LLM Governance Budget: Line Items and Cost Drivers

An LLM governance budget typically spans agent identity and access management, runtime policy enforcement, tool-call governance, monitoring and audit logging, compliance reporting, and staffing. Cost within each category scales with the number of agents, tool integrations, request volume, and audit retention requirements rather than with model choice alone.