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SPECIFICTION
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WitnessAI

witness.ai

WebWindowsAPI
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Spec score 7.3 #18 of 31 in LLM Security Tools

What it is

WitnessAI is an enterprise AI security and governance platform for employee, model, application, and agent AI use. It finds AI applications, agents, and MCP servers, then presents 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 by risk, cost, or purpose and set policies by department, role, intent, or workforce type. The platform can redact sensitive data, create audit trails, block prompt injection and jailbreaks, and filter 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 network-level operation without new SDKs, extra clients, or invasive instrumentation. Its architecture includes single-tenant isolation, customer-controlled encryption, executive privacy modes, and multi-region deployment. Monitoring includes Windows 11 Copilot, Office 365, and other desktop AI applications without endpoint clients or browser extensions. Pricing is custom and not published in self-service tiers; organizations can request a personalized demo.

Spec sheet

Purpose
WitnessAI is a unified security and governance platform for enterprise employees, models, applications, and agents.Read 30 Sep 2026 · witness.ai
Audience
The company presents WitnessAI for enterprise employees, developers, applications, compliance teams, and AI FinOps.Read 30 Sep 2026 · witness.ai
Deployment
WitnessAI operates at the network level and says it requires no new SDKs, additional clients, or invasive instrumentation.Read 30 Sep 2026 · witness.ai
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.Read 30 Sep 2026 · witness.ai
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.Read 30 Sep 2026 · witness.ai
Support
The company invites customers to request demos, partnership discussions, or information through its contact form and says a team member will respond shortly.Read 30 Sep 2026 · witness.ai
Headquarters
Mountain View, California, United StatesRead 28 Sep 2026 · witness.ai
Company
WitnessAI, Inc. lists an address in Mountain View, California; its About page says it was founded but does not state a founding year.Read 30 Sep 2026 · witness.ai
Agent governance
WitnessAI discovers agents and MCP servers, controls approved tools, and attributes agent activity to human identities.Read 30 Sep 2026 · witness.ai
AI catalog
The Observe page says its catalog can detect more than 4,000 AI applications without an endpoint client.Read 30 Sep 2026 · witness.ai
AI discovery
Its catalog can detect more than 4,000 AI applications without an endpoint client.Read 30 Sep 2026 · witness.ai
API integration
WitnessAI offers API integration for connecting to existing analytics and security systems.Read 30 Sep 2026 · witness.ai
Architecture
The platform provides single-tenant isolation, customer-controlled encryption, executive privacy modes, and multi-region deployment.Read 30 Sep 2026 · witness.ai
Conversation visibility
The platform captures and analyzes real-time AI conversations across employees, customers, and agents.Read 30 Sep 2026 · witness.ai
Data protection
The platform can redact sensitive data in real time and generate granular audit trails for AI activity.Read 30 Sep 2026 · witness.ai
Enterprise architecture
The product page describes single-tenant isolation, customer-controlled encryption, executive privacy modes, and multi-region deployment.Read 30 Sep 2026 · witness.ai
Native applications
WitnessAI says it monitors Windows 11 Copilot, Office 365, and other desktop AI applications without endpoint clients or browser extensions.Read 30 Sep 2026 · witness.ai
Native apps
The platform supports monitoring native applications including Windows 11 Copilot and Office 365 without endpoint clients or browser extensions.Read 30 Sep 2026 · witness.ai
Policy controls
Controls can route prompts based on risk, cost, or purpose and apply policies based on department, role, intent, or workforce type.Read 30 Sep 2026 · witness.ai
Runtime protection
It blocks prompt injections and jailbreaks before processing and filters harmful responses before delivery or downstream execution.Read 30 Sep 2026 · witness.ai
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.Read 30 Sep 2026 · witness.ai
Visibility
It discovers AI applications, agents, and MCP servers and can visualize prompts, responses, and agent activity in real time.Read 30 Sep 2026 · witness.ai

Plans and prices

Enterprise Priced on request custom enterprise pricing No published tiers Read 30 Sep 2026 · witness.ai

Every WitnessAI plan and price →

Strong points and limits

Strong points

  • Detects more than 4,000 AI applications without endpoint clients
  • Routes prompts by risk, cost, or purpose
  • Redacts sensitive data and creates audit trails
  • Monitors Windows 11 Copilot and Office 365 without clients
  • Offers single-tenant isolation and customer-controlled encryption

Limits

  • Pricing is custom and not published
  • The site invites organizations to request a demo

Who it suits

WitnessAI is presented for enterprises managing AI use across employees, developers, applications, compliance teams, and AI FinOps. Its policies, audit trails, and agent controls may suit organizations that need to govern AI activity across those groups.

Verdict

WitnessAI brings AI discovery, policy controls, data protection, and agent governance into one enterprise platform. Buyers must request pricing and a demo rather than choose a published self-service plan.

Where Specifiction places it

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