Staff prompt
Summarize the indemnity clause in the contract between Jane Smith andAcme Corp.
↓ sent to the cloud LLM as
Summarize the indemnity clause in the contract between [PERSON_1] and[ORGANIZATION_1].
- regex
- client vault
- GLiNER2 NER
- sweep
Zero-Trust AI Edge Gateway
2026 – presentA FastAPI proxy that strips client PII from prompts before they reach cloud LLMs, then restores it in the reply.
- 91.4% strict recall on 187 hand-labeled entities across 5 real contracts
- 86-test pytest suite mapping each security guarantee to a test, with GitHub Actions CI
- Layered redaction: regex rules, hashed client allowlist, GLiNER2 zero-shot NER

