WitnessAI is an AI security and governance company focused on making enterprise AI safe to use and deploy. Its platform acts as a confidence layer for enterprise AI, giving organizations one place to observe, control, protect, and harden AI activity across employees, models, applications, and agents.
The company is positioned around network-level visibility and behavior-based controls that fit into existing enterprise environments without relying on endpoint clients or browser extensions. WitnessAI has expanded from securing employee use of third-party AI tools to supporting first-party models, customer-facing applications, and autonomous agents, aligning its platform with how enterprise AI adoption is moving from experimentation into production operations.
Offerings, Capabilities, and Integrations
WitnessAI delivers unified AI security and governance capabilities across human and agentic workforces. Its platform is designed to discover AI usage, classify intent and risk, enforce context-aware policies, route prompts to approved models, generate detailed audit trails, and apply runtime protections that reduce exposure to prompt injection, jailbreaks, data leakage, harmful outputs, and unauthorized agent behavior.
The platform is built for enterprise deployment with network-level coverage, single-tenant environments, and support for data sovereignty requirements. WitnessAI integrates with existing security infrastructure through connectors and API-based integrations, including support for F5 BIG-IP SSL Orchestrator and network security platforms such as Zscaler, Palo Alto Networks, Netskope, and Fortinet. It also supports remote-worker coverage through Witness Anywhere and is available for procurement through AWS Marketplace.
Products and Services
- WitnessAI Unified AI Security and Governance Platform: WitnessAI’s flagship platform unifies AI visibility, governance, runtime protection, and model hardening across employees, models, applications, and agents.
- Observe: Observe provides discovery and visibility into AI activity across the organization, including AI applications, models, MCP servers, and agents, with real-time monitoring and intent-based classification.
- Control: Control applies governance through context-aware policies, role- and team-based access rules, intelligent prompt routing, audit trails, and real-time redaction of sensitive data.
- Witness Protect: Witness Protect provides runtime defense for AI models, applications, and agents by blocking prompt injection and jailbreak attempts, filtering outputs, and protecting sensitive data during live use.
- Witness Attack: Witness Attack is an automated red-teaming capability that stress-tests enterprise LLMs and AI applications before deployment to uncover weaknesses and improve resilience.
- WitnessAI Agentic Security: WitnessAI Agentic Security extends visibility, governance, and runtime control to autonomous AI agents, including discovery of agent activity, MCP servers, tool access, and human-to-agent attribution.
- WitnessAI for Employees: WitnessAI for Employees helps enterprises govern workforce use of AI assistants, copilots, and third-party AI tools while reducing shadow AI, controlling access, and protecting sensitive information.
- WitnessAI for Developers: WitnessAI for Developers secures AI coding assistants and developer agents by protecting source code, secrets, and intellectual property while enabling policy enforcement and internal model routing.
- WitnessAI for Applications: WitnessAI for Applications protects first-party AI apps, models, and customer-facing agents with runtime security, governance controls, attack prevention, and deployment-stage hardening.
- WitnessAI for Compliance: WitnessAI for Compliance supports audit-ready AI governance with logging, policy enforcement, sensitive-data masking, and controls suited to regulated environments and internal compliance programs.
Target Customers
WitnessAI targets enterprises that are adopting generative AI and agentic AI across the workforce, software development, and customer-facing applications. Its platform is built for organizations that need centralized oversight of employee AI use, internal models, production AI applications, and autonomous agents without slowing adoption.
The company is especially relevant for security, compliance, privacy, data governance, and engineering teams that need visibility, control, and auditability across AI activity. Its market fit is strongest in large and regulated organizations, including sectors such as financial services, payments, retail, telecommunications, airlines, utilities, and other enterprises handling sensitive data, strict policy requirements, or high-risk AI workflows.
Cloud Integrations and Marketplace
- AWS Marketplace: WitnessAI Unified AI Security and Governance Platform is available through AWS Marketplace as a SaaS offering for enterprise procurement and deployment.
- F5 BIG-IP SSL Orchestrator: WitnessAI integrates with F5 BIG-IP SSL Orchestrator to extend visibility and policy control over encrypted AI traffic.
- Zscaler: WitnessAI supports Zscaler as a network connector to integrate AI visibility and governance into existing security infrastructure.
- Palo Alto Networks: WitnessAI supports Palo Alto Networks as a network connector for deployment within established enterprise security environments.
- Netskope: WitnessAI supports Netskope as a network connector to extend AI monitoring and control across enterprise traffic flows.
- Fortinet: WitnessAI supports Fortinet as a network connector for integrating AI security controls with existing network security architecture.
Key People
- Rick Caccia: CEO
- Gil Spencer: CTO and co-founder
- Todd Chronert: Chief Revenue Officer
- Daniel Graves: Chief Product Officer
- Faisal Rahman: Chief Business Officer
- Mark Sierra: Chief Financial Officer
- Alex Waterman: SVP Engineering
- Stephanie Gilliam: SVP Marketing
- Trevor Welsh: VP Products
Key Facts
- Headquarters: Mountain View, California, United States
- Employees: 51-200 employees
- Annual Revenue: Undisclosed
- Parent Company: None
- Subsidiaries: None
- Publicly Listed: Privately held
Analyst Recognitions
- IDC: IDC Innovators: Security for Agentic AI, 2025 — IDC Innovator.
