Enterprise AI Agent Cost Governance: Budgets, RBAC, and Compliance

Scaling AI Cost Management Across the Enterprise

When an organization runs 50+ AI agents across multiple teams, cost management moves from "nice to have" to "critical governance requirement." Finance needs chargeback data. Security needs audit trails. Managers need budget controls. Developers need visibility without overhead.

ClawHQ Enterprise ($49/mo) provides the governance layer for AI costs at scale.

Enterprise Cost Governance Framework

Organizational Hierarchy

Map your org structure in ClawHQ:

• Organization: Top-level entity, global budgets and policies
• Teams: Departments or product groups, each with their own budgets
• Projects: Specific initiatives within teams
• Agents: Individual agents tagged to teams and projects

Role-Based Access Control

• Org Admin: Full access. Set global policies, view all costs, manage all budgets
• Team Lead: View and manage their team's agents and costs
• Developer: View their own agents' costs. Deploy with budget approval
• Finance: Read-only access to cost reports and chargeback data
• Auditor: Read-only access to audit logs and compliance data

Budget Approval Workflows

1. Developer proposes a new agent with estimated monthly cost
2. If estimated cost exceeds team's per-agent threshold, approval is required
3. Team lead reviews and approves/rejects
4. Agent deploys with the approved budget as its limit
5. ClawHQ enforces the budget with alerts and automated actions

Chargeback and Showback

Generate monthly reports that show:

• Total AI spend per team
• Cost by model and provider per team
• Budget utilization per team
• Cost trends and projections

Export via API for integration with SAP, Oracle, or custom finance systems.

Compliance and Audit

• Audit log: Every action is logged — who changed what, when
• Data retention: Configurable cost data retention policies
• SSO enforcement: All access through corporate identity provider
• Data residency: Choose data storage region (US, EU)

Implementation Timeline

• Week 1: Connect all agents to ClawHQ via OTLP. Map teams and tag agents.
• Week 2: Set up SSO and RBAC. Define team budgets.
• Week 3: Configure alert policies and approval workflows.
• Week 4: Generate first chargeback reports. Train team leads.

Enterprise Plan Features

• Unlimited agents
• SSO (SAML/OIDC)
• Role-based access control
• Approval workflows
• Chargeback reports
• Audit logging
• API access for BI integration
• Grafana/Datadog cost metric forwarding
• Dedicated support and SLA

See Enterprise Plan →