AI Usage Control (AI-UC): How to Prevent AI Misuse
19 November 2025
A new era requires a new set of solutions
Knostic delivers it
Knostic simulates, detects, and prevents knowledge exposure before AI deployment. Get certainty your enterprise data stays secure.
Deploying Copilot without proper controls opens your organization to critical vulnerabilities that traditional security tools miss.
AI assistants expose confidential information across organizational silos, bypassing existing permissions.
Outdated documents and deprecated policies create compliance gaps and misinformation risks.
Security controls degrade over time as data governance rules become inconsistent and outdated.
Simulate AI behavior to identify knowledge-level vulnerabilities before deployment.
Implement role-based access policies and automated labeling systems.
Real-time detection of policy drift and emerging exposure risks.
Executive dashboards and audit trails demonstrate compliance and ROI.
Knostic tests over 20 prompt patterns per user persona, revealing hidden oversharing paths that traditional tools miss.
Identifies inference-based exposures where AI combines data inappropriately across security boundaries.
Tests each user persona against realistic scenarios to predict actual AI behavior patterns.
Provides 0-100 readiness scores with specific recommendations for improvement.
Automated Policy Implementation - deploy role-based controls and sensitivity labeling without complex configuration or coding requirements.
Continuous surveillance detects policy drift and new vulnerabilities as your data environment evolves.
Policy drift monitoring ensures immediate threat response.
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Identifies overshared data and anomalous knowledge access patterns.
Complete visibility across all data sources and AI interaction points.
Executive Visibility
Board-ready dashboards translate technical metrics into business impact, showing compliance status and risk reduction.
Don't wait for a security incident. Get your personalized AI readiness score and actionable recommendations in minutes.
Leading enterprises trust Knostic to secure their AI initiatives while enabling innovation.
Average decrease in data exposure incidents within 30 days of deployment.
Organizations achieve near-perfect compliance with automated enforcement.
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Accelerated AI rollout with confidence in security controls.
Discover your organization's AI exposure level with our comprehensive diagnostic tool. No commitment required.
Use Cases
Knostic is the comprehensive impartial solution to stop data leakage.
