WitnessAI

Paid APIWebWindows

What WitnessAI is

WitnessAI is an enterprise platform for governing and securing AI use across employees, models, applications, and agents. It discovers AI applications, agents, and MCP servers, and can display prompts, responses, and agent activity in real time. Its catalog can detect more than 4,000 AI applications without an endpoint client. Organizations can route prompts based on risk, cost, or purpose and set policies by department, role, intent, or workforce type. The platform can redact sensitive data, create granular 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 requires no new SDKs, additional clients, or invasive instrumentation. Pricing is on request, with no published self-service tiers; the company invites organizations to book a personalized demo.

Who it suits

WitnessAI is aimed at enterprise employees, developers, applications, compliance teams, and AI FinOps. It may suit organizations seeking AI visibility, policy controls, and agent governance across their operations.

What it does well

Detects more than 4,000 AI applications without an endpoint client.
Shows prompts, responses, and agent activity in real time.
Can redact sensitive data and generate audit trails.
Blocks prompt injection, jailbreaks, and harmful outputs.
Offers single-tenant isolation and customer-controlled encryption.

What to know first

Pricing is on request.
No published self-service purchase tiers.
Requires a demo request to explore the product.

Plans

Plan	Billed and limits	Price
Enterprise	custom enterprise pricing · No published tiers	On request

As witness.ai lists them, read 30 Sept 2026. The maker's own page has the final word.

Getting started

Visit the WitnessAI website.
Request a personalized demo through the company.
Discuss enterprise pricing and deployment with WitnessAI.
Review the network connectors and API integration options for existing security and analytics systems.
Plan deployment around the described cloud architecture and multi-region options.

Verdict

WitnessAI brings discovery, controls, data protection, and agent governance into an enterprise AI security platform. Organizations should request a demo and pricing details to assess it for their needs.

Questions

How is WitnessAI priced?

Pricing is custom and available on request. No self-service tiers are published.

Which platforms are listed?

The listed platforms are API, web, and Windows.

Does WitnessAI require endpoint clients or browser extensions?

WitnessAI says its catalog can detect more than 4,000 AI applications without an endpoint client. It also says it monitors Windows 11 Copilot, Office 365, and other desktop AI applications without endpoint clients or browser extensions.

What integrations are available?

Network connectors are listed for Zscaler, Palo Alto Networks, Netskope, Fortinet, and F5. API integration can connect WitnessAI with existing analytics and security systems.

What deployment and architecture options does it describe?

WitnessAI describes cloud deployment at the network level, single-tenant isolation, customer-controlled encryption, executive privacy modes, and multi-region deployment.

How can an organization get started?

The company invites organizations to request a personalized demo through its site.

Facts from WitnessAI's own pages

Agent governance: WitnessAI discovers agents and MCP servers, controls approved tools, and attributes agent activity to human identities. · 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
AI discovery: Its catalog can detect more than 4,000 AI applications without an endpoint client. · witness.ai, 30 Sept 2026
API integration: WitnessAI offers API integration for connecting to existing analytics and security systems. · 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
Audience: The company presents WitnessAI for enterprise employees, developers, applications, compliance teams, and AI FinOps. · 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
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
Conversation visibility: The platform captures and analyzes real-time AI conversations across employees, customers, and agents. · 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
Deployment: WitnessAI operates at the network level and says it requires no new SDKs, additional clients, or invasive instrumentation. · 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
Headquarters: Mountain View, California, United States · witness.ai, 28 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
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
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
Purpose: WitnessAI is an enterprise AI security and governance platform for employee, model, application, and agent AI use. · 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
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
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
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

Where WitnessAI stands on Freedom251

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