- Tool type
- Enterprise AI security and governance platform
- Made for
- Enterprise security, compliance, and IT leaders
- Runs on
- Vendor-hosted platform with single-tenant option
- Marketing copy mentions a single tenant environment with data sovereignty; other deployment details are not stated.
- Last checked
- 29 Oct 2026
What it does
WitnessAI is an enterprise AI security and governance platform. It takes in AI activity from employees and AI agents, including prompts, responses, agent actions, tool connections, and MCP server interactions, and produces visibility, classification, policy enforcement, audit trails, and reports. It also applies runtime protection to models, applications, and agents, including blocking prompt injection and jailbreak attempts and filtering outputs before users see them.
Teams use it to catalog AI applications and agents in use, enforce role- or department-based usage policies, redact sensitive data in real time, trace agent actions to human identities, and route prompts to different models by risk, cost, or purpose. Developers can use it to secure AI coding tools and control agent access to MCP servers and tools. It also describes automated AI red-teaming before deployment and AI spend analysis.
WitnessAI is aimed at enterprise security, compliance, and IT leaders. Access begins with a demo request or contact form; no self-serve sign-up, published pricing, or free tier is described. Runtime protection is described for supported agent workflows, so coverage depends on the environment. Specific integrations and deployment details should be confirmed with the vendor.
What it can do
- Discover and catalog AI applications, agents, and MCP servers in use across employees and agents
- Visualize AI conversations and agentic activity, including prompts and responses, in real time
- Apply role-, department-, and intent-based governance policies and generate audit trails
- Redact or mask sensitive data in real time
- Block prompt injection and jailbreak attempts and filter harmful outputs before delivery
- Automate AI red-teaming to find vulnerabilities before deployment
Before you choose
- Runtime protection is described for 'supported agent workflows,' so confirm which agent platforms are covered.
- Pricing is not published; obtain a quote through sales.
- Specific integrations, supported models, and deployment configurations should be verified directly with WitnessAI.
Listed under
Get started
The site routes prospects to a demo request; no self-serve sign-up is described.
- Request a demo through the WitnessAI website to be connected with the security team.
- Identify the employee AI tools, AI applications, MCP servers, and agents to be discovered and governed.
- Define role-, department-, or intent-based policies and sensitive-data redaction rules for the environment.
Plans and prices
Pricing and billing terms must be confirmed with WitnessAI; contact the sales team for a quote.
We couldn’t find published prices for WitnessAI.
Ratings and reviews
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