Governance
Policy-driven AI control
Define what agents can do, which models they use, how much they spend, and where data flows. Every run governed, every action audited.
How policy evaluation works
Every agent request passes through the policy engine before execution. Policies cascade from organization to project to agent.
Policy engine
Four types of policies give you fine-grained control over every aspect of agent behavior.
Model Policies
Restrict which models agents can use. Enforce EU-only providers or cost-tier limits. Set fallback chains.
Tool Policies
Allow or deny specific tools per agent. Control external API access. Require approval for sensitive tools.
Spend Policies
Set daily and monthly caps per project, agent, or organization. Hard or soft limits with configurable alerts.
Data Policies
Define retention periods, export rules, and PII handling per conversation. Automatic redaction and anonymization.
Approval system
Human-in-the-loop approval gates. Require sign-off before agents execute sensitive actions or exceed thresholds.
Approval Triggers
- Specific tool calls (e.g., create_ticket, send_email)
- Spend threshold exceeded (configurable per project)
- Sensitive data access detected
- First-time agent deployment to production
- Cross-project or cross-org agent calls
Approval Flows
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Synchronous: Agent pauses and waits for approval before continuing.
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Asynchronous: Agent queues the action and notifies approvers via email or Slack.
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Auto-Approve: Configurable rules for automatic approval of low-risk actions.
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Role-Based: Different approvers for different action types and risk levels.
Audit trails
Immutable logs of every run. Who, what, when, and which model -- fully searchable and exportable.
Evidence exports
Export full conversation history, model inputs/outputs, and policy decisions for compliance audits and regulatory reviews.
JSON Export
Structured data with full metadata, timestamps, and policy decisions.
CSV Export
Tabular format for spreadsheet analysis and reporting.
Compliance Package
Pre-formatted evidence bundle for AI Act and GDPR audits.
Governance without compromise
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