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. Every query resolved inside the perimeter never incurs the disclosure tax: zero bytes leave on a cache hit. How much of your traffic resolves inside is measured per workload at your deployment.
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.
Every query resolved inside the perimeter never incurs the disclosure tax: zero bytes leave on a cache hit. How much of your traffic resolves inside is measured per workload at your deployment. Industry telemetry shows how much resolution most environments leave unclaimed: 69% of input tokens are repeated context, yet only 28% of calls use any caching (Datadog State of AI Engineering 2026). Cached 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.