Knostic's Need-to-Know Based Access Controls for LLMs provide enterprises with a solution to manage and enforce access controls for large language models, ensuring that users only receive information aligned with their specific roles and responsibilities. The product offers features such as visibility into overshared content, monitoring for policy violations, and automated remediation through file-level permissions and labels. It enables organizations to define and enforce need-to-know policies, allowing employees to access necessary information while preventing data leakage. The solution integrates with enterprise AI tools like Microsoft Copilot and Glean, providing a safety net for deployment and ensuring that responses are curated to meet user needs without compromising security.