Query Modifier is the perimeter component of the Intelligine platform that intercepts every outbound request to a public language model, rewrites identifying entities into semantically equivalent placeholders before the request leaves the customer environment, and re-binds the original entities locally on the inbound response so that the customer user receives an answer that retains the specificity of the original question.
The conventional industry approach is to redact sensitive content from the outbound prompt before it reaches the public model, which strips away the contextual content that the public model depends on for accuracy and produces a noticeably worse answer, while the Intelligine Query Modifier rewrites identifying entities into semantically equivalent placeholders, allows the public model to reason against a fully formed query, and re-binds the original entities locally on the inbound response so that no information has left the customer environment and no answer quality has been lost in the process.
The proxy preserves the semantic intent of the original query across rewrites, so that the public model receives a fully formed question and produces an answer of equivalent quality to the answer that would have been produced against the original entities.
Customer policy determines which entity classes are anonymized, which placeholder taxonomies are used, and which categories of customer data are forbidden from leaving the customer environment under any rewrite.
Every individual rewrite is logged in the customer audit store, including the original entity, the placeholder, the policy that applied, and the public model destination, so that an internal regulator or external supervisor can reconstruct any past interaction in full.
Customer data, customer identities, and customer transaction references never leave the customer-defined network boundary, because the rewriting and re-binding operations are performed locally inside the customer virtual private cloud, customer on-premises data center, or customer air-gapped environment.
A working demonstrator of the Query Modifier is exposed on the customer-facing landing page, with a single anonymous attempt available to any visitor and unrestricted use available against a verified business email address, so that the customer information security organization can evaluate the methodology against a customer-relevant scenario before any contractual engagement.