A privacy-preserving agent fleet that lets Gemini reason over tokenized text while Gemma keeps the mapping back to sensitive values inside the trusted boundary.
Features
- Detects and replaces PII and secrets before prompts cross the trust boundary
- Uses deterministic, fail-closed gates before masked prompts leave and answers are rehydrated
- Exposes the same auditable pipeline through a web UI, REST, OpenAI-compatible APIs, MCP, and CLI clients
- Produces portable OKF evidence with request and trace IDs for every answer
Submitted to the All Things Agentic Hackathon in the Fortified Enterprise Fleet category, also targeting Best Architectural Design.