WitnessAI

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Score6.5

Rank#5 of 28

Free planNo

Runs onAPI, Web, Windows

Summary

WitnessAI is an enterprise AI security and governance platform for employee, model, application, and agent AI use. It discovers AI applications, agents, and MCP servers, and can display prompts, responses, and agent activity in real time. Its catalog detects more than 4,000 AI applications without an endpoint client. Organizations can route prompts according to risk, cost, or purpose and apply policies by department, role, intent, or workforce type. The platform can redact sensitive data, create detailed audit trails, and block prompt injection, jailbreaks, and harmful model outputs. It also governs agent access to MCP servers and tools, recording blocked calls with user, agent, tool, and rule details. WitnessAI describes single-tenant isolation, customer-controlled encryption, executive privacy modes, and multi-region deployment. It operates at the network level and says it needs no new SDKs or additional clients. Pricing is custom and has no published self-service tiers; the company invites organizations to request a personalized demo.

Who it is for

WitnessAI is presented for enterprise employees, developers, applications, compliance teams, and AI FinOps. It may suit organizations seeking network-level visibility and controls for AI use.

What is good

Catalog detects over 4,000 AI applications without an endpoint client.
Routes prompts by risk, cost, or purpose.
Redacts sensitive data and creates audit trails.
Governs agent access to MCP servers and tools.
Offers single-tenant isolation and customer-controlled encryption.

What to know first

Pricing is custom and not published in tiers.
Public pages do not list self-service purchase plans.
Demo request is the stated route to engage.

Verdict

WitnessAI brings AI discovery, policy controls, data protection, and agent governance into an enterprise platform. Organizations must request pricing and a demo rather than select from published self-service tiers.

WitnessAI plans and pricing

All plans

Enterprise Not published custom enterprise pricing No published tiers witness.ai · 30 Sept 2026

Compared on LLM security tools

Prompt injection defense: Yeswitness.ai
PII redaction: Yeswitness.ai
Secrets detection: Yeswitness.ai
Output guardrails: Yeswitness.ai
Model-abuse detection: Yeswitness.ai
Deployment model: cloudwitness.ai

Facts

Purpose: WitnessAI is an enterprise AI security and governance platform for employee, model, application, and agent AI use.witness.ai · 30 Sept 2026
Visibility: It discovers AI applications, agents, and MCP servers and can visualize prompts, responses, and agent activity in real time.witness.ai · 30 Sept 2026
AI catalog: The Observe page says its catalog can detect more than 4,000 AI applications without an endpoint client.witness.ai · 30 Sept 2026
Policy controls: Controls can route prompts based on risk, cost, or purpose and apply policies based on department, role, intent, or workforce type.witness.ai · 30 Sept 2026
Data protection: The platform can redact sensitive data in real time and generate granular audit trails for AI activity.witness.ai · 30 Sept 2026
Runtime protection: WitnessAI says it blocks prompt injection and jailbreaks and filters harmful model outputs before users see them or agents act on them.witness.ai · 30 Sept 2026
Agent governance: It governs agent access to MCP servers and tools and records blocked calls with the user, agent, tool, and rule.witness.ai · 30 Sept 2026
Enterprise architecture: The product page describes single-tenant isolation, customer-controlled encryption, executive privacy modes, and multi-region deployment.witness.ai · 30 Sept 2026
Compliance: WitnessAI announced completion of a SOC 2 Type II audit in October 2025, and says the report is available to customers and partners under NDA.witness.ai · 30 Sept 2026
Integrations: A WitnessAI platform brief lists network connectors for Zscaler, Palo Alto Networks, Netskope, Fortinet, and F5, plus API integration with existing analytics and security systems.witness.ai · 30 Sept 2026
Native applications: WitnessAI says it monitors Windows 11 Copilot, Office 365, and other desktop AI applications without endpoint clients or browser extensions.witness.ai · 30 Sept 2026
Audience: The company presents WitnessAI for enterprise employees, developers, applications, compliance teams, and AI FinOps.witness.ai · 30 Sept 2026
Sales and support: The site invites organizations to book a personalized demo with its security experts; the public product pages reviewed did not list self-service purchase plans.witness.ai · 30 Sept 2026
Company: WitnessAI, Inc. lists an address in Mountain View, California; its About page says it was founded but does not state a founding year.witness.ai · 30 Sept 2026
AI discovery: Its catalog can detect more than 4,000 AI applications without an endpoint client.witness.ai · 30 Sept 2026
Conversation visibility: The platform captures and analyzes real-time AI conversations across employees, customers, and agents.witness.ai · 30 Sept 2026
Native apps: The platform supports monitoring native applications including Windows 11 Copilot and Office 365 without endpoint clients or browser extensions.witness.ai · 30 Sept 2026
API integration: WitnessAI offers API integration for connecting to existing analytics and security systems.witness.ai · 30 Sept 2026
Deployment: WitnessAI operates at the network level and says it requires no new SDKs, additional clients, or invasive instrumentation.witness.ai · 30 Sept 2026
Architecture: The platform provides single-tenant isolation, customer-controlled encryption, executive privacy modes, and multi-region deployment.witness.ai · 30 Sept 2026
Support: The company invites customers to request demos, partnership discussions, or information through its contact form and says a team member will respond shortly.witness.ai · 30 Sept 2026