What is Prefactor?
Prefactor offers a comprehensive control plane solution designed specifically for managing AI agents in production environments. The platform provides real-time monitoring capabilities that allow teams to track every agent action as it happens, identifying which agents are active, what resources they're accessing, and where potential issues might emerge before they escalate into incidents.
The system delivers compliance-ready audit trails that translate technical agent actions into business context, making it easier to answer regulatory questions and generate audit-ready reports. With identity-first control, every agent receives a distinct identity, every action requires authentication, and permissions are properly scoped, bringing traditional governance principles to AI agent management. The platform integrates seamlessly with popular frameworks including LangChain, CrewAI, and AutoGen, enabling deployment in hours rather than months.
Features
- Real-Time Agent Monitoring: Track every agent action as it happens with complete operational visibility across your entire agent infrastructure
- Compliance-Ready Audit Trails: Generate audit-ready reports with agent actions translated into business context for regulatory compliance
- Identity-First Control: Every agent has an identity with authenticated actions and scoped permissions following enterprise governance principles
- Cost Tracking and Optimization: Monitor agent compute costs across providers and identify expensive patterns for spending optimization
- Enterprise Integration: Works with LangChain, CrewAI, AutoGen, and custom frameworks for deployment in hours rather than months
Use Cases
- Managing AI agent deployments in regulated industries like banking and healthcare
- Providing audit trails and compliance reporting for AI agent activities
- Monitoring and optimizing costs across multiple AI agent implementations
- Securing AI agent access with identity-based authentication and permissions
- Scaling AI agent pilots from proof-of-concept to production environments
FAQs
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What is MCP and how does Prefactor use it?
MCP (Model-Context-Protocol) is becoming the default way agents access tools and data. Prefactor provides MCP-native authentication and secure agent management built specifically for the agent age. -
Which industries is Prefactor designed for?
Prefactor is built for regulated industries including banking, mining, and healthcare where compliance isn't optional and audit trails must withstand regulatory scrutiny. -
What frameworks does Prefactor integrate with?
Prefactor works with LangChain, CrewAI, AutoGen, and custom frameworks, enabling deployment in hours rather than months. -
What does the free Developer plan include?
The free Developer plan includes MCP Server Authentication (hosted), 100 Delegating Human Users (MAUs), up to 3 Orgs/Projects, MCP Dynamic Client Registration, Agent Identity Issuance, Token Rotation & Revocation, and Community Support.
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Prefactor Uptime Monitor
Average Uptime
100%
Average Response Time
241.6 ms
