{"best_for":["CISOs","AI Governance teams","ML Engineering leads","Risk Management professionals","Regulated enterprises"],"citation":{"dataset":"aitoolsforbusiness-agent-tool-export","directory_tool_url":"https://aitoolsforbusiness.ai/prefactor","json_profile_url":"https://aitoolsforbusiness.ai/data/tools/prefactor.json","markdown_profile_url":"https://aitoolsforbusiness.ai/data/markdown/tools-md-034.json","schema_version":"1.4.0","suggested_citation_label":"AI Tools for Business: Prefactor (https://aitoolsforbusiness.ai/prefactor)"},"features":["Runtime Enforcement: Supports the ability to block, throttle, sandbox, or escalate agent actions in real time.","Agent Registry: A centralized hub to register agents and track ownership, versioning, and deployment status.","PII Detection: Classification of sensitive data across agent flows to help prevent data leaks.","Immutable Audit Logging: Cryptographically signed records of agent actions for compliance and audit purposes.","Cost Tracking: Attributes token spend and API calls to individual agents to monitor efficiency.","Approval Routing: Routes high-risk actions to human approvers when specified thresholds are crossed."],"freshness_status":"fresh","name":"Prefactor","pricing_note":"Paid plans start at $160 per month per use case, with examples provided ranging from $160 to $330 monthly.","pricing_url":"https://prefactor.ai/pricing","primary_category":"Software Development","profile_last_verified":"2026-06-03T21:23:01.165Z","secondary_categories":[],"short_description":"Prefactor is an agent runtime control plane that provides visibility, policy enforcement, and audit trails for AI agents across various frameworks.","slug":"prefactor","sponsorship_status":"none","url":"https://aitoolsforbusiness.ai/prefactor","use_cases":["Multi-Agent Governance: Monitoring and controlling agents across different frameworks from a single dashboard.","Compliance Reporting: Using immutable logs to provide evidence of agent behavior for regulatory audits.","Preventing Shadow Agents: Identifying and registering undocumented AI agents running across departments.","Sensitive Data Protection: Using PII detection to flag or block the movement of personal information through agent workflows."],"website_url":"https://prefactor.ai/"}