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About

Knostic is an enterprise AI security and governance platform designed to prevent data leakage and control how large language models access and share information within organizations. It introduces “need-to-know”–based access controls that dynamically determine what information an AI system can reveal based on user roles, context, and intent, rather than relying solely on static file permissions. It focuses on the knowledge layer between raw data and AI-generated responses, analyzing how information is inferred, combined, and delivered to ensure sensitive content is not overshared. Knostic provides continuous visibility into AI usage across tools like Copilot and other LLM-powered assistants, identifying risks such as semantic oversharing, inference-based exposure, and unauthorized knowledge access. It simulates real-world prompts to uncover hidden vulnerabilities before deployment, assigns quantified risk scores, and enables organizations to enforce granular policies.

About

Willow is an enterprise platform for governing AI agents, tools, MCP servers, skills, and plugins. It connects agents such as Claude, ChatGPT, Cursor, Codex, Gemini, n8n, and custom agents to internal systems and SaaS tools, including Jira, GitHub, Slack, and databases, through an MCP gateway. Agents receive human-linked identities, scoped permissions, and audit trails. Security teams define policies, while employees self-serve approved connectors, skills, and plugins. Features include shadow AI discovery; PII redaction and prompt-injection inspection; app- and action-level permissions; SSO, SCIM, and RBAC with Okta, Entra ID, and JumpCloud; SIEM export; token and cost monitoring; and background agents. Willow is available as SaaS, dedicated cloud, or on-premises in a customer VPC. It holds SOC 2 Type II attestation, is GDPR-ready, and is used in production at Wix, Innovid, and Riskified.

Platforms Supported

Windows Not Supported
Mac Not Supported
Linux Not Supported
Cloud Supported
On-Premises Not Supported
iPhone Not Supported
iPad Not Supported
Android Not Supported
Chromebook Not Supported

Platforms Supported

Windows Supported
Mac Supported
Linux Not Supported
Cloud Supported
On-Premises Supported
iPhone Not Supported
iPad Not Supported
Android Not Supported
Chromebook Not Supported

Audience

Enterprise security and compliance teams that need to control how AI assistants access and share sensitive organizational knowledge

Audience

Enterprise security, IT, and AI enablement teams governing AI agent adoption.

Support

Phone Support Not Supported
24/7 Live Support Not Supported
Online Supported

Support

Phone Support Not Supported
24/7 Live Support Not Supported
Online Supported

API

Offers API Supported

API

Offers API Supported

Screenshots and Videos

Screenshots and Videos

Pricing

Free
Free Version Supported
Free Trial Not Supported

Pricing

$0
Free plan: $0 forever, up to 15 users and 15 integrations, with unlimited tool calls. The in-app Team plan is available to organizations below 250 seats. Enterprise pricing is annual per human seat with volume tiers; contact the vendor for a quote.
Free Version Supported
Free Trial Supported

Reviews/Ratings

Overall 0.0 / 5
ease 0.0 / 5
features 0.0 / 5
design 0.0 / 5
support 0.0 / 5

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Review this Software

Reviews/Ratings

Overall 0.0 / 5
ease 0.0 / 5
features 0.0 / 5
design 0.0 / 5
support 0.0 / 5

This software hasn't been reviewed yet. Be the first to provide a review:

Review this Software

Training

Documentation Supported
Webinars Not Supported
Live Online Supported
In Person Not Supported

Training

Documentation Supported
Webinars Not Supported
Live Online Supported
In Person Not Supported

Company Information

Knostic
Founded: 2023
United States
www.knostic.ai/

Company Information

Willow
Founded: 2025
Israel
withwillow.ai

Alternatives

Alternatives

Categories

Categories

AI Agent Security Supported
AI Control Planes Supported
AI Governance Supported
AI Usage Control Supported
MCP Gateways Supported

Integrations

Claude Supported
Cursor Supported
GitHub Not Supported
Jira Not Supported
JumpCloud Not Supported
Lovable Supported
Microsoft Entra ID Not Supported
Model Context Protocol (MCP) Not Supported
Okta Not Supported
OpenAI Codex Not Supported
OpenClaw Supported
Replit Supported
Slack Not Supported

Integrations

Claude Supported
Cursor Supported
GitHub Supported
Jira Supported
JumpCloud Supported
Lovable Not Supported
Microsoft Entra ID Supported
Model Context Protocol (MCP) Supported
Okta Supported
OpenAI Codex Supported
OpenClaw Not Supported
Replit Not Supported
Slack Supported
Claim Knostic and update features and information
Claim Knostic and update features and information
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