AI TOOL PROFILE
WitnessAI: AI Security and Governance Platform
- Security
- AI Security Platform
- Enterprise companies
- Mid-market companies
- CISOs and security leaders
- Compliance and GRC teams
Pricing
Pricing was not clearly available from the provided evidence. Buyers should confirm current pricing on the vendor website.
At a glance
- Best for
- Enterprise companies, Mid-market companies, CISOs and security leaders, Compliance and GRC teams
- Key use cases
- Securing AI Coding Workflows, Enterprise AI Compliance, Managing AI Agent Governance, Protecting Customer-Facing AI
- Official website
- Visit witness official website

How AI is used
WitnessAI is an AI security and governance platform designed for enterprise deployment. It operates at the network level, which supports monitoring AI activity without requiring browser extensions or endpoint clients, including coverage for native applications such as Windows Copilot and Office 365.
The platform is designed for CISOs, security operations, and compliance teams. It focuses on observing AI footprints to find unauthorized tools, protecting models from attacks, and controlling usage through policy-based routing and guardrails.
Buyers should confirm if the enterprise-grade feature set aligns with their specific scale and compliance needs.
Key Features
Network-Level Visibility
Identifies AI tool usage and agent activity across the network without needing endpoint clients or browser extensions.
Shadow AI Discovery
Scans the network against a catalog of AI applications to identify undocumented AI usage.
Runtime AI Defense
Is designed to block prompt injections and jailbreak attempts before they reach models and filter outputs before they reach users.
Intent-Based Classification
Uses ML models to analyze the context and intent of conversations rather than relying on keyword matching.
Intelligent Routing
Supports directing AI requests to specific models based on risk, cost, or purpose, such as routing sensitive queries to internal secure models.
Governance Logging
Generates audit trails and reports of AI interactions to help meet regulatory and compliance obligations.
Automated Red Teaming
Supports stress-testing AI models against multimodal exploits and attacks prior to production deployment.
Use Cases
Securing AI Coding Workflows
Monitoring AI coding assistants and agents to help prevent proprietary source code or secrets from leaving the network.
Enterprise AI Compliance
Using data masking and detailed logging to support industry-specific regulations like PCI DSS 4.0.1.
Managing AI Agent Governance
Tracking the activities of autonomous agents and the external tools or MCP servers they connect to.
Protecting Customer-Facing AI
Applying content guardrails to help keep chatbot responses on-brand and reduce the risk of harmful content.
FAQ
How does WitnessAI monitor AI usage without plugins?
- WitnessAI operates at the network level, which allows it to see AI activity across the network without needing browser extensions or endpoint clients.
What is Shadow AI discovery in WitnessAI?
- It is a feature that scans the company network against a catalog of AI applications to identify which unauthorized AI tools employees are using.
Does WitnessAI support compliance requirements?
- Yes, it provides governance logging, data masking, and audit trails to help organizations meet regulations such as PCI DSS 4.0.1.
Who is the target buyer for WitnessAI?
- The platform is designed for security leaders, CISOs, and compliance teams at mid-market and enterprise-level companies.
Source category: Security
Source subcategory: AI Security Platform
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