Knostic
Secure, tailored access control for large language models.
Key Takeaways
- What it is
- Secure, tailored access control for large language models.
- Best for
- Need-to-Know Based Access Control
- Guided User Flows
- Personalization of Information
- Rating
- 4.5/5
What is Knostic?
Knostic is a cutting-edge AI tool designed to manage and control access to large language models (LLMs) by implementing need-to-know based access controls. This tool ensures that enterprises can securely and efficiently share information, preventing data oversharing while guiding users to the exact information they need. By integrating with systems like Microsoft Copilot and offering precise personalization, Knostic enhances both security and operational efficiency across various industries.
Knostic’s unique value lies in its strict adherence to the need-to-know principle for managing information access. By ensuring that LLMs provide only relevant information based on user roles, Knostic enhances organizational security and efficiency. Its focus on secure, role-based access control sets a new standard in managing AI-driven information systems.
Knostic excels at providing a secure, role-based approach to managing information from large language models. Its innovative need-to-know access controls, combined with its ability to integrate seamlessly with existing systems like Microsoft Teams, make it an invaluable tool for organizations focused on protecting sensitive data and optimizing information management. Whether for large enterprises or growing startups, Knostic sets a high standard in data security and operational efficiency.
Who is Using Knostic?
Large Enterprises
Implementing Knostic to protect proprietary and sensitive information while managing data distribution across various departments.
Financial Institutions
Ensuring compliance with data privacy regulations and secure handling of financial data.
Healthcare Providers
Controlling access to sensitive patient information, complying with standards like HIPAA.
Educational Institutions
Managing access to research and institutional data.
Uncommon Use Cases
Non-profits using Knostic for managing volunteer data access; startups using it to streamline information flow as they grow.
Key Features
Rating Breakdown
Pricing Plans
Custom Pricing Model
- Offers tailored pricing based on the specific requirements and scale of an organization
Which Knostic plan should you pick?
Start with Free for limited catalog access and occasional scans; upgrade to Premium or Scan for higher limits, and choose Pro for unlimited API access.
Free
Good for individuals evaluating AgentMesh with limited WebUI/API access and occasional artifact scans.
Premium
Good for users who need the full catalog, higher API and upload limits, and Kirin IDE integration.
Scan
Good for users who need more daily uploads, full scan reports, scan history, and Kirin IDE integration.
Pro
Good for users who need unlimited API calls, the full catalog, larger scan capacity, and Kirin IDE integration.
Knostic Use Cases
Scan AI agent components
Upload skills, MCP packages, or IDE extensions and submit them for automated security analysis.
Outcome: Receive risk assessments and scan findings before components reach an agent or development workflow.
Secure coding assistants
Use Kirin to monitor coding assistants, IDE extensions, MCP servers, dependencies, and agent actions.
Outcome: Block or identify unsafe components and configuration changes.
Detect enterprise AI oversharing
Assess tools such as Microsoft 365 Copilot and Glean using role-specific prompts and permission-aware analysis.
Outcome: Find sensitive information that AI assistants could reveal beyond users’ need-to-know boundaries.
Protect prompts and responses
Use Prompt Gateway to inspect prompts and responses for secrets, PII, proprietary code, and prompt-injection attacks.
Outcome: Block or sanitize risky content before it reaches public LLMs or users.
Govern AI data exposure
Map permissions, roles, embeddings, indexes, SaaS exports, and AI interactions to identify data-sprawl risks.
Outcome: Prioritize remediation and strengthen sensitivity labeling and governance controls.
Workflow Ideas with Knostic
Pre-deployment AI component review
- 1Upload a skill, MCP package, or IDE extension
- 2Run the automated scan
- 3Review risk findings before approving the component
Copilot oversharing assessment
- 1Define user or department profiles
- 2Run role-specific prompts against enterprise AI search
- 3Remediate overshared permissions or labels
Secure coding-agent rollout
- 1Inventory assistants, extensions, MCP servers, and dependencies
- 2Apply Kirin policies and monitoring
- 3Review blocked actions, vulnerabilities, and policy drift
How Knostic fits into your stack
Microsoft Teams Compatibility
Integrates with Microsoft Teams to enhance collaboration and information security.
Role-Based Access Integration
Works with existing enterprise systems to enforce role-based access controls.
API Access
Provides API options for custom integrations, allowing businesses to tailor Knostic’s features to their specific needs.
Continuous Compliance Monitoring
Adapts to regulatory changes to ensure ongoing compliance with data protection laws.
Pros
- +Enhanced Security: Mitigates the risk of sensitive data leaks by strictly adhering to access permissions.
- +Increased Efficiency: Streamlines information retrieval by filtering out irrelevant data, improving user experience.
- +User-Specific Customization: Tailors content to individual needs and access levels, making information management more precise.
- +Ongoing Support and Analysis: Provides continuous assessments and recommendations to maintain optimal security and functionality.
Cons
- −Initial Setup Complexity: The initial configuration may be complex, requiring alignment with existing security protocols and user permissions.
- −Dependence on Accurate Role Definitions: Effectiveness is contingent on precise role and permission definitions within the organization.
- −Potential Resistance to Change: Employees accustomed to less restrictive access might resist new information management protocols.
Limitations & when to consider alternatives
Known limitations
- Free-tier limits. The free tier limits catalog visibility, API access, scan frequency, total uploads, and file size.
- Paid usage caps. Premium and Scan impose monthly and daily API or upload limits; Pro provides unlimited API calls but still limits upload volume.
- Maximum upload size. Free uploads are limited to 10 MB, while Premium, Scan, and Pro uploads are limited to 50 MB.
- Scan results may be published. Uploaded artifacts and scan results may become public in the AgentMesh threat-intelligence database.
- Automated assessments are not professional advice. Knostic states that risk scores and classifications are subjective automated evaluations and are not professional security advice.
Look elsewhere when
- You need a native mobile app.
- You need a desktop installer.
- You need multilingual conversational generation.
- You need model fine-tuning.
How to Use Knostic
- 1
Access a range of tutorials and case studies on Knostic’s website, covering everything from basic setup to advanced operational techniques.
Who is Knostic For?
Security teams
Knostic provides visibility, monitoring, detection, and policy controls for enterprise AI and agent security.
Governance and compliance teams
The platform supports oversight of AI usage, sensitive-data exposure, policy violations, and audit evidence.
Product and engineering teams
Knostic helps teams secure coding assistants, agents, MCP servers, extensions, dependencies, and AI-generated code.
Red teams and penetration testers
Knostic provides AI risk testing, oversharing assessments, attack simulation, and security findings.
IAM managers and CISOs
Knostic focuses on need-to-know controls, permission-aware AI access, runtime enforcement, and enterprise risk visibility.
Frequently Asked Questions
What is AgentMesh?
AgentMesh is Knostic’s trust layer for the agentic supply chain, indexing and analyzing AI-related components such as skills, MCP servers, IDE extensions, and agent plugins.
What does AgentMesh scan?
It scans AI agent skills, MCP packages, IDE extensions, and related components for malicious content and known threat patterns.
Does AgentMesh provide an API?
Yes. The API provides authenticated endpoints for listing and inspecting skills, MCP servers, extensions, scan results, and uploads.
What does the free tier include?
The free tier includes limited WebUI and API access, up to 300 indexed items per category, one scan upload per day, and a 10 MB maximum file size.
What are the paid plans?
Premium costs $15 per user monthly, Scan costs $30 per user monthly, and Pro costs $850 per user monthly.
What is Kirin integration?
Premium, Scan, and Pro include Kirin IDE integration for detecting malicious coding-assistant rules, extensions, and agent commands.
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