One platform to secure your human and agentic workforce.
WitnessAI makes AI safe to use and deploy for every employee, model, application, and agent.
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Approach Agents with Certainty.
Your Workforce Is No Longer Just Human
AI agents are becoming a new digital workforce; connecting to tools, accessing data, and taking actions on behalf of employees. As AI moves from conversations to autonomous actions, enterprises need security and governance that extends from humans to agents.
WitnessAI brings humans and agents under one unified security and governance platform.
Human Workforce
Employees use AI across the business, creating risks around sensitive data, compliance, and shadow AI. WitnessAI provides visibility and controls to govern how AI is used.
Agentic Workforce
AI agents can access data, connect to tools, and take actions on behalf of employees. WitnessAI provides visibility into agent activity, control over tool access, and runtime protection for supported agent workflows.
FEATURED GUIDE
Beyond the Prompt: Architecting Trust for Autonomous AI Agents
AI Security and Governance Platform
One Platform for Every Generation of Enterprise AI
Govern AI agent and human workforces with complete visibility and behavior-based controls. Protect agents, models, and applications, with runtime defense, powered by intent-based ML engines that understand context, not just keywords.
Observe
See your agentic and human AI workforce
Discover AI use across employees and agents, inventory AI applications and MCP servers, and understand how agents interact with external tools.
- Find and catalog thousands of AI applications, agents, and MCP servers
- Visualize all AI conversations, including prompts, responses and agentic activity, in real time
- Discover which agents are running and what external MCP servers and tools they connect to
- Classify interactions by type and intent across employees and agents
Control
Govern what AI agents and humans can do
Deploy intelligent governance controls and advanced business rules that log AI interactions across employees and agents, adapt to different usage contexts, and lower the cost of AI compliance.
- Intelligently route prompts to the right models based on risk, cost, or purpose
- Create policies based on department, role, intent, or workforce type
- Apply governance consistently across employees and agents
- Enforce control of approved MCP servers and tools across every agent, IDE, and agentic app
- Generate granular audit trails and reports for all AI activity
- Redact sensitive data in real time to stay compliant
Protect
Protect AI before agents take action
Safely scale AI with next-generation AI runtime security controls and content guardrails that stop threat actors, minimize internal risk, and keep customer-facing interactions on brand across models, applications, and agents.
- Block attacks before they reach your AI models and agents
- Stop jailbreaks and prompt injections instantly
- Filter harmful responses before end users see them
- Protect sensitive data across employee and agent activity
- Govern AI agent actions with runtime security
- Automate AI red-teaming to find vulnerabilities pre-deployment
See WitnessAI in Action
Ready to see it for yourself?
See how leading enterprises secure and govern every employee, model, application, and agent.
Request a DemoTackle Your Most Pressing AI Challenges
From data leakage to prompt injection to shadow agents to compliance gaps, see how WitnessAI helps you stay protected.
Enable Safe AI Use Across Agentic and Human Employees
- Catalog every AI application and agent in use
- Observe AI interactions across AI apps, MCP servers, and models
- Provide granular role and team-based AI access
- Enforce usage policies automatically across humans and agents
- Attribute AI agent activity to human identities
- Understand and optimize AI spend
Protect Your IP Without Slowing Development
- Secure your AI coding tools and agents
- Identify weaknesses in your models’ defenses before deployment
- Route sensitive prompts to internal models
- Lock down source code, IP, and secrets
- Enforce control over AI coding agents’ interactions with MCP servers and tools
Keep Models, Applications, and Agents Safe from Attacks
- Protect enterprise AI models, applications, and agents
- Block prompt injection and jailbreak attempts with bidirectional runtime defense
- Filter outputs before users see them or agents execute actions
- Prevent unauthorized model and agent behavior
- Create detailed security logs across all AI activity
- Reduce external facing AI cost by blocking irrelevant prompts
Bridge Compliance Gaps Across the Organization
- Secure single tenant environment with data sovereignty
- Meet industry-specific regulations like PCI DSS 4.0.1
- Detect and mask sensitive data in real time
- Maintain granular audit trails
- Trace every agent action to a human identity for audit
AI FinOps: Understand and Optimize AI Spend
- Understand your AI spend across employees, models, applications and agents
- Understand the intent and business purpose for the tokens, not just the volume
- Route prompts to lower-cost models
- Maintain granular audit trails
- Block unwanted AI use that isn’t adding value to the business
Activate Enterprise-Grade Trust
Explore how WitnessAI is transforming businesses with safe, responsible AI-driven innovation.
The ability to see every AI interaction across our global workforce has transformed our security posture. WitnessAI helps us maintain compliance while enabling our teams to leverage AI for competitive advantage.
Our compliance, data-loss prevention, and privacy teams now have total visibility and confidence in our AI security. We’re reducing risk while maximizing our productivity because of WitnessAI.
Security to Build On
Expert guides and tools for AI-driven success.
Awards and Recognition
2026 Enterprise AI Risk Survey
This report uncovers the hidden governance gaps, operational blind spots, and costly AI incidents that are undermining enterprise AI initiatives.
