulatory compliance. Includes OpenSCAD source implementations with pre-built audit trails that satisfy HIPAA, GDPR, and defense security frameworks out of the box.