The Disclosure Tax is the institutional intelligence enterprises transmit to external LLM providers on every agent query that exits the perimeter. When a cache miss routes to a frontier model, the query content, proprietary reasoning, and business logic embedded in the prompt become part of the training data pipeline of a model the enterprise does not control. Excipio reduces the Disclosure Tax by resolving 42% of queries inside the perimeter and ensuring cache misses carry the minimum necessary context.
The Disclosure Tax is the institutional intelligence enterprises transmit to external LLM providers on every agent query that exits the perimeter. Each frontier API call exposes the reasoning, intent, and business logic embedded in the prompt to a model the enterprise does not control.
A data breach is unauthorized. The Disclosure Tax is the routine, authorized, and often unexamined cost of using frontier LLMs. Every external API call transfers enterprise reasoning to a third-party model. It is structural, not incidental.
Excipio resolves 42% of agent queries inside the perimeter through semantic caching. Those queries never reach an external LLM. For cache misses, Excipio applies sensitivity tiering to ensure only the minimum necessary context leaves the enterprise boundary.
General Counsel, Chief Legal Officers, Chief Compliance Officers, and CISOs in regulated industries. Banks, insurers, and healthcare providers face the sharpest exposure, because their agent queries embed client data, pricing logic, and proprietary compliance reasoning.
No. On-premise or private cloud LLM deployments keep queries inside the enterprise boundary. The Disclosure Tax is specific to queries routed to external frontier model APIs. Excipio supports on-premise LLM routing as a cache-miss destination for the most sensitive agent traffic.