How should an insurance review address prompt injection?

Short answer

Describe how untrusted content could influence tool use or expose information, and what controls limit those effects. Avoid treating a filter as proof that such events cannot occur.

An illustrative example

An agent reads a document containing instructions to export records.

This is a hypothetical situation, not a real customer outcome or a coverage determination.

Three facts to prepare

• Untrusted inputs
• Tool restrictions
• Detection process

Use a brief, accurate summary. Separate confirmed facts from assumptions; keep passwords, identity numbers, private customer records and confidential documents out of an initial marketplace request.

A question to bring to the right professional

Which resulting privacy or service allegations need policy review?

An agent's important boundary is what it can actually do, for whom and under whose authority. Drafting, sending, editing, deploying and transferring funds should be described separately. Use redacted evidence of current controls and identify limits; do not represent a planned safeguard as implemented.

Sources and scope

• NIST: AI Risk Management Framework

  A voluntary framework for organizing AI risk. It is not an insurance contract, certification or determination of legal compliance.

• NAIC: cybersecurity and insurance

  General commercial cyber context; the NAIC describes cyber policies as customized. This source does not decide coverage for an AI scenario.

Sources supply the stated background, not a determination about the illustrative case. The example, checklist and discussion prompt are LunarQuote educational material. Source links checked October 5, 2026.