Sensitive data exposure to external models, tools, plugins, or vendor systems.
Third-Party Agents
Protect the AI Agents Your Business Adopts
Move fast. Optimize employee productivity. Secure the enterprise.
Overview
Secure AI Agent Adoption Across the Enterprise
Third-party agents—tools like Microsoft Copilot, ChatGPT Enterprise, Salesforce Agentforce, and other vendor-managed assistants—are quickly being embedded in enterprise workflows. They help teams move faster and optimize productivity, but they also introduce new risks around data exposure, hidden behaviors, and inconsistent security controls.
Integrations
Powerful Productivity. Expanding Risk.
Third-party, vendor-managed agents often integrate directly with a wide range of tools:
Third-Party Agent Workflow
Third-Party Agent
Email & messaging platforms
Productivity suites & document systems
CRMs & customer support tools
Code repositories & developer environments
Enterprise search & knowledge systems
Unlike custom-built agents, these systems are managed by external vendors. That can limit visibility into how they process data, invoke tools, retain context, or enforce security controls.
Security Risks
The Security Risks of Third-Party Agents
Employees are adopting third-party AI agents faster than most organizations can monitor and protect them. Third-party agents can create security and governance challenges such as:
Limited transparency into how the agent reasons, stores context, or invokes tools.
Inconsistent security practices across different vendors and deployments.
Unapproved agent usage that creates shadow AI risk.
Cross-application access risk when agents connect to email, documents, CRM, chat, or ticketing systems.
Policy gaps when different business units adopt different AI tools without centralized oversight.
How TrojAI Helps
How TrojAI Secures Third-Party Agents
TrojAI gives enterprises a consistent way to secure third-party AI adoption. This enables organizations to evaluate, monitor, and govern third-party agents so teams can adopt AI safely.
01
Enforce Consistent Policies
Apply organization-wide guardrails across third-party agents, even when each vendor has different native controls.
02
Monitor Interactions and Behavior
Gain visibility into how third-party agents interact with users and sensitive information.
03
Reduce Data Leakage
Detect and prevent risky prompts, outputs, and interactions involving confidential or regulated data.
04
Govern AI Adoption at Scale
Help security teams manage third-party agents as part of a broader AI security program, not as isolated tools.