Knostic is an access management tool for large language models that helps organizations control what information employees can retrieve through AI. It follows a “need-to-know” approach, so each user only sees the data relevant to their role.
What it does
- Enforces role-based permissions for LLM usage
- Filters responses so users only receive authorized information
- Personalizes content visibility for different employees
- Provides ongoing security analysis and recommendations
Integrations and fit
Knostic integrates with corporate systems, including Microsoft Copilot and Teams. It can be used by both large enterprises and startups where preventing data leakage is a priority.
Interface and rollout notes
Administration is handled through an admin console. Initial setup may require careful configuration of roles and permissions, which can add complexity during rollout. Some employees may notice stricter limitations compared with more permissive access models. Training materials and implementation case studies are available to support deployment.

