Large Language Models (LLMs) are great productivity boosters. However, sending proprietary or personally identifiable information (PII) to public endpoints introduces severe compliance issues.
Solution: Data Shield
Data Shield acts as a reverse proxy between developers and LLM providers.
1. PII Masking: Before the payload is forwarded, a localized entity recognition engine scans the text and replaces names, phone numbers, and codes with synthetic tokens.
2. Reverse Mapping: Once the model responds, the proxy re-injects the original data back for the user view.
3. Usage Guardrails: Integrated request logs track usage spikes and trigger rate limiters to optimize cloud token costs.