Proxy that pseudonymizes PII to preserve RAG embeddings

Proxy that pseudonymizes PII to preserve RAG embeddings targets a $6.0B = 2M businesses × $3K ACV total addressable market with medium saturation and a year-over-year growth rate of 25% YoY — based on combined growth estimates for AI governance, data-protection tooling, and enterprise LLM adoption (Gartner/MarketsandMarkets synthesis).

Key trends driving demand: Enterprise adoption of RAG architectures is accelerating, meaning more business data is sent to LLMs — creating demand for privacy-preserving middleware.; Regulation and procurement scrutiny around data sharing with third-party AI providers is increasing, pushing companies to adopt tools that demonstrably limit exposure.; Vector search and embedding quality are business-critical for retrieval; solutions that protect PII without harming semantics unlock product value for knowledge-heavy apps..