Enforce least-privilege at AI speed. Knostic finds overexposed information in your LLM to make sure no sensitive questions get answered without need-to-know.
Large Language Models can scrape content from every corner of your environment. Without guardrails, “give me recent regulatory issues” can expose incident logs, or a casual “summarize last year’s layoffs” can surface HR-restricted data. Knostic helps you reshape your answers before sensitive text ever reaches the screen.
Automatically map and categorize enterprise content based on usage patterns, relationships, and context, not just static labels.
Our policy-aware knowledge graph checks permissions, Purview labels, and custom rules.
Knostic flags overshared content and adjusts access controls before AI tools can surface sensitive information, stopping breaches at the source.
Automate and operationalize exposure assessments, policy tuning, and control validation.
Persistent visibility to log decisions, sharpen policies, and slash false positives over time.
Works out of the box; no model re-training.
Finance sees numbers, interns see abstracts, automatically.
Considers projects, sensitivity labels, and regulatory zones across the Enterprise.
No added agents or clients to slow chat down.
Granular exposure reports and traceable decisions give teams defensible proof of policy alignment.
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