Free LLM-based Vulnerability Scans for Open Source Projects
2 March 2026
Knostic pinpoints critical exposures in real time and streamlines governance across the enterprise.
Knostic uses AI to locate duplicated, archived, or misplaced data. It reveals exposures traditional tools miss across embeddings, vector stores, indexes, and SaaS exports.
Knostic identifies ownership, traces data lineage, and visualizes who can access each copy, giving teams clarity and accountability for every exposure.
Tighten permissions and apply labels where most needed. Knostic ranks exposures by sensitivity and business impact, then guides teams to remediate with targeted fixes.
Map sensitive data across embeddings, indexes, caches, and SaaS exports
Model least-privilege access by role and flag exposures beyond business need
Identify true content owners and trace propagation paths for accountable cleanup.
Focus effort on exposures with the greatest business and compliance impact
Tailored advice for adjusting permissions, retention, and labeling to control sprawl
Knostic keeps your AI adoption remains secure and compliant. It discovers hidden copies of sensitive data, maps access and ownership, and guides teams to remediate high-impact risks.
